diff --git a/.tekton/lightspeed-stack-pull-request.yaml b/.tekton/lightspeed-stack-pull-request.yaml
index 6235ce8d..9e027aa1 100644
--- a/.tekton/lightspeed-stack-pull-request.yaml
+++ b/.tekton/lightspeed-stack-pull-request.yaml
@@ -30,6 +30,13 @@ spec:
   - name: build-platforms
     value:
     - linux/x86_64
+    - linux-c6gd2xlarge/arm64
+  - name: build-source-image
+    value: 'true'
+  - name: prefetch-input
+    value: '[{"type": "rpm", "path": "."}, {"type": "pip", "path": ".", "allow_binary": "false", "requirements_files": ["requirements.x86_64.txt", "requirements.aarch64.txt", "requirements.hermetic.txt", "requirements.torch.txt"]}]'
+  - name: hermetic
+    value: 'true'
   - name: dockerfile
     value: Containerfile
   pipelineSpec:
@@ -625,6 +632,9 @@ spec:
       optional: true
     - name: netrc
       optional: true
+  timeouts:
+    pipeline: 4h
+    tasks: 4h
   taskRunTemplate:
     serviceAccountName: build-pipeline-lightspeed-stack
   workspaces:
diff --git a/.tekton/lightspeed-stack-push.yaml b/.tekton/lightspeed-stack-push.yaml
index 0ee08045..fca97ec9 100644
--- a/.tekton/lightspeed-stack-push.yaml
+++ b/.tekton/lightspeed-stack-push.yaml
@@ -27,6 +27,13 @@ spec:
   - name: build-platforms
     value:
     - linux/x86_64
+    - linux-c6gd2xlarge/arm64
+  - name: build-source-image
+    value: 'true'
+  - name: prefetch-input
+    value: '[{"type": "rpm", "path": "."}, {"type": "pip", "path": ".", "allow_binary": "false", "requirements_files": ["requirements.x86_64.txt", "requirements.aarch64.txt", "requirements.hermetic.txt", "requirements.torch.txt"]}]'
+  - name: hermetic
+    value: 'true'
   - name: dockerfile
     value: Containerfile
   pipelineSpec:
@@ -622,6 +629,9 @@ spec:
       optional: true
     - name: netrc
       optional: true
+  timeouts:
+    pipeline: 4h
+    tasks: 4h
   taskRunTemplate:
     serviceAccountName: build-pipeline-lightspeed-stack
   workspaces:
diff --git a/Containerfile b/Containerfile
index 70408341..c393027d 100644
--- a/Containerfile
+++ b/Containerfile
@@ -22,10 +22,18 @@ RUN pip3.12 install "uv==0.8.15"
 # Add explicit files and directories
 # (avoid accidental inclusion of local directories or env files or credentials)
 COPY ${LSC_SOURCE_DIR}/src ./src
-COPY ${LSC_SOURCE_DIR}/pyproject.toml ${LSC_SOURCE_DIR}/LICENSE ${LSC_SOURCE_DIR}/README.md ${LSC_SOURCE_DIR}/uv.lock ./
+COPY ${LSC_SOURCE_DIR}/pyproject.toml ${LSC_SOURCE_DIR}/LICENSE ${LSC_SOURCE_DIR}/README.md ${LSC_SOURCE_DIR}/uv.lock ${LSC_SOURCE_DIR}/requirements.*.txt ./
 
 # Bundle additional dependencies for library mode.
-RUN uv sync --locked --no-dev --group llslibdev
+# Source cachi2 environment for hermetic builds if available, otherwise use normal installation
+# cachi2.env has these env vars:
+# PIP_FIND_LINKS=/cachi2/output/deps/pip
+# PIP_NO_INDEX=true
+RUN if [ -f /cachi2/cachi2.env ]; then \
+    . /cachi2/cachi2.env && uv venv --seed --no-index --find-links ${PIP_FIND_LINKS} && . .venv/bin/activate && pip install --no-index --find-links ${PIP_FIND_LINKS} -r requirements.$(uname -m).txt -r requirements.torch.txt; \
+    else \
+    uv sync --locked --no-dev --group llslibdev; \
+    fi
 
 # Explicitly remove some packages to mitigate some CVEs
 # - GHSA-wj6h-64fc-37mp: python-ecdsa package won't fix it upstream.
diff --git a/Makefile b/Makefile
index 6e43bd6c..d84dfc5c 100644
--- a/Makefile
+++ b/Makefile
@@ -4,6 +4,9 @@ PATH_TO_PLANTUML := ~/bin
 # Python registry to where the package should be uploaded
 PYTHON_REGISTRY = pypi
 
+# PyTorch version
+TORCH_VERSION := 2.7.1
+
 
 run: ## Run the service locally
 	uv run src/lightspeed_stack.py
@@ -98,6 +101,13 @@ distribution-archives:	## Generate distribution archives to be uploaded into Pyt
 upload-distribution-archives:	## Upload distribution archives into Python registry
 	uv run python -m twine upload --repository ${PYTHON_REGISTRY} dist/*
 
+konflux-requirements:	## generate hermetic requirements.*.txt file for konflux build
+	uv pip compile pyproject.toml -o requirements.x86_64.txt --generate-hashes --group llslibdev --python-platform x86_64-unknown-linux-gnu --torch-backend cpu  --python-version 3.12
+	uv pip compile pyproject.toml -o requirements.aarch64.txt --generate-hashes --group llslibdev --python-platform aarch64-unknown-linux-gnu --torch-backend cpu --python-version 3.12
+	./scripts/remove_torch_deps.sh requirements.x86_64.txt
+	./scripts/remove_torch_deps.sh requirements.aarch64.txt
+	echo "torch==${TORCH_VERSION}" | uv pip compile  - -o requirements.torch.txt --generate-hashes  --python-version 3.12 --torch-backend cpu --emit-index-url  --no-deps --index-url https://download.pytorch.org/whl/cpu
+
 help: ## Show this help screen
 	@echo 'Usage: make <OPTIONS> ... <TARGETS>'
 	@echo ''
diff --git a/README.md b/README.md
index ed096ada..fe26e4be 100644
--- a/README.md
+++ b/README.md
@@ -9,12 +9,14 @@
 [![Tag](https://img.shields.io/github/v/tag/lightspeed-core/lightspeed-stack)](https://github.com/lightspeed-core/lightspeed-stack/releases/tag/0.3.0)
 
 Lightspeed Core Stack (LCS) is an AI-powered assistant that provides answers to product questions using backend LLM services, agents, and RAG databases.
- 
+
 The service includes comprehensive user data collection capabilities for various types of user interaction data, which can be exported to Red Hat's Dataverse for analysis using the companion [lightspeed-to-dataverse-exporter](https://github.com/lightspeed-core/lightspeed-to-dataverse-exporter) service.
 
 
 <!-- vim-markdown-toc GFM -->
 
+* [lightspeed-stack](#lightspeed-stack)
+    * [About The Project](#about-the-project)
 * [Architecture](#architecture)
 * [Prerequisites](#prerequisites)
 * [Installation](#installation)
@@ -50,7 +52,9 @@ The service includes comprehensive user data collection capabilities for various
     * [Running Linux container image](#running-linux-container-image)
     * [Building Container Images](#building-container-images)
         * [Llama-Stack as Separate Service (Server Mode)](#llama-stack-as-separate-service-server-mode)
+            * [macOS (arm64)](#macos-arm64)
         * [Llama-Stack as Library (Library Mode)](#llama-stack-as-library-library-mode)
+            * [macOS](#macos)
         * [Verify it's running properly](#verify-its-running-properly)
     * [Custom Container Image](#custom-container-image)
 * [Endpoints](#endpoints)
@@ -82,6 +86,11 @@ The service includes comprehensive user data collection capabilities for various
         * [Query endpoint REST API handler](#query-endpoint-rest-api-handler)
     * [Streaming query endpoint REST API handler](#streaming-query-endpoint-rest-api-handler)
     * [Versioning](#versioning)
+* [Konflux](#konflux)
+    * [Updating Dependencies for Hermetic Builds](#updating-dependencies-for-hermetic-builds)
+        * [When to Update Dependency Files](#when-to-update-dependency-files)
+        * [Updating Python Dependencies](#updating-python-dependencies)
+        * [Updating RPM Dependencies](#updating-rpm-dependencies)
 
 <!-- vim-markdown-toc -->
 
@@ -116,7 +125,7 @@ Lightspeed Core Stack is based on the FastAPI framework (Uvicorn). The service i
 
   You will need an API key from one of these providers to run LightSpeed Stack.
 
-  For example, if you choose to use OpenAI: 
+  For example, if you choose to use OpenAI:
 
   1. **Create an account** at [platform.openai.com](https://platform.openai.com)
   2. **Add payment information** (new accounts receive free trial credits)
@@ -136,7 +145,7 @@ Installation steps depends on operation system. Please look at instructions for
 
 # Run LCS locally
 
-To quickly get hands on LCS, we can run it using the default configurations provided in this repository: 
+To quickly get hands on LCS, we can run it using the default configurations provided in this repository:
 0. install dependencies using [uv](https://docs.astral.sh/uv/getting-started/installation/) `uv sync --group dev --group llslibdev`
 1. check Llama stack settings in [run.yaml](run.yaml), make sure we can access the provider and the model, the server shoud listen to port 8321.
 2. export the LLM token env var that Llama stack requires. for OpenAI, we set the env var by `export OPENAI_API_KEY=sk-xxxxx`
@@ -151,7 +160,7 @@ To quickly get hands on LCS, we can run it using the default configurations prov
 
 ## LLM Compatibility
 
-Lightspeed Core Stack (LCS) supports the large language models from the providers listed below. 
+Lightspeed Core Stack (LCS) supports the large language models from the providers listed below.
 
 | Provider | Model                                          | Tool Calling | provider_type  | Example                                                                    |
 | -------- | ---------------------------------------------- | ------------ | -------------- | -------------------------------------------------------------------------- |
@@ -172,7 +181,7 @@ For details of OpenAI model capabilities, please refer to https://platform.opena
 
 The LLM provider and model are set in the configuration file for Llama Stack. This repository has a Llama stack configuration file [run.yaml](examples/run.yaml) that can serve as a good example.
 
-The LLM providers are set in the section `providers.inference`. This example adds a inference provider "openai" to the llama stack. To use environment variables as configuration values, we can use the syntax `${env.ENV_VAR_NAME}`. 
+The LLM providers are set in the section `providers.inference`. This example adds a inference provider "openai" to the llama stack. To use environment variables as configuration values, we can use the syntax `${env.ENV_VAR_NAME}`.
 
 For more details, please refer to [llama stack documentation](https://llama-stack.readthedocs.io/en/latest/distributions/configuration.html#providers). Here is a list of llamastack supported providers and their configuration details: [llama stack providers](https://llama-stack.readthedocs.io/en/latest/providers/inference/index.html#providers)
 
@@ -805,7 +814,7 @@ the following form:
 [testpypi]
   username = __token__
   password = pypi-{your-API-token}
- 
+
 [pypi]
   username = __token__
   password = pypi-{your-API-token}
@@ -927,3 +936,51 @@ The version X.Y.Z indicates:
 * X is the major version (backward-incompatible),
 * Y is the minor version (backward-compatible), and
 * Z is the patch version (backward-compatible bug fix).
+
+# Konflux
+
+The official image of Lightspeed Core Stack is built on [Konflux](https://konflux-ui.apps.kflux-prd-rh02.0fk9.p1.openshiftapps.com/ns/lightspeed-core-tenant/applications/lightspeed-stack).
+We have both x86_64 and ARM64 images.
+
+## Updating Dependencies for Hermetic Builds
+
+Konflux builds run in **hermetic mode** (air-gapped from the internet), so all dependencies must be prefetched and locked. When you add or update dependencies, you need to regenerate the lock files.
+
+### When to Update Dependency Files
+
+Update these files when you:
+- Add/remove/update Python packages in the project
+- Add/remove/update RPM packages in the Containerfile
+- Change the base image version
+
+### Updating Python Dependencies
+
+**Quick command:**
+```shell
+make konflux-requirements
+```
+
+This generates three platform-specific requirements files:
+- `requirements.x86_64.txt` - x86_64 packages (excludes torch)
+- `requirements.aarch64.txt` - ARM64 packages (excludes torch)
+- `requirements.torch.txt` - CPU variant of torch (shared by both platforms)
+
+### Updating RPM Dependencies
+
+**Prerequisites:** Install [rpm-lockfile-prototype](https://github.com/konflux-ci/rpm-lockfile-prototype?tab=readme-ov-file#installation)
+
+**Steps:**
+
+1. **List your RPM packages** in `rpms.in.yaml` under the `packages` field
+
+2. **If you changed the base image**, extract its repo file:
+```shell
+podman run -it $BASE_IMAGE cat /etc/yum.repos.d/ubi.repo > ubi.repo
+```
+
+3. **Generate the lock file**:
+```shell
+rpm-lockfile-prototype --image $BASE_IMAGE rpms.in.yaml
+```
+
+This creates `rpms.lock.yaml` with pinned RPM versions.
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 5c8ff394..a4649539 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -87,8 +87,11 @@ Issues = "https://github.com/lightspeed-core/lightspeed-stack/issues"
 name = "pytorch-cpu"
 url = "https://download.pytorch.org/whl/cpu"
 explicit = true
+
 [tool.uv.sources]
-torch = [{ index = "pytorch-cpu" }]
+torch = [
+    { index = "pytorch-cpu", group = "llslibdev" },
+]
 
 [dependency-groups]
 dev = [
diff --git a/requirements.aarch64.txt b/requirements.aarch64.txt
new file mode 100644
index 00000000..0c7145d4
--- /dev/null
+++ b/requirements.aarch64.txt
@@ -0,0 +1,3997 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml -o requirements.aarch64.txt --generate-hashes --group llslibdev --python-platform aarch64-unknown-linux-gnu --torch-backend cpu --python-version 3.12
+accelerate==1.12.0 \
+    --hash=sha256:3e2091cd341423207e2f084a6654b1efcd250dc326f2a37d6dde446e07cabb11 \
+    --hash=sha256:70988c352feb481887077d2ab845125024b2a137a5090d6d7a32b57d03a45df6
+    # via
+    #   peft
+    #   trl
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+    # via aiohttp
+aiohttp==3.13.2 \
+    --hash=sha256:04c3971421576ed24c191f610052bcb2f059e395bc2489dd99e397f9bc466329 \
+    --hash=sha256:05c4dd3c48fb5f15db31f57eb35374cb0c09afdde532e7fb70a75aede0ed30f6 \
+    --hash=sha256:070599407f4954021509193404c4ac53153525a19531051661440644728ba9a7 \
+    --hash=sha256:0740f31a60848d6edb296a0df827473eede90c689b8f9f2a4cdde74889eb2254 \
+    --hash=sha256:088912a78b4d4f547a1f19c099d5a506df17eacec3c6f4375e2831ec1d995742 \
+    --hash=sha256:0a3d54e822688b56e9f6b5816fb3de3a3a64660efac64e4c2dc435230ad23bad \
+    --hash=sha256:0db1e24b852f5f664cd728db140cf11ea0e82450471232a394b3d1a540b0f906 \
+    --hash=sha256:0e87dff73f46e969af38ab3f7cb75316a7c944e2e574ff7c933bc01b10def7f5 \
+    --hash=sha256:1237c1375eaef0db4dcd7c2559f42e8af7b87ea7d295b118c60c36a6e61cb811 \
+    --hash=sha256:16f15a4eac3bc2d76c45f7ebdd48a65d41b242eb6c31c2245463b40b34584ded \
+    --hash=sha256:1f9b2c2d4b9d958b1f9ae0c984ec1dd6b6689e15c75045be8ccb4011426268ca \
+    --hash=sha256:204ffff2426c25dfda401ba08da85f9c59525cdc42bda26660463dd1cbcfec6f \
+    --hash=sha256:20b10bbfbff766294fe99987f7bb3b74fdd2f1a2905f2562132641ad434dcf98 \
+    --hash=sha256:20db2d67985d71ca033443a1ba2001c4b5693fe09b0e29f6d9358a99d4d62a8a \
+    --hash=sha256:228a1cd556b3caca590e9511a89444925da87d35219a49ab5da0c36d2d943a6a \
+    --hash=sha256:2372b15a5f62ed37789a6b383ff7344fc5b9f243999b0cd9b629d8bc5f5b4155 \
+    --hash=sha256:23ad365e30108c422d0b4428cf271156dd56790f6dd50d770b8e360e6c5ab2e6 \
+    --hash=sha256:23fb0783bc1a33640036465019d3bba069942616a6a2353c6907d7fe1ccdaf4e \
+    --hash=sha256:2475391c29230e063ef53a66669b7b691c9bfc3f1426a0f7bcdf1216bdbac38b \
+    --hash=sha256:27e569eb9d9e95dbd55c0fc3ec3a9335defbf1d8bc1d20171a49f3c4c607b93e \
+    --hash=sha256:29562998ec66f988d49fb83c9b01694fa927186b781463f376c5845c121e4e0b \
+    --hash=sha256:2adebd4577724dcae085665f294cc57c8701ddd4d26140504db622b8d566d7aa \
+    --hash=sha256:2ca6ffef405fc9c09a746cb5d019c1672cd7f402542e379afc66b370833170cf \
+    --hash=sha256:2e1a9bea6244a1d05a4e57c295d69e159a5c50d8ef16aa390948ee873478d9a5 \
+    --hash=sha256:364e25edaabd3d37b1db1f0cbcee8c73c9a3727bfa262b83e5e4cf3489a2a9dc \
+    --hash=sha256:364f55663085d658b8462a1c3f17b2b84a5c2e1ba858e1b79bff7b2e24ad1514 \
+    --hash=sha256:39d02cb6025fe1aabca329c5632f48c9532a3dabccd859e7e2f110668972331f \
+    --hash=sha256:3a92cf4b9bea33e15ecbaa5c59921be0f23222608143d025c989924f7e3e0c07 \
+    --hash=sha256:40176a52c186aefef6eb3cad2cdd30cd06e3afbe88fe8ab2af9c0b90f228daca \
+    --hash=sha256:4356474ad6333e41ccefd39eae869ba15a6c5299c9c01dfdcfdd5c107be4363e \
+    --hash=sha256:43dff14e35aba17e3d6d5ba628858fb8cb51e30f44724a2d2f0c75be492c55e9 \
+    --hash=sha256:4647d02df098f6434bafd7f32ad14942f05a9caa06c7016fdcc816f343997dd0 \
+    --hash=sha256:47f438b1a28e926c37632bff3c44df7d27c9b57aaf4e34b1def3c07111fdb782 \
+    --hash=sha256:4dd3db9d0f4ebca1d887d76f7cdbcd1116ac0d05a9221b9dad82c64a62578c4d \
+    --hash=sha256:4ebf9cfc9ba24a74cf0718f04aac2a3bbe745902cc7c5ebc55c0f3b5777ef213 \
+    --hash=sha256:5276807b9de9092af38ed23ce120539ab0ac955547b38563a9ba4f5b07b95293 \
+    --hash=sha256:53b07472f235eb80e826ad038c9d106c2f653584753f3ddab907c83f49eedead \
+    --hash=sha256:550bf765101ae721ee1d37d8095f47b1f220650f85fe1af37a90ce75bab89d04 \
+    --hash=sha256:56d36e80d2003fa3fc0207fac644216d8532e9504a785ef9a8fd013f84a42c61 \
+    --hash=sha256:585542825c4bc662221fb257889e011a5aa00f1ae4d75d1d246a5225289183e3 \
+    --hash=sha256:5b927cf9b935a13e33644cbed6c8c4b2d0f25b713d838743f8fe7191b33829c4 \
+    --hash=sha256:5d7f02042c1f009ffb70067326ef183a047425bb2ff3bc434ead4dd4a4a66a2b \
+    --hash=sha256:6315fb6977f1d0dd41a107c527fee2ed5ab0550b7d885bc15fee20ccb17891da \
+    --hash=sha256:66bac29b95a00db411cd758fea0e4b9bdba6d549dfe333f9a945430f5f2cc5a6 \
+    --hash=sha256:6c00dbcf5f0d88796151e264a8eab23de2997c9303dd7c0bf622e23b24d3ce22 \
+    --hash=sha256:6e7352512f763f760baaed2637055c49134fd1d35b37c2dedfac35bfe5cf8725 \
+    --hash=sha256:7519bdc7dfc1940d201651b52bf5e03f5503bda45ad6eacf64dda98be5b2b6be \
+    --hash=sha256:78cd586d8331fb8e241c2dd6b2f4061778cc69e150514b39a9e28dd050475661 \
+    --hash=sha256:7a653d872afe9f33497215745da7a943d1dc15b728a9c8da1c3ac423af35178e \
+    --hash=sha256:7c3a50345635a02db61792c85bb86daffac05330f6473d524f1a4e3ef9d0046d \
+    --hash=sha256:7fbdf5ad6084f1940ce88933de34b62358d0f4a0b6ec097362dcd3e5a65a4989 \
+    --hash=sha256:7fd19df530c292542636c2a9a85854fab93474396a52f1695e799186bbd7f24c \
+    --hash=sha256:868e195e39b24aaa930b063c08bb0c17924899c16c672a28a65afded9c46c6ec \
+    --hash=sha256:8709a0f05d59a71f33fd05c17fc11fcb8c30140506e13c2f5e8ee1b8964e1b45 \
+    --hash=sha256:88d6c017966a78c5265d996c19cdb79235be5e6412268d7e2ce7dee339471b7a \
+    --hash=sha256:8aa7c807df234f693fed0ecd507192fc97692e61fee5702cdc11155d2e5cadc8 \
+    --hash=sha256:8b2f1414f6a1e0683f212ec80e813f4abef94c739fd090b66c9adf9d2a05feac \
+    --hash=sha256:93655083005d71cd6c072cdab54c886e6570ad2c4592139c3fb967bfc19e4694 \
+    --hash=sha256:939ced4a7add92296b0ad38892ce62b98c619288a081170695c6babe4f50e636 \
+    --hash=sha256:9434bc0d80076138ea986833156c5a48c9c7a8abb0c96039ddbb4afc93184169 \
+    --hash=sha256:94f05348c4406450f9d73d38efb41d669ad6cd90c7ee194810d0eefbfa875a7a \
+    --hash=sha256:960c2fc686ba27b535f9fd2b52d87ecd7e4fd1cf877f6a5cba8afb5b4a8bd204 \
+    --hash=sha256:96581619c57419c3d7d78703d5b78c1e5e5fc0172d60f555bdebaced82ded19a \
+    --hash=sha256:97a0895a8e840ab3520e2288db7cace3a1981300d48babeb50e7425609e2e0ab \
+    --hash=sha256:98c4fb90bb82b70a4ed79ca35f656f4281885be076f3f970ce315402b53099ae \
+    --hash=sha256:99c5280a329d5fa18ef30fd10c793a190d996567667908bef8a7f81f8202b948 \
+    --hash=sha256:9acda8604a57bb60544e4646a4615c1866ee6c04a8edef9b8ee6fd1d8fa2ddc8 \
+    --hash=sha256:9c705601e16c03466cb72011bd1af55d68fa65b045356d8f96c216e5f6db0fa5 \
+    --hash=sha256:9e8f8afb552297aca127c90cb840e9a1d4bfd6a10d7d8f2d9176e1acc69bad30 \
+    --hash=sha256:9eb3e33fdbe43f88c3c75fa608c25e7c47bbd80f48d012763cb67c47f39a7e16 \
+    --hash=sha256:9ec49dff7e2b3c85cdeaa412e9d438f0ecd71676fde61ec57027dd392f00c693 \
+    --hash=sha256:9f377d0a924e5cc94dc620bc6366fc3e889586a7f18b748901cf016c916e2084 \
+    --hash=sha256:a09a6d073fb5789456545bdee2474d14395792faa0527887f2f4ec1a486a59d3 \
+    --hash=sha256:a2713a95b47374169409d18103366de1050fe0ea73db358fc7a7acb2880422d4 \
+    --hash=sha256:a3b6fb0c207cc661fa0bf8c66d8d9b657331ccc814f4719468af61034b478592 \
+    --hash=sha256:a4b88ebe35ce54205c7074f7302bd08a4cb83256a3e0870c72d6f68a3aaf8e49 \
+    --hash=sha256:a88d13e7ca367394908f8a276b89d04a3652044612b9a408a0bb22a5ed976a1a \
+    --hash=sha256:ac6cde5fba8d7d8c6ac963dbb0256a9854e9fafff52fbcc58fdf819357892c3e \
+    --hash=sha256:ae32f24bbfb7dbb485a24b30b1149e2f200be94777232aeadba3eecece4d0aa4 \
+    --hash=sha256:b009194665bcd128e23eaddef362e745601afa4641930848af4c8559e88f18f9 \
+    --hash=sha256:b1e56bab2e12b2b9ed300218c351ee2a3d8c8fdab5b1ec6193e11a817767e47b \
+    --hash=sha256:b395bbca716c38bef3c764f187860e88c724b342c26275bc03e906142fc5964f \
+    --hash=sha256:b59d13c443f8e049d9e94099c7e412e34610f1f49be0f230ec656a10692a5802 \
+    --hash=sha256:ba2715d842ffa787be87cbfce150d5e88c87a98e0b62e0f5aa489169a393dbbb \
+    --hash=sha256:bb7fb776645af5cc58ab804c58d7eba545a97e047254a52ce89c157b5af6cd0b \
+    --hash=sha256:c038a8fdc8103cd51dbd986ecdce141473ffd9775a7a8057a6ed9c3653478011 \
+    --hash=sha256:c20423ce14771d98353d2e25e83591fa75dfa90a3c1848f3d7c68243b4fbded3 \
+    --hash=sha256:c5c94825f744694c4b8db20b71dba9a257cd2ba8e010a803042123f3a25d50d7 \
+    --hash=sha256:cf00e5db968c3f67eccd2778574cf64d8b27d95b237770aa32400bd7a1ca4f6c \
+    --hash=sha256:d23b5fe492b0805a50d3371e8a728a9134d8de5447dce4c885f5587294750734 \
+    --hash=sha256:d7bc4b7f9c4921eba72677cd9fedd2308f4a4ca3e12fab58935295ad9ea98700 \
+    --hash=sha256:d8a9b889aeabd7a4e9af0b7f4ab5ad94d42e7ff679aaec6d0db21e3b639ad58d \
+    --hash=sha256:dacd50501cd017f8cccb328da0c90823511d70d24a323196826d923aad865901 \
+    --hash=sha256:e036a3a645fe92309ec34b918394bb377950cbb43039a97edae6c08db64b23e2 \
+    --hash=sha256:e09a0a06348a2dd73e7213353c90d709502d9786219f69b731f6caa0efeb46f5 \
+    --hash=sha256:e0c8e31cfcc4592cb200160344b2fb6ae0f9e4effe06c644b5a125d4ae5ebe23 \
+    --hash=sha256:e1b4951125ec10c70802f2cb09736c895861cd39fd9dcb35107b4dc8ae6220b8 \
+    --hash=sha256:e2a9ea08e8c58bb17655630198833109227dea914cd20be660f52215f6de5613 \
+    --hash=sha256:e3403f24bcb9c3b29113611c3c16a2a447c3953ecf86b79775e7be06f7ae7ccb \
+    --hash=sha256:e574a7d61cf10351d734bcddabbe15ede0eaa8a02070d85446875dc11189a251 \
+    --hash=sha256:e67446b19e014d37342f7195f592a2a948141d15a312fe0e700c2fd2f03124f6 \
+    --hash=sha256:e736c93e9c274fce6419af4aac199984d866e55f8a4cec9114671d0ea9688780 \
+    --hash=sha256:e7c952aefdf2460f4ae55c5e9c3e80aa72f706a6317e06020f80e96253b1accd \
+    --hash=sha256:e7f8659a48995edee7229522984bd1009c1213929c769c2daa80b40fe49a180c \
+    --hash=sha256:e96eb1a34396e9430c19d8338d2ec33015e4a87ef2b4449db94c22412e25ccdf \
+    --hash=sha256:ec7534e63ae0f3759df3a1ed4fa6bc8f75082a924b590619c0dd2f76d7043caa \
+    --hash=sha256:ed2f9c7216e53c3df02264f25d824b079cc5914f9e2deba94155190ef648ee40 \
+    --hash=sha256:eeacf451c99b4525f700f078becff32c32ec327b10dcf31306a8a52d78166de7 \
+    --hash=sha256:f10d9c0b0188fe85398c61147bbd2a657d616c876863bfeff43376e0e3134673 \
+    --hash=sha256:f2bef8237544f4e42878c61cef4e2839fee6346dc60f5739f876a9c50be7fcdb \
+    --hash=sha256:f33c8748abef4d8717bb20e8fb1b3e07c6adacb7fd6beaae971a764cf5f30d61 \
+    --hash=sha256:f7c183e786e299b5d6c49fb43a769f8eb8e04a2726a2bd5887b98b5cc2d67940 \
+    --hash=sha256:fa4dcb605c6f82a80c7f95713c2b11c3b8e9893b3ebd2bc9bde93165ed6107be \
+    --hash=sha256:fa89cb11bc71a63b69568d5b8a25c3ca25b6d54c15f907ca1c130d72f320b76b \
+    --hash=sha256:fe242cd381e0fb65758faf5ad96c2e460df6ee5b2de1072fe97e4127927e00b4 \
+    --hash=sha256:fe91b87fc295973096251e2d25a811388e7d8adf3bd2b97ef6ae78bc4ac6c476 \
+    --hash=sha256:fed38a5edb7945f4d1bcabe2fcd05db4f6ec7e0e82560088b754f7e08d93772d \
+    --hash=sha256:ff0a7b0a82a7ab905cbda74006318d1b12e37c797eb1b0d4eb3e316cf47f658f \
+    --hash=sha256:ff15c147b2ad66da1f2cbb0622313f2242d8e6e8f9b79b5206c84523a4473248 \
+    --hash=sha256:ff5e771f5dcbc81c64898c597a434f7682f2259e0cd666932a913d53d1341d1a
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   fsspec
+    #   litellm
+    #   llama-stack
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e \
+    --hash=sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7
+    # via aiohttp
+aiosqlite==0.21.0 \
+    --hash=sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3 \
+    --hash=sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   llama-stack
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
+    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+    # via fastapi
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
+    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+    # via pydantic
+anyio==4.11.0 \
+    --hash=sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc \
+    --hash=sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4
+    # via
+    #   httpx
+    #   llama-stack-client
+    #   mcp
+    #   openai
+    #   sse-starlette
+    #   starlette
+asyncpg==0.31.0 \
+    --hash=sha256:027eaa61361ec735926566f995d959ade4796f6a49d3bde17e5134b9964f9ba8 \
+    --hash=sha256:04d19392716af6b029411a0264d92093b6e5e8285ae97a39957b9a9c14ea72be \
+    --hash=sha256:0b17c89312c2f4ccea222a3a6571f7df65d4ba2c0e803339bfc7bed46a96d3be \
+    --hash=sha256:0bfbcc5b7ffcd9b75ab1558f00db2ae07db9c80637ad1b2469c43df79d7a5ae2 \
+    --hash=sha256:0c89ccf741c067614c9b5fc7f1fc6f3b61ab05ae4aaa966e6fd6b93097c7d20d \
+    --hash=sha256:12b3b2e39dc5470abd5e98c8d3373e4b1d1234d9fbdedf538798b2c13c64460a \
+    --hash=sha256:18c83b03bc0d1b23e6230f5bf8d4f217dc9bc08644ce0502a9d91dc9e634a9c7 \
+    --hash=sha256:19857a358fc811d82227449b7ca40afb46e75b33eb8897240c3839dd8b744218 \
+    --hash=sha256:1b41f1afb1033f2b44f3234993b15096ddc9cd71b21a42dbd87fc6a57b43d65d \
+    --hash=sha256:22bc525ebbdc24d1261ecbf6f504998244d4e3be1721784b5f64664d61fbe602 \
+    --hash=sha256:22be6e02381bab3101cd502d9297ac71e2f966c86e20e78caead9934c98a8af6 \
+    --hash=sha256:2657204552b75f8288de08ca60faf4a99a65deef3a71d1467454123205a88fab \
+    --hash=sha256:2d076d42eb583601179efa246c5d7ae44614b4144bc1c7a683ad1222814ed095 \
+    --hash=sha256:334dec28cf20d7f5bb9e45b39546ddf247f8042a690bff9b9573d00086e69cb5 \
+    --hash=sha256:37a58919cfef2448a920df00d1b2f821762d17194d0dbf355d6dde8d952c04f9 \
+    --hash=sha256:37fc6c00a814e18eef51833545d1891cac9aa69140598bb076b4cd29b3e010b9 \
+    --hash=sha256:3b1fbcb0e396a5ca435a8826a87e5c2c2cc0c8c68eb6fadf82168056b0e53a8c \
+    --hash=sha256:3df118d94f46d85b2e434fd62c84cb66d5834d5a890725fe625f498e72e4d5ec \
+    --hash=sha256:3faa62f997db0c9add34504a68ac2c342cfee4d57a0c3062fcf0d86c7f9cb1e8 \
+    --hash=sha256:480c4befbdf079c14c9ca43c8c5e1fe8b6296c96f1f927158d4f1e750aacc047 \
+    --hash=sha256:54a64f91839ba59008eccf7aad2e93d6e3de688d796f35803235ea1c4898ae1e \
+    --hash=sha256:5a4af56edf82a701aece93190cc4e094d2df7d33f6e915c222fb09efbb5afc24 \
+    --hash=sha256:6d11b198111a72f47154fa03b85799f9be63701e068b43f84ac25da0bda9cb31 \
+    --hash=sha256:72d6bdcbc93d608a1158f17932de2321f68b1a967a13e014998db87a72ed3186 \
+    --hash=sha256:795416369c3d284e1837461909f58418ad22b305f955e625a4b3a2521d80a5f3 \
+    --hash=sha256:831712dd3cf117eec68575a9b50da711893fd63ebe277fc155ecae1c6c9f0f61 \
+    --hash=sha256:8df714dba348efcc162d2adf02d213e5fab1bd9f557e1305633e851a61814a7a \
+    --hash=sha256:8ea599d45c361dfbf398cb67da7fd052affa556a401482d3ff1ee99bd68808a1 \
+    --hash=sha256:9322b563e2661a52e3cdbc93eed3be7748b289f792e0011cb2720d278b366ce2 \
+    --hash=sha256:98cc158c53f46de7bb677fd20c417e264fc02b36d901cc2a43bd6cb0dc6dbfd2 \
+    --hash=sha256:9ea33213ac044171f4cac23740bed9a3805abae10e7025314cfbd725ec670540 \
+    --hash=sha256:a429e842a3a4b4ea240ea52d7fe3f82d5149853249306f7ff166cb9948faa46c \
+    --hash=sha256:a8d758dac9d2e723e173d286ef5e574f0b350ec00e9186fce84d0fc5f6a8e6b8 \
+    --hash=sha256:aad7a33913fb8bcb5454313377cc330fbb19a0cd5faa7272407d8a0c4257b671 \
+    --hash=sha256:b44c31e1efc1c15188ef183f287c728e2046abb1d26af4d20858215d50d91fad \
+    --hash=sha256:ba5f8886e850882ff2c2ace5732300e99193823e8107e2c53ef01c1ebfa1e85d \
+    --hash=sha256:bb223567dea5f47c45d347f2bde5486be8d9f40339f27217adb3fb1c3be51298 \
+    --hash=sha256:bc2b685f400ceae428f79f78b58110470d7b4466929a7f78d455964b17ad1008 \
+    --hash=sha256:bd4107bb7cdd0e9e65fae66a62afd3a249663b844fa34d479f6d5b3bef9c04c3 \
+    --hash=sha256:bd5b6efff3c17c3202d4b37189969acf8927438a238c6257f66be3c426beba20 \
+    --hash=sha256:bdb957706da132e982cc6856bb2f7b740603472b54c3ebc77fe60ea3e57e1bd2 \
+    --hash=sha256:bef056aa502ee34204c161c72ca1f3c274917596877f825968368b2c33f585f4 \
+    --hash=sha256:c0807be46c32c963ae40d329b3a686356e417f674c976c07fa49f1b30303f109 \
+    --hash=sha256:c0e0822b1038dc7253b337b0f3f676cadc4ac31b126c5d42691c39691962e403 \
+    --hash=sha256:c1a9c5b71d2371a2290bc93336cd05ba4ec781683cab292adbddc084f89443c6 \
+    --hash=sha256:c1e1ab5bc65373d92dd749d7308c5b26fb2dc0fbe5d3bf68a32b676aa3bcd24a \
+    --hash=sha256:c204fab1b91e08b0f47e90a75d1b3c62174dab21f670ad6c5d0f243a228f015b \
+    --hash=sha256:c989386c83940bfbd787180f2b1519415e2d3d6277a70d9d0f0145ac73500735 \
+    --hash=sha256:cea3a0b2a14f95834cee29432e4ddc399b95700eb1d51bbc5bfee8f31fa07b2b \
+    --hash=sha256:dc5f2fa9916f292e5c5c8b2ac2813763bcd7f58e130055b4ad8a0531314201ab \
+    --hash=sha256:e009abc333464ff18b8f6fd146addffd9aaf63e79aa3bb40ab7a4c332d0c5e9e \
+    --hash=sha256:e5d5098f63beeae93512ee513d4c0c53dc12e9aa2b7a1af5a81cddf93fe4e4da \
+    --hash=sha256:e6974f36eb9a224d8fb428bcf66bd411aa12cf57c2967463178149e73d4de366 \
+    --hash=sha256:ebb3cde58321a1f89ce41812be3f2a98dddedc1e76d0838aba1d724f1e4e1a95 \
+    --hash=sha256:eee690960e8ab85063ba93af2ce128c0f52fd655fdff9fdb1a28df01329f031d \
+    --hash=sha256:f6b56b91bb0ffc328c4e3ed113136cddd9deefdf5f79ab448598b9772831df44 \
+    --hash=sha256:f890de5e1e4f7e14023619399a471ce4b71f5418cd67a51853b9910fdfa73696
+    # via llama-stack
+attrs==25.4.0 \
+    --hash=sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11 \
+    --hash=sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
+    # via
+    #   aiohttp
+    #   jsonschema
+    #   referencing
+authlib==1.6.5 \
+    --hash=sha256:3e0e0507807f842b02175507bdee8957a1d5707fd4afb17c32fb43fee90b6e3a \
+    --hash=sha256:6aaf9c79b7cc96c900f0b284061691c5d4e61221640a948fe690b556a6d6d10b
+    # via lightspeed-stack (pyproject.toml)
+autoevals==0.0.130 \
+    --hash=sha256:92f87ab95a575b56d9d7377e6f1399932d09180d2f3a8266b4f693f46f49b86d \
+    --hash=sha256:ffb7b3a21070d2a4e593bb118180c04e43531e608bffd854624377bd857ceec0
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+blobfile==3.1.0 \
+    --hash=sha256:2b4c5e766ebb7dfa20e4990cf6ec3d2106bdc91d632fb9377f170a234c5a5c6a \
+    --hash=sha256:d45b6b1fa3b0920732314c23ddbdb4f494ca12f787c2b6eb6bba6faa51382671
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+cachetools==6.2.2 \
+    --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace \
+    --hash=sha256:8e6d266b25e539df852251cfd6f990b4bc3a141db73b939058d809ebd2590fc6
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   google-auth
+certifi==2025.11.12 \
+    --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b \
+    --hash=sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316
+    # via
+    #   httpcore
+    #   httpx
+    #   kubernetes
+    #   requests
+cffi==2.0.0 \
+    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
+    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
+    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
+    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
+    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
+    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
+    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
+    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
+    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
+    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
+    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
+    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
+    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
+    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
+    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
+    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
+    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
+    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
+    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
+    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
+    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
+    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
+    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
+    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
+    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
+    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
+    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
+    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
+    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
+    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
+    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
+    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
+    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
+    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
+    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
+    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
+    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
+    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
+    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
+    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
+    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
+    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
+    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
+    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
+    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
+    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
+    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
+    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
+    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
+    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
+    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
+    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
+    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
+    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
+    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
+    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
+    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
+    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
+    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
+    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
+    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
+    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
+    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
+    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
+    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
+    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
+    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
+    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
+    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
+    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
+    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
+    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
+    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
+    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
+    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
+    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
+    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
+    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
+    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
+    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
+    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
+    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
+    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
+    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+    # via cryptography
+charset-normalizer==3.4.4 \
+    --hash=sha256:027f6de494925c0ab2a55eab46ae5129951638a49a34d87f4c3eda90f696b4ad \
+    --hash=sha256:077fbb858e903c73f6c9db43374fd213b0b6a778106bc7032446a8e8b5b38b93 \
+    --hash=sha256:0a98e6759f854bd25a58a73fa88833fba3b7c491169f86ce1180c948ab3fd394 \
+    --hash=sha256:0d3d8f15c07f86e9ff82319b3d9ef6f4bf907608f53fe9d92b28ea9ae3d1fd89 \
+    --hash=sha256:0f04b14ffe5fdc8c4933862d8306109a2c51e0704acfa35d51598eb45a1e89fc \
+    --hash=sha256:11d694519d7f29d6cd09f6ac70028dba10f92f6cdd059096db198c283794ac86 \
+    --hash=sha256:194f08cbb32dc406d6e1aea671a68be0823673db2832b38405deba2fb0d88f63 \
+    --hash=sha256:1bee1e43c28aa63cb16e5c14e582580546b08e535299b8b6158a7c9c768a1f3d \
+    --hash=sha256:21d142cc6c0ec30d2efee5068ca36c128a30b0f2c53c1c07bd78cb6bc1d3be5f \
+    --hash=sha256:2437418e20515acec67d86e12bf70056a33abdacb5cb1655042f6538d6b085a8 \
+    --hash=sha256:244bfb999c71b35de57821b8ea746b24e863398194a4014e4c76adc2bbdfeff0 \
+    --hash=sha256:2677acec1a2f8ef614c6888b5b4ae4060cc184174a938ed4e8ef690e15d3e505 \
+    --hash=sha256:277e970e750505ed74c832b4bf75dac7476262ee2a013f5574dd49075879e161 \
+    --hash=sha256:2aaba3b0819274cc41757a1da876f810a3e4d7b6eb25699253a4effef9e8e4af \
+    --hash=sha256:2b7d8f6c26245217bd2ad053761201e9f9680f8ce52f0fcd8d0755aeae5b2152 \
+    --hash=sha256:2c9d3c380143a1fedbff95a312aa798578371eb29da42106a29019368a475318 \
+    --hash=sha256:3162d5d8ce1bb98dd51af660f2121c55d0fa541b46dff7bb9b9f86ea1d87de72 \
+    --hash=sha256:31fd66405eaf47bb62e8cd575dc621c56c668f27d46a61d975a249930dd5e2a4 \
+    --hash=sha256:362d61fd13843997c1c446760ef36f240cf81d3ebf74ac62652aebaf7838561e \
+    --hash=sha256:376bec83a63b8021bb5c8ea75e21c4ccb86e7e45ca4eb81146091b56599b80c3 \
+    --hash=sha256:44c2a8734b333e0578090c4cd6b16f275e07aa6614ca8715e6c038e865e70576 \
+    --hash=sha256:47cc91b2f4dd2833fddaedd2893006b0106129d4b94fdb6af1f4ce5a9965577c \
+    --hash=sha256:4902828217069c3c5c71094537a8e623f5d097858ac6ca8252f7b4d10b7560f1 \
+    --hash=sha256:4bd5d4137d500351a30687c2d3971758aac9a19208fc110ccb9d7188fbe709e8 \
+    --hash=sha256:4fe7859a4e3e8457458e2ff592f15ccb02f3da787fcd31e0183879c3ad4692a1 \
+    --hash=sha256:542d2cee80be6f80247095cc36c418f7bddd14f4a6de45af91dfad36d817bba2 \
+    --hash=sha256:554af85e960429cf30784dd47447d5125aaa3b99a6f0683589dbd27e2f45da44 \
+    --hash=sha256:5833d2c39d8896e4e19b689ffc198f08ea58116bee26dea51e362ecc7cd3ed26 \
+    --hash=sha256:5947809c8a2417be3267efc979c47d76a079758166f7d43ef5ae8e9f92751f88 \
+    --hash=sha256:5ae497466c7901d54b639cf42d5b8c1b6a4fead55215500d2f486d34db48d016 \
+    --hash=sha256:5bd2293095d766545ec1a8f612559f6b40abc0eb18bb2f5d1171872d34036ede \
+    --hash=sha256:5bfbb1b9acf3334612667b61bd3002196fe2a1eb4dd74d247e0f2a4d50ec9bbf \
+    --hash=sha256:5cb4d72eea50c8868f5288b7f7f33ed276118325c1dfd3957089f6b519e1382a \
+    --hash=sha256:5dbe56a36425d26d6cfb40ce79c314a2e4dd6211d51d6d2191c00bed34f354cc \
+    --hash=sha256:5f819d5fe9234f9f82d75bdfa9aef3a3d72c4d24a6e57aeaebba32a704553aa0 \
+    --hash=sha256:64b55f9dce520635f018f907ff1b0df1fdc31f2795a922fb49dd14fbcdf48c84 \
+    --hash=sha256:6515f3182dbe4ea06ced2d9e8666d97b46ef4c75e326b79bb624110f122551db \
+    --hash=sha256:65e2befcd84bc6f37095f5961e68a6f077bf44946771354a28ad434c2cce0ae1 \
+    --hash=sha256:6aee717dcfead04c6eb1ce3bd29ac1e22663cdea57f943c87d1eab9a025438d7 \
+    --hash=sha256:6b39f987ae8ccdf0d2642338faf2abb1862340facc796048b604ef14919e55ed \
+    --hash=sha256:6e1fcf0720908f200cd21aa4e6750a48ff6ce4afe7ff5a79a90d5ed8a08296f8 \
+    --hash=sha256:74018750915ee7ad843a774364e13a3db91682f26142baddf775342c3f5b1133 \
+    --hash=sha256:74664978bb272435107de04e36db5a9735e78232b85b77d45cfb38f758efd33e \
+    --hash=sha256:74bb723680f9f7a6234dcf67aea57e708ec1fbdf5699fb91dfd6f511b0a320ef \
+    --hash=sha256:752944c7ffbfdd10c074dc58ec2d5a8a4cd9493b314d367c14d24c17684ddd14 \
+    --hash=sha256:778d2e08eda00f4256d7f672ca9fef386071c9202f5e4607920b86d7803387f2 \
+    --hash=sha256:780236ac706e66881f3b7f2f32dfe90507a09e67d1d454c762cf642e6e1586e0 \
+    --hash=sha256:798d75d81754988d2565bff1b97ba5a44411867c0cf32b77a7e8f8d84796b10d \
+    --hash=sha256:799a7a5e4fb2d5898c60b640fd4981d6a25f1c11790935a44ce38c54e985f828 \
+    --hash=sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f \
+    --hash=sha256:7c308f7e26e4363d79df40ca5b2be1c6ba9f02bdbccfed5abddb7859a6ce72cf \
+    --hash=sha256:7fa17817dc5625de8a027cb8b26d9fefa3ea28c8253929b8d6649e705d2835b6 \
+    --hash=sha256:81d5eb2a312700f4ecaa977a8235b634ce853200e828fbadf3a9c50bab278328 \
+    --hash=sha256:82004af6c302b5d3ab2cfc4cc5f29db16123b1a8417f2e25f9066f91d4411090 \
+    --hash=sha256:837c2ce8c5a65a2035be9b3569c684358dfbf109fd3b6969630a87535495ceaa \
+    --hash=sha256:840c25fb618a231545cbab0564a799f101b63b9901f2569faecd6b222ac72381 \
+    --hash=sha256:8a6562c3700cce886c5be75ade4a5db4214fda19fede41d9792d100288d8f94c \
+    --hash=sha256:8af65f14dc14a79b924524b1e7fffe304517b2bff5a58bf64f30b98bbc5079eb \
+    --hash=sha256:8ef3c867360f88ac904fd3f5e1f902f13307af9052646963ee08ff4f131adafc \
+    --hash=sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a \
+    --hash=sha256:99ae2cffebb06e6c22bdc25801d7b30f503cc87dbd283479e7b606f70aff57ec \
+    --hash=sha256:9a26f18905b8dd5d685d6d07b0cdf98a79f3c7a918906af7cc143ea2e164c8bc \
+    --hash=sha256:9b35f4c90079ff2e2edc5b26c0c77925e5d2d255c42c74fdb70fb49b172726ac \
+    --hash=sha256:9cd98cdc06614a2f768d2b7286d66805f94c48cde050acdbbb7db2600ab3197e \
+    --hash=sha256:9d1bb833febdff5c8927f922386db610b49db6e0d4f4ee29601d71e7c2694313 \
+    --hash=sha256:9f7fcd74d410a36883701fafa2482a6af2ff5ba96b9a620e9e0721e28ead5569 \
+    --hash=sha256:a59cb51917aa591b1c4e6a43c132f0cdc3c76dbad6155df4e28ee626cc77a0a3 \
+    --hash=sha256:a61900df84c667873b292c3de315a786dd8dac506704dea57bc957bd31e22c7d \
+    --hash=sha256:a79cfe37875f822425b89a82333404539ae63dbdddf97f84dcbc3d339aae9525 \
+    --hash=sha256:a8a8b89589086a25749f471e6a900d3f662d1d3b6e2e59dcecf787b1cc3a1894 \
+    --hash=sha256:a8bf8d0f749c5757af2142fe7903a9df1d2e8aa3841559b2bad34b08d0e2bcf3 \
+    --hash=sha256:a9768c477b9d7bd54bc0c86dbaebdec6f03306675526c9927c0e8a04e8f94af9 \
+    --hash=sha256:ac1c4a689edcc530fc9d9aa11f5774b9e2f33f9a0c6a57864e90908f5208d30a \
+    --hash=sha256:af2d8c67d8e573d6de5bc30cdb27e9b95e49115cd9baad5ddbd1a6207aaa82a9 \
+    --hash=sha256:b435cba5f4f750aa6c0a0d92c541fb79f69a387c91e61f1795227e4ed9cece14 \
+    --hash=sha256:b5b290ccc2a263e8d185130284f8501e3e36c5e02750fc6b6bdeb2e9e96f1e25 \
+    --hash=sha256:b5d84d37db046c5ca74ee7bb47dd6cbc13f80665fdde3e8040bdd3fb015ecb50 \
+    --hash=sha256:b7cf1017d601aa35e6bb650b6ad28652c9cd78ee6caff19f3c28d03e1c80acbf \
+    --hash=sha256:bc7637e2f80d8530ee4a78e878bce464f70087ce73cf7c1caf142416923b98f1 \
+    --hash=sha256:c0463276121fdee9c49b98908b3a89c39be45d86d1dbaa22957e38f6321d4ce3 \
+    --hash=sha256:c4ef880e27901b6cc782f1b95f82da9313c0eb95c3af699103088fa0ac3ce9ac \
+    --hash=sha256:c8ae8a0f02f57a6e61203a31428fa1d677cbe50c93622b4149d5c0f319c1d19e \
+    --hash=sha256:ca5862d5b3928c4940729dacc329aa9102900382fea192fc5e52eb69d6093815 \
+    --hash=sha256:cb01158d8b88ee68f15949894ccc6712278243d95f344770fa7593fa2d94410c \
+    --hash=sha256:cb6254dc36b47a990e59e1068afacdcd02958bdcce30bb50cc1700a8b9d624a6 \
+    --hash=sha256:cc00f04ed596e9dc0da42ed17ac5e596c6ccba999ba6bd92b0e0aef2f170f2d6 \
+    --hash=sha256:cd09d08005f958f370f539f186d10aec3377d55b9eeb0d796025d4886119d76e \
+    --hash=sha256:cd4b7ca9984e5e7985c12bc60a6f173f3c958eae74f3ef6624bb6b26e2abbae4 \
+    --hash=sha256:ce8a0633f41a967713a59c4139d29110c07e826d131a316b50ce11b1d79b4f84 \
+    --hash=sha256:cead0978fc57397645f12578bfd2d5ea9138ea0fac82b2f63f7f7c6877986a69 \
+    --hash=sha256:d055ec1e26e441f6187acf818b73564e6e6282709e9bcb5b63f5b23068356a15 \
+    --hash=sha256:d1f13550535ad8cff21b8d757a3257963e951d96e20ec82ab44bc64aeb62a191 \
+    --hash=sha256:d9c7f57c3d666a53421049053eaacdd14bbd0a528e2186fcb2e672effd053bb0 \
+    --hash=sha256:d9e45d7faa48ee908174d8fe84854479ef838fc6a705c9315372eacbc2f02897 \
+    --hash=sha256:da3326d9e65ef63a817ecbcc0df6e94463713b754fe293eaa03da99befb9a5bd \
+    --hash=sha256:de00632ca48df9daf77a2c65a484531649261ec9f25489917f09e455cb09ddb2 \
+    --hash=sha256:e1f185f86a6f3403aa2420e815904c67b2f9ebc443f045edd0de921108345794 \
+    --hash=sha256:e824f1492727fa856dd6eda4f7cee25f8518a12f3c4a56a74e8095695089cf6d \
+    --hash=sha256:e912091979546adf63357d7e2ccff9b44f026c075aeaf25a52d0e95ad2281074 \
+    --hash=sha256:eaabd426fe94daf8fd157c32e571c85cb12e66692f15516a83a03264b08d06c3 \
+    --hash=sha256:ebf3e58c7ec8a8bed6d66a75d7fb37b55e5015b03ceae72a8e7c74495551e224 \
+    --hash=sha256:ecaae4149d99b1c9e7b88bb03e3221956f68fd6d50be2ef061b2381b61d20838 \
+    --hash=sha256:eecbc200c7fd5ddb9a7f16c7decb07b566c29fa2161a16cf67b8d068bd21690a \
+    --hash=sha256:f155a433c2ec037d4e8df17d18922c3a0d9b3232a396690f17175d2946f0218d \
+    --hash=sha256:f1e34719c6ed0b92f418c7c780480b26b5d9c50349e9a9af7d76bf757530350d \
+    --hash=sha256:f34be2938726fc13801220747472850852fe6b1ea75869a048d6f896838c896f \
+    --hash=sha256:f820802628d2694cb7e56db99213f930856014862f3fd943d290ea8438d07ca8 \
+    --hash=sha256:f8bf04158c6b607d747e93949aa60618b61312fe647a6369f88ce2ff16043490 \
+    --hash=sha256:f8e160feb2aed042cd657a72acc0b481212ed28b1b9a95c0cee1621b524e1966 \
+    --hash=sha256:f9d332f8c2a2fcbffe1378594431458ddbef721c1769d78e2cbc06280d8155f9 \
+    --hash=sha256:fa09f53c465e532f4d3db095e0c55b615f010ad81803d383195b6b5ca6cbf5f3 \
+    --hash=sha256:faa3a41b2b66b6e50f84ae4a68c64fcd0c44355741c6374813a800cd6695db9e \
+    --hash=sha256:fd44c878ea55ba351104cb93cc85e74916eb8fa440ca7903e57575e97394f608
+    # via requests
+chevron==0.14.0 \
+    --hash=sha256:87613aafdf6d77b6a90ff073165a61ae5086e21ad49057aa0e53681601800ebf \
+    --hash=sha256:fbf996a709f8da2e745ef763f482ce2d311aa817d287593a5b990d6d6e4f0443
+    # via autoevals
+click==8.3.1 \
+    --hash=sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a \
+    --hash=sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6
+    # via
+    #   litellm
+    #   llama-stack-client
+    #   nltk
+    #   uvicorn
+contourpy==1.3.3 \
+    --hash=sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69 \
+    --hash=sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc \
+    --hash=sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880 \
+    --hash=sha256:0bf67e0e3f482cb69779dd3061b534eb35ac9b17f163d851e2a547d56dba0a3a \
+    --hash=sha256:0c1fc238306b35f246d61a1d416a627348b5cf0648648a031e14bb8705fcdfe8 \
+    --hash=sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc \
+    --hash=sha256:15ff10bfada4bf92ec8b31c62bf7c1834c244019b4a33095a68000d7075df470 \
+    --hash=sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5 \
+    --hash=sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263 \
+    --hash=sha256:1fd43c3be4c8e5fd6e4f2baeae35ae18176cf2e5cced681cca908addf1cdd53b \
+    --hash=sha256:22e9b1bd7a9b1d652cd77388465dc358dafcd2e217d35552424aa4f996f524f5 \
+    --hash=sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381 \
+    --hash=sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3 \
+    --hash=sha256:2a2a8b627d5cc6b7c41a4beff6c5ad5eb848c88255fda4a8745f7e901b32d8e4 \
+    --hash=sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e \
+    --hash=sha256:322ab1c99b008dad206d406bb61d014cf0174df491ae9d9d0fac6a6fda4f977f \
+    --hash=sha256:33c82d0138c0a062380332c861387650c82e4cf1747aaa6938b9b6516762e772 \
+    --hash=sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286 \
+    --hash=sha256:3519428f6be58431c56581f1694ba8e50626f2dd550af225f82fb5f5814d2a42 \
+    --hash=sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301 \
+    --hash=sha256:3d1a3799d62d45c18bafd41c5fa05120b96a28079f2393af559b843d1a966a77 \
+    --hash=sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7 \
+    --hash=sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411 \
+    --hash=sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1 \
+    --hash=sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9 \
+    --hash=sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a \
+    --hash=sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b \
+    --hash=sha256:51e79c1f7470158e838808d4a996fa9bac72c498e93d8ebe5119bc1e6becb0db \
+    --hash=sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6 \
+    --hash=sha256:598c3aaece21c503615fd59c92a3598b428b2f01bfb4b8ca9c4edeecc2438620 \
+    --hash=sha256:5ed3657edf08512fc3fe81b510e35c2012fbd3081d2e26160f27ca28affec989 \
+    --hash=sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea \
+    --hash=sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67 \
+    --hash=sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5 \
+    --hash=sha256:66c8a43a4f7b8df8b71ee1840e4211a3c8d93b214b213f590e18a1beca458f7d \
+    --hash=sha256:6afc576f7b33cf00996e5c1102dc2a8f7cc89e39c0b55df93a0b78c1bd992b36 \
+    --hash=sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99 \
+    --hash=sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1 \
+    --hash=sha256:70f9aad7de812d6541d29d2bbf8feb22ff7e1c299523db288004e3157ff4674e \
+    --hash=sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b \
+    --hash=sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8 \
+    --hash=sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d \
+    --hash=sha256:929ddf8c4c7f348e4c0a5a3a714b5c8542ffaa8c22954862a46ca1813b667ee7 \
+    --hash=sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7 \
+    --hash=sha256:95b181891b4c71de4bb404c6621e7e2390745f887f2a026b2d99e92c17892339 \
+    --hash=sha256:9e999574eddae35f1312c2b4b717b7885d4edd6cb46700e04f7f02db454e67c1 \
+    --hash=sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659 \
+    --hash=sha256:a22738912262aa3e254e4f3cb079a95a67132fc5a063890e224393596902f5a4 \
+    --hash=sha256:ab2fd90904c503739a75b7c8c5c01160130ba67944a7b77bbf36ef8054576e7f \
+    --hash=sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20 \
+    --hash=sha256:afe5a512f31ee6bd7d0dda52ec9864c984ca3d66664444f2d72e0dc4eb832e36 \
+    --hash=sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb \
+    --hash=sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d \
+    --hash=sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8 \
+    --hash=sha256:b7301b89040075c30e5768810bc96a8e8d78085b47d8be6e4c3f5a0b4ed478a0 \
+    --hash=sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b \
+    --hash=sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7 \
+    --hash=sha256:ca658cd1a680a5c9ea96dc61cdbae1e85c8f25849843aa799dfd3cb370ad4fbe \
+    --hash=sha256:cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77 \
+    --hash=sha256:cd5dfcaeb10f7b7f9dc8941717c6c2ade08f587be2226222c12b25f0483ed497 \
+    --hash=sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd \
+    --hash=sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1 \
+    --hash=sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216 \
+    --hash=sha256:d304906ecc71672e9c89e87c4675dc5c2645e1f4269a5063b99b0bb29f232d13 \
+    --hash=sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae \
+    --hash=sha256:e74a9a0f5e3fff48fb5a7f2fd2b9b70a3fe014a67522f79b7cca4c0c7e43c9ae \
+    --hash=sha256:ea37e7b45949df430fe649e5de8351c423430046a2af20b1c1961cae3afcda77 \
+    --hash=sha256:f64836de09927cba6f79dcd00fdd7d5329f3fccc633468507079c829ca4db4e3 \
+    --hash=sha256:fd6ec6be509c787f1caf6b247f0b1ca598bef13f4ddeaa126b7658215529ba0f \
+    --hash=sha256:fd907ae12cd483cd83e414b12941c632a969171bf90fc937d0c9f268a31cafff \
+    --hash=sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9 \
+    --hash=sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a
+    # via matplotlib
+cryptography==46.0.3 \
+    --hash=sha256:00a5e7e87938e5ff9ff5447ab086a5706a957137e6e433841e9d24f38a065217 \
+    --hash=sha256:01ca9ff2885f3acc98c29f1860552e37f6d7c7d013d7334ff2a9de43a449315d \
+    --hash=sha256:09859af8466b69bc3c27bdf4f5d84a665e0f7ab5088412e9e2ec49758eca5cbc \
+    --hash=sha256:0abf1ffd6e57c67e92af68330d05760b7b7efb243aab8377e583284dbab72c71 \
+    --hash=sha256:1000713389b75c449a6e979ffc7dcc8ac90b437048766cef052d4d30b8220971 \
+    --hash=sha256:109d4ddfadf17e8e7779c39f9b18111a09efb969a301a31e987416a0191ed93a \
+    --hash=sha256:10b01676fc208c3e6feeb25a8b83d81767e8059e1fe86e1dc62d10a3018fa926 \
+    --hash=sha256:10ca84c4668d066a9878890047f03546f3ae0a6b8b39b697457b7757aaf18dbc \
+    --hash=sha256:15ab9b093e8f09daab0f2159bb7e47532596075139dd74365da52ecc9cb46c5d \
+    --hash=sha256:191bb60a7be5e6f54e30ba16fdfae78ad3a342a0599eb4193ba88e3f3d6e185b \
+    --hash=sha256:22d7e97932f511d6b0b04f2bfd818d73dcd5928db509460aaf48384778eb6d20 \
+    --hash=sha256:23b1a8f26e43f47ceb6d6a43115f33a5a37d57df4ea0ca295b780ae8546e8044 \
+    --hash=sha256:36e627112085bb3b81b19fed209c05ce2a52ee8b15d161b7c643a7d5a88491f3 \
+    --hash=sha256:39b6755623145ad5eff1dab323f4eae2a32a77a7abef2c5089a04a3d04366715 \
+    --hash=sha256:3b51b8ca4f1c6453d8829e1eb7299499ca7f313900dd4d89a24b8b87c0a780d4 \
+    --hash=sha256:402b58fc32614f00980b66d6e56a5b4118e6cb362ae8f3fda141ba4689bd4506 \
+    --hash=sha256:416260257577718c05135c55958b674000baef9a1c7d9e8f306ec60d71db850f \
+    --hash=sha256:46acf53b40ea38f9c6c229599a4a13f0d46a6c3fa9ef19fc1a124d62e338dfa0 \
+    --hash=sha256:4b7387121ac7d15e550f5cb4a43aef2559ed759c35df7336c402bb8275ac9683 \
+    --hash=sha256:50fc3343ac490c6b08c0cf0d704e881d0d660be923fd3076db3e932007e726e3 \
+    --hash=sha256:516ea134e703e9fe26bcd1277a4b59ad30586ea90c365a87781d7887a646fe21 \
+    --hash=sha256:549e234ff32571b1f4076ac269fcce7a808d3bf98b76c8dd560e42dbc66d7d91 \
+    --hash=sha256:5d7f93296ee28f68447397bf5198428c9aeeab45705a55d53a6343455dcb2c3c \
+    --hash=sha256:5ecfccd2329e37e9b7112a888e76d9feca2347f12f37918facbb893d7bb88ee8 \
+    --hash=sha256:6276eb85ef938dc035d59b87c8a7dc559a232f954962520137529d77b18ff1df \
+    --hash=sha256:6b5063083824e5509fdba180721d55909ffacccc8adbec85268b48439423d78c \
+    --hash=sha256:6eae65d4c3d33da080cff9c4ab1f711b15c1d9760809dad6ea763f3812d254cb \
+    --hash=sha256:6f61efb26e76c45c4a227835ddeae96d83624fb0d29eb5df5b96e14ed1a0afb7 \
+    --hash=sha256:71e842ec9bc7abf543b47cf86b9a743baa95f4677d22baa4c7d5c69e49e9bc04 \
+    --hash=sha256:760f83faa07f8b64e9c33fc963d790a2edb24efb479e3520c14a45741cd9b2db \
+    --hash=sha256:78a97cf6a8839a48c49271cdcbd5cf37ca2c1d6b7fdd86cc864f302b5e9bf459 \
+    --hash=sha256:7ce938a99998ed3c8aa7e7272dca1a610401ede816d36d0693907d863b10d9ea \
+    --hash=sha256:8a6e050cb6164d3f830453754094c086ff2d0b2f3a897a1d9820f6139a1f0914 \
+    --hash=sha256:9394673a9f4de09e28b5356e7fff97d778f8abad85c9d5ac4a4b7e25a0de7717 \
+    --hash=sha256:94cd0549accc38d1494e1f8de71eca837d0509d0d44bf11d158524b0e12cebf9 \
+    --hash=sha256:a04bee9ab6a4da801eb9b51f1b708a1b5b5c9eb48c03f74198464c66f0d344ac \
+    --hash=sha256:a23582810fedb8c0bc47524558fb6c56aac3fc252cb306072fd2815da2a47c32 \
+    --hash=sha256:a2c0cd47381a3229c403062f764160d57d4d175e022c1df84e168c6251a22eec \
+    --hash=sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1 \
+    --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb \
+    --hash=sha256:b02cf04496f6576afffef5ddd04a0cb7d49cf6be16a9059d793a30b035f6b6ac \
+    --hash=sha256:b419ae593c86b87014b9be7396b385491ad7f320bde96826d0dd174459e54665 \
+    --hash=sha256:c0a7bb1a68a5d3471880e264621346c48665b3bf1c3759d682fc0864c540bd9e \
+    --hash=sha256:c70cc23f12726be8f8bc72e41d5065d77e4515efae3690326764ea1b07845cfb \
+    --hash=sha256:c8daeb2d2174beb4575b77482320303f3d39b8e81153da4f0fb08eb5fe86a6c5 \
+    --hash=sha256:cb3d760a6117f621261d662bccc8ef5bc32ca673e037c83fbe565324f5c46936 \
+    --hash=sha256:d55f3dffadd674514ad19451161118fd010988540cee43d8bc20675e775925de \
+    --hash=sha256:d89c3468de4cdc4f08a57e214384d0471911a3830fcdaf7a8cc587e42a866372 \
+    --hash=sha256:db391fa7c66df6762ee3f00c95a89e6d428f4d60e7abc8328f4fe155b5ac6e54 \
+    --hash=sha256:dfb781ff7eaa91a6f7fd41776ec37c5853c795d3b358d4896fdbb5df168af422 \
+    --hash=sha256:e5bf0ed4490068a2e72ac03d786693adeb909981cc596425d09032d372bcc849 \
+    --hash=sha256:e7aec276d68421f9574040c26e2a7c3771060bc0cff408bae1dcb19d3ab1e63c \
+    --hash=sha256:ef639cb3372f69ec44915fafcd6698b6cc78fbe0c2ea41be867f6ed612811963 \
+    --hash=sha256:f260d0d41e9b4da1ed1e0f1ce571f97fe370b152ab18778e9e8f67d6af432018
+    # via
+    #   authlib
+    #   pyjwt
+    #   python-jose
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
+    --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
+    # via matplotlib
+datasets==4.4.1 \
+    --hash=sha256:80322699aa8c0bbbdb7caa87906da689c3c2e29523cff698775c67f28fdab1fc \
+    --hash=sha256:c1163de5211e42546079ab355cc0250c7e6db16eb209ac5ac6252f801f596c44
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   trl
+dill==0.4.0 \
+    --hash=sha256:0633f1d2df477324f53a895b02c901fb961bdbf65a17122586ea7019292cbcf0 \
+    --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
+    # via
+    #   datasets
+    #   multiprocess
+distro==1.9.0 \
+    --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \
+    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
+    # via
+    #   llama-stack-client
+    #   openai
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af \
+    --hash=sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f
+    # via email-validator
+durationpy==0.10 \
+    --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
+    --hash=sha256:3b41e1b601234296b4fb368338fdcd3e13e0b4fb5b67345948f4f2bf9868b286
+    # via kubernetes
+ecdsa==0.19.1 \
+    --hash=sha256:30638e27cf77b7e15c4c4cc1973720149e1033827cfd00661ca5c8cc0cdb24c3 \
+    --hash=sha256:478cba7b62555866fcb3bb3fe985e06decbdb68ef55713c4e5ab98c57d508e61
+    # via python-jose
+email-validator==2.3.0 \
+    --hash=sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4 \
+    --hash=sha256:9fc05c37f2f6cf439ff414f8fc46d917929974a82244c20eb10231ba60c54426
+    # via lightspeed-stack (pyproject.toml)
+emoji==2.15.0 \
+    --hash=sha256:205296793d66a89d88af4688fa57fd6496732eb48917a87175a023c8138995eb \
+    --hash=sha256:eae4ab7d86456a70a00a985125a03263a5eac54cd55e51d7e184b1ed3b6757e4
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+faiss-cpu==1.13.0 \
+    --hash=sha256:0ccd33708f71607b6859c6d7a5a9e7f0f59f1741ccf6b70597f2276769886768 \
+    --hash=sha256:0cffbac3a89da937d6415e2183379360787baf0b783e1d2b155533df2ab3e1d1 \
+    --hash=sha256:152877176ff5f84e1690fd19fbad8931c8a47ec77a310ffae4e7ca738851d4d5 \
+    --hash=sha256:15f7fe4bbfa0ee05fb95947f6eaf520cef451a4dfe2d15a00a8cf34f8ba67840 \
+    --hash=sha256:1bafa485809121c8a7da69c3d31e2f176ec8ab5c8ea78eba772aa5a81c29fd0a \
+    --hash=sha256:2fc555157ba69bddfab9142245632b7c0ad7ec20d48b6046ffcef6d9397fd034 \
+    --hash=sha256:43be41c086413faa480460aea6fe0f5d3bc119d88405d4e95793e89612300b41 \
+    --hash=sha256:4bdc39b1bd7cbb6bb98cce3affc6c0b54e216b8ff57f22b4a8aa81cfde778417 \
+    --hash=sha256:5867f6731d45ab596812de1d8f0f5f171103d41fb5642ad9dc8deb30c41a699a \
+    --hash=sha256:917bddfd45553c54517f12c7ebfccefdee1dcf01defb7e9fd5dba711af391320 \
+    --hash=sha256:9603840474749a7fc3e0a7a6d700d16ab99f947b803537449bbcc66c3f90bfce \
+    --hash=sha256:98880cb99bf4fa7a89e81dd0e1c8daab0975eabcc006fc33437d9e3f43493a0e \
+    --hash=sha256:aeffee29c00316e3de11d8646703814f9c2110c199efc7874369bfaf961447b3 \
+    --hash=sha256:d8714f8dad5da31ea235584a07e9671216072b78edddf31b352f96e798f9aac5 \
+    --hash=sha256:f15a82e66f43528173debda57dc0111ef563e069b40f3dca8583eafb77ca544d \
+    --hash=sha256:fb264703092b5f7bd27188edd00ca50d319c9c08f4c743be5df11c6c3bf4bfcb
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+fastapi==0.122.0 \
+    --hash=sha256:a456e8915dfc6c8914a50d9651133bd47ec96d331c5b44600baa635538a30d67 \
+    --hash=sha256:cd9b5352031f93773228af8b4c443eedc2ac2aa74b27780387b853c3726fb94b
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   llama-stack
+fastuuid==0.14.0 \
+    --hash=sha256:05a8dde1f395e0c9b4be515b7a521403d1e8349443e7641761af07c7ad1624b1 \
+    --hash=sha256:0737606764b29785566f968bd8005eace73d3666bd0862f33a760796e26d1ede \
+    --hash=sha256:089c18018fdbdda88a6dafd7d139f8703a1e7c799618e33ea25eb52503d28a11 \
+    --hash=sha256:09098762aad4f8da3a888eb9ae01c84430c907a297b97166b8abc07b640f2995 \
+    --hash=sha256:09378a05020e3e4883dfdab438926f31fea15fd17604908f3d39cbeb22a0b4dc \
+    --hash=sha256:0c9ec605ace243b6dbe3bd27ebdd5d33b00d8d1d3f580b39fdd15cd96fd71796 \
+    --hash=sha256:0df14e92e7ad3276327631c9e7cec09e32572ce82089c55cb1bb8df71cf394ed \
+    --hash=sha256:12ac85024637586a5b69645e7ed986f7535106ed3013640a393a03e461740cb7 \
+    --hash=sha256:1383fff584fa249b16329a059c68ad45d030d5a4b70fb7c73a08d98fd53bcdab \
+    --hash=sha256:139d7ff12bb400b4a0c76be64c28cbe2e2edf60b09826cbfd85f33ed3d0bbe8b \
+    --hash=sha256:13ec4f2c3b04271f62be2e1ce7e95ad2dd1cf97e94503a3760db739afbd48f00 \
+    --hash=sha256:178947fc2f995b38497a74172adee64fdeb8b7ec18f2a5934d037641ba265d26 \
+    --hash=sha256:193ca10ff553cf3cc461572da83b5780fc0e3eea28659c16f89ae5202f3958d4 \
+    --hash=sha256:1a771f135ab4523eb786e95493803942a5d1fc1610915f131b363f55af53b219 \
+    --hash=sha256:1bf539a7a95f35b419f9ad105d5a8a35036df35fdafae48fb2fd2e5f318f0d75 \
+    --hash=sha256:1ca61b592120cf314cfd66e662a5b54a578c5a15b26305e1b8b618a6f22df714 \
+    --hash=sha256:1e3cc56742f76cd25ecb98e4b82a25f978ccffba02e4bdce8aba857b6d85d87b \
+    --hash=sha256:1e690d48f923c253f28151b3a6b4e335f2b06bf669c68a02665bc150b7839e94 \
+    --hash=sha256:2b29e23c97e77c3a9514d70ce343571e469098ac7f5a269320a0f0b3e193ab36 \
+    --hash=sha256:2dce5d0756f046fa792a40763f36accd7e466525c5710d2195a038f93ff96346 \
+    --hash=sha256:2ec3d94e13712a133137b2805073b65ecef4a47217d5bac15d8ac62376cefdb4 \
+    --hash=sha256:2fb3c0d7fef6674bbeacdd6dbd386924a7b60b26de849266d1ff6602937675c8 \
+    --hash=sha256:2fc37479517d4d70c08696960fad85494a8a7a0af4e93e9a00af04d74c59f9e3 \
+    --hash=sha256:33e678459cf4addaedd9936bbb038e35b3f6b2061330fd8f2f6a1d80414c0f87 \
+    --hash=sha256:3964bab460c528692c70ab6b2e469dd7a7b152fbe8c18616c58d34c93a6cf8d4 \
+    --hash=sha256:3acdf655684cc09e60fb7e4cf524e8f42ea760031945aa8086c7eae2eeeabeb8 \
+    --hash=sha256:448aa6833f7a84bfe37dd47e33df83250f404d591eb83527fa2cac8d1e57d7f3 \
+    --hash=sha256:47c821f2dfe95909ead0085d4cb18d5149bca704a2b03e03fb3f81a5202d8cea \
+    --hash=sha256:4edc56b877d960b4eda2c4232f953a61490c3134da94f3c28af129fb9c62a4f6 \
+    --hash=sha256:5816d41f81782b209843e52fdef757a361b448d782452d96abedc53d545da722 \
+    --hash=sha256:6e6243d40f6c793c3e2ee14c13769e341b90be5ef0c23c82fa6515a96145181a \
+    --hash=sha256:6fbc49a86173e7f074b1a9ec8cf12ca0d54d8070a85a06ebf0e76c309b84f0d0 \
+    --hash=sha256:73657c9f778aba530bc96a943d30e1a7c80edb8278df77894fe9457540df4f85 \
+    --hash=sha256:73946cb950c8caf65127d4e9a325e2b6be0442a224fd51ba3b6ac44e1912ce34 \
+    --hash=sha256:77a09cb7427e7af74c594e409f7731a0cf887221de2f698e1ca0ebf0f3139021 \
+    --hash=sha256:77e94728324b63660ebf8adb27055e92d2e4611645bf12ed9d88d30486471d0a \
+    --hash=sha256:7a3c0bca61eacc1843ea97b288d6789fbad7400d16db24e36a66c28c268cfe3d \
+    --hash=sha256:7f2f3efade4937fae4e77efae1af571902263de7b78a0aee1a1653795a093b2a \
+    --hash=sha256:808527f2407f58a76c916d6aa15d58692a4a019fdf8d4c32ac7ff303b7d7af09 \
+    --hash=sha256:83cffc144dc93eb604b87b179837f2ce2af44871a7b323f2bfed40e8acb40ba8 \
+    --hash=sha256:84b0779c5abbdec2a9511d5ffbfcd2e53079bf889824b32be170c0d8ef5fc74c \
+    --hash=sha256:9579618be6280700ae36ac42c3efd157049fe4dd40ca49b021280481c78c3176 \
+    --hash=sha256:9a133bf9cc78fdbd1179cb58a59ad0100aa32d8675508150f3658814aeefeaa4 \
+    --hash=sha256:9bd57289daf7b153bfa3e8013446aa144ce5e8c825e9e366d455155ede5ea2dc \
+    --hash=sha256:a0809f8cc5731c066c909047f9a314d5f536c871a7a22e815cc4967c110ac9ad \
+    --hash=sha256:a6f46790d59ab38c6aa0e35c681c0484b50dc0acf9e2679c005d61e019313c24 \
+    --hash=sha256:a8a0dfea3972200f72d4c7df02c8ac70bad1bb4c58d7e0ec1e6f341679073a7f \
+    --hash=sha256:aa75b6657ec129d0abded3bec745e6f7ab642e6dba3a5272a68247e85f5f316f \
+    --hash=sha256:ab32f74bd56565b186f036e33129da77db8be09178cd2f5206a5d4035fb2a23f \
+    --hash=sha256:ab3f5d36e4393e628a4df337c2c039069344db5f4b9d2a3c9cea48284f1dd741 \
+    --hash=sha256:ac60fc860cdf3c3f327374db87ab8e064c86566ca8c49d2e30df15eda1b0c2d5 \
+    --hash=sha256:ae64ba730d179f439b0736208b4c279b8bc9c089b102aec23f86512ea458c8a4 \
+    --hash=sha256:af5967c666b7d6a377098849b07f83462c4fedbafcf8eb8bc8ff05dcbe8aa209 \
+    --hash=sha256:b2fdd48b5e4236df145a149d7125badb28e0a383372add3fbaac9a6b7a394470 \
+    --hash=sha256:b852a870a61cfc26c884af205d502881a2e59cc07076b60ab4a951cc0c94d1ad \
+    --hash=sha256:b9a0ca4f03b7e0b01425281ffd44e99d360e15c895f1907ca105854ed85e2057 \
+    --hash=sha256:bbb0c4b15d66b435d2538f3827f05e44e2baafcc003dd7d8472dc67807ab8fd8 \
+    --hash=sha256:bcc96ee819c282e7c09b2eed2b9bd13084e3b749fdb2faf58c318d498df2efbe \
+    --hash=sha256:c0a94245afae4d7af8c43b3159d5e3934c53f47140be0be624b96acd672ceb73 \
+    --hash=sha256:c0eb25f0fd935e376ac4334927a59e7c823b36062080e2e13acbaf2af15db836 \
+    --hash=sha256:c3091e63acf42f56a6f74dc65cfdb6f99bfc79b5913c8a9ac498eb7ca09770a8 \
+    --hash=sha256:c501561e025b7aea3508719c5801c360c711d5218fc4ad5d77bf1c37c1a75779 \
+    --hash=sha256:c7502d6f54cd08024c3ea9b3514e2d6f190feb2f46e6dbcd3747882264bb5f7b \
+    --hash=sha256:caa1f14d2102cb8d353096bc6ef6c13b2c81f347e6ab9d6fbd48b9dea41c153d \
+    --hash=sha256:cb9a030f609194b679e1660f7e32733b7a0f332d519c5d5a6a0a580991290022 \
+    --hash=sha256:cd5a7f648d4365b41dbf0e38fe8da4884e57bed4e77c83598e076ac0c93995e7 \
+    --hash=sha256:d23ef06f9e67163be38cece704170486715b177f6baae338110983f99a72c070 \
+    --hash=sha256:d31f8c257046b5617fc6af9c69be066d2412bdef1edaa4bdf6a214cf57806105 \
+    --hash=sha256:d55b7e96531216fc4f071909e33e35e5bfa47962ae67d9e84b00a04d6e8b7173 \
+    --hash=sha256:d9e4332dc4ba054434a9594cbfaf7823b57993d7d8e7267831c3e059857cf397 \
+    --hash=sha256:de01280eabcd82f7542828ecd67ebf1551d37203ecdfd7ab1f2e534edb78d505 \
+    --hash=sha256:df61342889d0f5e7a32f7284e55ef95103f2110fee433c2ae7c2c0956d76ac8a \
+    --hash=sha256:e0976c0dff7e222513d206e06341503f07423aceb1db0b83ff6851c008ceee06 \
+    --hash=sha256:e150eab56c95dc9e3fefc234a0eedb342fac433dacc273cd4d150a5b0871e1fa \
+    --hash=sha256:e23fc6a83f112de4be0cc1990e5b127c27663ae43f866353166f87df58e73d06 \
+    --hash=sha256:ec27778c6ca3393ef662e2762dba8af13f4ec1aaa32d08d77f71f2a70ae9feb8 \
+    --hash=sha256:f54d5b36c56a2d5e1a31e73b950b28a0d83eb0c37b91d10408875a5a29494bad \
+    --hash=sha256:f74631b8322d2780ebcf2d2d75d58045c3e9378625ec51865fe0b5620800c39d
+    # via litellm
+filelock==3.20.0 \
+    --hash=sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2 \
+    --hash=sha256:711e943b4ec6be42e1d4e6690b48dc175c822967466bb31c0c293f34334c13f4
+    # via
+    #   blobfile
+    #   datasets
+    #   huggingface-hub
+    #   torch
+    #   transformers
+fire==0.7.1 \
+    --hash=sha256:3b208f05c736de98fb343310d090dcc4d8c78b2a89ea4f32b837c586270a9cbf \
+    --hash=sha256:e43fd8a5033a9001e7e2973bab96070694b9f12f2e0ecf96d4683971b5ab1882
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   llama-stack
+    #   llama-stack-client
+fonttools==4.60.1 \
+    --hash=sha256:022beaea4b73a70295b688f817ddc24ed3e3418b5036ffcd5658141184ef0d0c \
+    --hash=sha256:026290e4ec76583881763fac284aca67365e0be9f13a7fb137257096114cb3bc \
+    --hash=sha256:0b0835ed15dd5b40d726bb61c846a688f5b4ce2208ec68779bc81860adb5851a \
+    --hash=sha256:0eae96373e4b7c9e45d099d7a523444e3554360927225c1cdae221a58a45b856 \
+    --hash=sha256:122e1a8ada290423c493491d002f622b1992b1ab0b488c68e31c413390dc7eb2 \
+    --hash=sha256:1410155d0e764a4615774e5c2c6fc516259fe3eca5882f034eb9bfdbee056259 \
+    --hash=sha256:145daa14bf24824b677b9357c5e44fd8895c2a8f53596e1b9ea3496081dc692c \
+    --hash=sha256:1525796c3ffe27bb6268ed2a1bb0dcf214d561dfaf04728abf01489eb5339dce \
+    --hash=sha256:154cb6ee417e417bf5f7c42fe25858c9140c26f647c7347c06f0cc2d47eff003 \
+    --hash=sha256:2299df884c11162617a66b7c316957d74a18e3758c0274762d2cc87df7bc0272 \
+    --hash=sha256:2409d5fb7b55fd70f715e6d34e7a6e4f7511b8ad29a49d6df225ee76da76dd77 \
+    --hash=sha256:268ecda8ca6cb5c4f044b1fb9b3b376e8cd1b361cef275082429dc4174907038 \
+    --hash=sha256:282dafa55f9659e8999110bd8ed422ebe1c8aecd0dc396550b038e6c9a08b8ea \
+    --hash=sha256:2ee06fc57512144d8b0445194c2da9f190f61ad51e230f14836286470c99f854 \
+    --hash=sha256:3630e86c484263eaac71d117085d509cbcf7b18f677906824e4bace598fb70d2 \
+    --hash=sha256:398447f3d8c0c786cbf1209711e79080a40761eb44b27cdafffb48f52bcec258 \
+    --hash=sha256:4ba4bd646e86de16160f0fb72e31c3b9b7d0721c3e5b26b9fa2fc931dfdb2652 \
+    --hash=sha256:5664fd1a9ea7f244487ac8f10340c4e37664675e8667d6fee420766e0fb3cf08 \
+    --hash=sha256:583b7f8e3c49486e4d489ad1deacfb8d5be54a8ef34d6df824f6a171f8511d99 \
+    --hash=sha256:596ecaca36367027d525b3b426d8a8208169d09edcf8c7506aceb3a38bfb55c7 \
+    --hash=sha256:5c1015318e4fec75dd4943ad5f6a206d9727adf97410d58b7e32ab644a807914 \
+    --hash=sha256:66929e2ea2810c6533a5184f938502cfdaea4bc3efb7130d8cc02e1c1b4108d6 \
+    --hash=sha256:6ec722ee589e89a89f5b7574f5c45604030aa6ae24cb2c751e2707193b466fed \
+    --hash=sha256:6f68576bb4bbf6060c7ab047b1574a1ebe5c50a17de62830079967b211059ebb \
+    --hash=sha256:7473a8ed9ed09aeaa191301244a5a9dbe46fe0bf54f9d6cd21d83044c3321217 \
+    --hash=sha256:7b0c6d57ab00dae9529f3faf187f2254ea0aa1e04215cf2f1a8ec277c96661bc \
+    --hash=sha256:7b4c32e232a71f63a5d00259ca3d88345ce2a43295bb049d21061f338124246f \
+    --hash=sha256:8177ec9676ea6e1793c8a084a90b65a9f778771998eb919d05db6d4b1c0b114c \
+    --hash=sha256:839565cbf14645952d933853e8ade66a463684ed6ed6c9345d0faf1f0e868877 \
+    --hash=sha256:875cb7764708b3132637f6c5fb385b16eeba0f7ac9fa45a69d35e09b47045801 \
+    --hash=sha256:8a44788d9d91df72d1a5eac49b31aeb887a5f4aab761b4cffc4196c74907ea85 \
+    --hash=sha256:8b4eb332f9501cb1cd3d4d099374a1e1306783ff95489a1026bde9eb02ccc34a \
+    --hash=sha256:906306ac7afe2156fcf0042173d6ebbb05416af70f6b370967b47f8f00103bbb \
+    --hash=sha256:992775c9fbe2cf794786fa0ffca7f09f564ba3499b8fe9f2f80bd7197db60383 \
+    --hash=sha256:996a4d1834524adbb423385d5a629b868ef9d774670856c63c9a0408a3063401 \
+    --hash=sha256:9a52f254ce051e196b8fe2af4634c2d2f02c981756c6464dc192f1b6050b4e28 \
+    --hash=sha256:9d0ced62b59e0430b3690dbc5373df1c2aa7585e9a8ce38eff87f0fd993c5b01 \
+    --hash=sha256:a140761c4ff63d0cb9256ac752f230460ee225ccef4ad8f68affc723c88e2036 \
+    --hash=sha256:a184b2ea57b13680ab6d5fbde99ccef152c95c06746cb7718c583abd8f945ccc \
+    --hash=sha256:a3db56f153bd4c5c2b619ab02c5db5192e222150ce5a1bc10f16164714bc39ac \
+    --hash=sha256:a46b2f450bc79e06ef3b6394f0c68660529ed51692606ad7f953fc2e448bc903 \
+    --hash=sha256:a884aef09d45ba1206712c7dbda5829562d3fea7726935d3289d343232ecb0d3 \
+    --hash=sha256:b2cf105cee600d2de04ca3cfa1f74f1127f8455b71dbad02b9da6ec266e116d6 \
+    --hash=sha256:b33a7884fabd72bdf5f910d0cf46be50dce86a0362a65cfc746a4168c67eb96c \
+    --hash=sha256:b42d86938e8dda1cd9a1a87a6d82f1818eaf933348429653559a458d027446da \
+    --hash=sha256:b6379e7546ba4ae4b18f8ae2b9bc5960936007a1c0e30b342f662577e8bc3299 \
+    --hash=sha256:c7420a2696a44650120cdd269a5d2e56a477e2bfa9d95e86229059beb1c19e15 \
+    --hash=sha256:c8651e0d4b3bdeda6602b85fdc2abbefc1b41e573ecb37b6779c4ca50753a199 \
+    --hash=sha256:d066ea419f719ed87bc2c99a4a4bfd77c2e5949cb724588b9dd58f3fd90b92bf \
+    --hash=sha256:e6c58beb17380f7c2ea181ea11e7db8c0ceb474c9dd45f48e71e2cb577d146a1 \
+    --hash=sha256:e852d9dda9f93ad3651ae1e3bb770eac544ec93c3807888798eccddf84596537 \
+    --hash=sha256:ec3681a0cb34c255d76dd9d865a55f260164adb9fa02628415cdc2d43ee2c05d \
+    --hash=sha256:ee0c0b3b35b34f782afc673d503167157094a16f442ace7c6c5e0ca80b08f50c \
+    --hash=sha256:eedacb5c5d22b7097482fa834bda0dafa3d914a4e829ec83cdea2a01f8c813c4 \
+    --hash=sha256:ef00af0439ebfee806b25f24c8f92109157ff3fac5731dc7867957812e87b8d9 \
+    --hash=sha256:f0e8817c7d1a0c2eedebf57ef9a9896f3ea23324769a9a2061a80fe8852705ed \
+    --hash=sha256:f3d5be054c461d6a2268831f04091dc82753176f6ea06dc6047a5e168265a987 \
+    --hash=sha256:f4b5c37a5f40e4d733d3bbaaef082149bee5a5ea3156a785ff64d949bd1353fa
+    # via matplotlib
+frozenlist==1.8.0 \
+    --hash=sha256:0325024fe97f94c41c08872db482cf8ac4800d80e79222c6b0b7b162d5b13686 \
+    --hash=sha256:032efa2674356903cd0261c4317a561a6850f3ac864a63fc1583147fb05a79b0 \
+    --hash=sha256:03ae967b4e297f58f8c774c7eabcce57fe3c2434817d4385c50661845a058121 \
+    --hash=sha256:06be8f67f39c8b1dc671f5d83aaefd3358ae5cdcf8314552c57e7ed3e6475bdd \
+    --hash=sha256:073f8bf8becba60aa931eb3bc420b217bb7d5b8f4750e6f8b3be7f3da85d38b7 \
+    --hash=sha256:07cdca25a91a4386d2e76ad992916a85038a9b97561bf7a3fd12d5d9ce31870c \
+    --hash=sha256:09474e9831bc2b2199fad6da3c14c7b0fbdd377cce9d3d77131be28906cb7d84 \
+    --hash=sha256:0c18a16eab41e82c295618a77502e17b195883241c563b00f0aa5106fc4eaa0d \
+    --hash=sha256:0f96534f8bfebc1a394209427d0f8a63d343c9779cda6fc25e8e121b5fd8555b \
+    --hash=sha256:102e6314ca4da683dca92e3b1355490fed5f313b768500084fbe6371fddfdb79 \
+    --hash=sha256:11847b53d722050808926e785df837353bd4d75f1d494377e59b23594d834967 \
+    --hash=sha256:119fb2a1bd47307e899c2fac7f28e85b9a543864df47aa7ec9d3c1b4545f096f \
+    --hash=sha256:13d23a45c4cebade99340c4165bd90eeb4a56c6d8a9d8aa49568cac19a6d0dc4 \
+    --hash=sha256:154e55ec0655291b5dd1b8731c637ecdb50975a2ae70c606d100750a540082f7 \
+    --hash=sha256:168c0969a329b416119507ba30b9ea13688fafffac1b7822802537569a1cb0ef \
+    --hash=sha256:17c883ab0ab67200b5f964d2b9ed6b00971917d5d8a92df149dc2c9779208ee9 \
+    --hash=sha256:1a7607e17ad33361677adcd1443edf6f5da0ce5e5377b798fba20fae194825f3 \
+    --hash=sha256:1a7fa382a4a223773ed64242dbe1c9c326ec09457e6b8428efb4118c685c3dfd \
+    --hash=sha256:1aa77cb5697069af47472e39612976ed05343ff2e84a3dcf15437b232cbfd087 \
+    --hash=sha256:1b9290cf81e95e93fdf90548ce9d3c1211cf574b8e3f4b3b7cb0537cf2227068 \
+    --hash=sha256:20e63c9493d33ee48536600d1a5c95eefc870cd71e7ab037763d1fbb89cc51e7 \
+    --hash=sha256:21900c48ae04d13d416f0e1e0c4d81f7931f73a9dfa0b7a8746fb2fe7dd970ed \
+    --hash=sha256:229bf37d2e4acdaf808fd3f06e854a4a7a3661e871b10dc1f8f1896a3b05f18b \
+    --hash=sha256:2552f44204b744fba866e573be4c1f9048d6a324dfe14475103fd51613eb1d1f \
+    --hash=sha256:27c6e8077956cf73eadd514be8fb04d77fc946a7fe9f7fe167648b0b9085cc25 \
+    --hash=sha256:28bd570e8e189d7f7b001966435f9dac6718324b5be2990ac496cf1ea9ddb7fe \
+    --hash=sha256:294e487f9ec720bd8ffcebc99d575f7eff3568a08a253d1ee1a0378754b74143 \
+    --hash=sha256:29548f9b5b5e3460ce7378144c3010363d8035cea44bc0bf02d57f5a685e084e \
+    --hash=sha256:2c5dcbbc55383e5883246d11fd179782a9d07a986c40f49abe89ddf865913930 \
+    --hash=sha256:2dc43a022e555de94c3b68a4ef0b11c4f747d12c024a520c7101709a2144fb37 \
+    --hash=sha256:2f05983daecab868a31e1da44462873306d3cbfd76d1f0b5b69c473d21dbb128 \
+    --hash=sha256:33139dc858c580ea50e7e60a1b0ea003efa1fd42e6ec7fdbad78fff65fad2fd2 \
+    --hash=sha256:332db6b2563333c5671fecacd085141b5800cb866be16d5e3eb15a2086476675 \
+    --hash=sha256:33f48f51a446114bc5d251fb2954ab0164d5be02ad3382abcbfe07e2531d650f \
+    --hash=sha256:34187385b08f866104f0c0617404c8eb08165ab1272e884abc89c112e9c00746 \
+    --hash=sha256:342c97bf697ac5480c0a7ec73cd700ecfa5a8a40ac923bd035484616efecc2df \
+    --hash=sha256:3462dd9475af2025c31cc61be6652dfa25cbfb56cbbf52f4ccfe029f38decaf8 \
+    --hash=sha256:39ecbc32f1390387d2aa4f5a995e465e9e2f79ba3adcac92d68e3e0afae6657c \
+    --hash=sha256:3e0761f4d1a44f1d1a47996511752cf3dcec5bbdd9cc2b4fe595caf97754b7a0 \
+    --hash=sha256:3ede829ed8d842f6cd48fc7081d7a41001a56f1f38603f9d49bf3020d59a31ad \
+    --hash=sha256:3ef2d026f16a2b1866e1d86fc4e1291e1ed8a387b2c333809419a2f8b3a77b82 \
+    --hash=sha256:405e8fe955c2280ce66428b3ca55e12b3c4e9c336fb2103a4937e891c69a4a29 \
+    --hash=sha256:42145cd2748ca39f32801dad54aeea10039da6f86e303659db90db1c4b614c8c \
+    --hash=sha256:4314debad13beb564b708b4a496020e5306c7333fa9a3ab90374169a20ffab30 \
+    --hash=sha256:433403ae80709741ce34038da08511d4a77062aa924baf411ef73d1146e74faf \
+    --hash=sha256:44389d135b3ff43ba8cc89ff7f51f5a0bb6b63d829c8300f79a2fe4fe61bcc62 \
+    --hash=sha256:48e6d3f4ec5c7273dfe83ff27c91083c6c9065af655dc2684d2c200c94308bb5 \
+    --hash=sha256:494a5952b1c597ba44e0e78113a7266e656b9794eec897b19ead706bd7074383 \
+    --hash=sha256:4970ece02dbc8c3a92fcc5228e36a3e933a01a999f7094ff7c23fbd2beeaa67c \
+    --hash=sha256:4e0c11f2cc6717e0a741f84a527c52616140741cd812a50422f83dc31749fb52 \
+    --hash=sha256:50066c3997d0091c411a66e710f4e11752251e6d2d73d70d8d5d4c76442a199d \
+    --hash=sha256:517279f58009d0b1f2e7c1b130b377a349405da3f7621ed6bfae50b10adf20c1 \
+    --hash=sha256:54b2077180eb7f83dd52c40b2750d0a9f175e06a42e3213ce047219de902717a \
+    --hash=sha256:5500ef82073f599ac84d888e3a8c1f77ac831183244bfd7f11eaa0289fb30714 \
+    --hash=sha256:581ef5194c48035a7de2aefc72ac6539823bb71508189e5de01d60c9dcd5fa65 \
+    --hash=sha256:59a6a5876ca59d1b63af8cd5e7ffffb024c3dc1e9cf9301b21a2e76286505c95 \
+    --hash=sha256:5a3a935c3a4e89c733303a2d5a7c257ea44af3a56c8202df486b7f5de40f37e1 \
+    --hash=sha256:5c1c8e78426e59b3f8005e9b19f6ff46e5845895adbde20ece9218319eca6506 \
+    --hash=sha256:5d63a068f978fc69421fb0e6eb91a9603187527c86b7cd3f534a5b77a592b888 \
+    --hash=sha256:667c3777ca571e5dbeb76f331562ff98b957431df140b54c85fd4d52eea8d8f6 \
+    --hash=sha256:6da155091429aeba16851ecb10a9104a108bcd32f6c1642867eadaee401c1c41 \
+    --hash=sha256:6dc4126390929823e2d2d9dc79ab4046ed74680360fc5f38b585c12c66cdf459 \
+    --hash=sha256:7398c222d1d405e796970320036b1b563892b65809d9e5261487bb2c7f7b5c6a \
+    --hash=sha256:74c51543498289c0c43656701be6b077f4b265868fa7f8a8859c197006efb608 \
+    --hash=sha256:776f352e8329135506a1d6bf16ac3f87bc25b28e765949282dcc627af36123aa \
+    --hash=sha256:778a11b15673f6f1df23d9586f83c4846c471a8af693a22e066508b77d201ec8 \
+    --hash=sha256:78f7b9e5d6f2fdb88cdde9440dc147259b62b9d3b019924def9f6478be254ac1 \
+    --hash=sha256:799345ab092bee59f01a915620b5d014698547afd011e691a208637312db9186 \
+    --hash=sha256:7bf6cdf8e07c8151fba6fe85735441240ec7f619f935a5205953d58009aef8c6 \
+    --hash=sha256:8009897cdef112072f93a0efdce29cd819e717fd2f649ee3016efd3cd885a7ed \
+    --hash=sha256:80f85f0a7cc86e7a54c46d99c9e1318ff01f4687c172ede30fd52d19d1da1c8e \
+    --hash=sha256:8585e3bb2cdea02fc88ffa245069c36555557ad3609e83be0ec71f54fd4abb52 \
+    --hash=sha256:878be833caa6a3821caf85eb39c5ba92d28e85df26d57afb06b35b2efd937231 \
+    --hash=sha256:8a76ea0f0b9dfa06f254ee06053d93a600865b3274358ca48a352ce4f0798450 \
+    --hash=sha256:8b7b94a067d1c504ee0b16def57ad5738701e4ba10cec90529f13fa03c833496 \
+    --hash=sha256:8d92f1a84bb12d9e56f818b3a746f3efba93c1b63c8387a73dde655e1e42282a \
+    --hash=sha256:908bd3f6439f2fef9e85031b59fd4f1297af54415fb60e4254a95f75b3cab3f3 \
+    --hash=sha256:92db2bf818d5cc8d9c1f1fc56b897662e24ea5adb36ad1f1d82875bd64e03c24 \
+    --hash=sha256:940d4a017dbfed9daf46a3b086e1d2167e7012ee297fef9e1c545c4d022f5178 \
+    --hash=sha256:957e7c38f250991e48a9a73e6423db1bb9dd14e722a10f6b8bb8e16a0f55f695 \
+    --hash=sha256:96153e77a591c8adc2ee805756c61f59fef4cf4073a9275ee86fe8cba41241f7 \
+    --hash=sha256:96f423a119f4777a4a056b66ce11527366a8bb92f54e541ade21f2374433f6d4 \
+    --hash=sha256:97260ff46b207a82a7567b581ab4190bd4dfa09f4db8a8b49d1a958f6aa4940e \
+    --hash=sha256:974b28cf63cc99dfb2188d8d222bc6843656188164848c4f679e63dae4b0708e \
+    --hash=sha256:9ff15928d62a0b80bb875655c39bf517938c7d589554cbd2669be42d97c2cb61 \
+    --hash=sha256:a6483e309ca809f1efd154b4d37dc6d9f61037d6c6a81c2dc7a15cb22c8c5dca \
+    --hash=sha256:a88f062f072d1589b7b46e951698950e7da00442fc1cacbe17e19e025dc327ad \
+    --hash=sha256:ac913f8403b36a2c8610bbfd25b8013488533e71e62b4b4adce9c86c8cea905b \
+    --hash=sha256:adbeebaebae3526afc3c96fad434367cafbfd1b25d72369a9e5858453b1bb71a \
+    --hash=sha256:b2a095d45c5d46e5e79ba1e5b9cb787f541a8dee0433836cea4b96a2c439dcd8 \
+    --hash=sha256:b3210649ee28062ea6099cfda39e147fa1bc039583c8ee4481cb7811e2448c51 \
+    --hash=sha256:b37f6d31b3dcea7deb5e9696e529a6aa4a898adc33db82da12e4c60a7c4d2011 \
+    --hash=sha256:b4dec9482a65c54a5044486847b8a66bf10c9cb4926d42927ec4e8fd5db7fed8 \
+    --hash=sha256:b4f3b365f31c6cd4af24545ca0a244a53688cad8834e32f56831c4923b50a103 \
+    --hash=sha256:b6db2185db9be0a04fecf2f241c70b63b1a242e2805be291855078f2b404dd6b \
+    --hash=sha256:b9be22a69a014bc47e78072d0ecae716f5eb56c15238acca0f43d6eb8e4a5bda \
+    --hash=sha256:bac9c42ba2ac65ddc115d930c78d24ab8d4f465fd3fc473cdedfccadb9429806 \
+    --hash=sha256:bf0a7e10b077bf5fb9380ad3ae8ce20ef919a6ad93b4552896419ac7e1d8e042 \
+    --hash=sha256:c23c3ff005322a6e16f71bf8692fcf4d5a304aaafe1e262c98c6d4adc7be863e \
+    --hash=sha256:c4c800524c9cd9bac5166cd6f55285957fcfc907db323e193f2afcd4d9abd69b \
+    --hash=sha256:c7366fe1418a6133d5aa824ee53d406550110984de7637d65a178010f759c6ef \
+    --hash=sha256:c8d1634419f39ea6f5c427ea2f90ca85126b54b50837f31497f3bf38266e853d \
+    --hash=sha256:c9a63152fe95756b85f31186bddf42e4c02c6321207fd6601a1c89ebac4fe567 \
+    --hash=sha256:cb89a7f2de3602cfed448095bab3f178399646ab7c61454315089787df07733a \
+    --hash=sha256:cba69cb73723c3f329622e34bdbf5ce1f80c21c290ff04256cff1cd3c2036ed2 \
+    --hash=sha256:cee686f1f4cadeb2136007ddedd0aaf928ab95216e7691c63e50a8ec066336d0 \
+    --hash=sha256:cf253e0e1c3ceb4aaff6df637ce033ff6535fb8c70a764a8f46aafd3d6ab798e \
+    --hash=sha256:d1eaff1d00c7751b7c6662e9c5ba6eb2c17a2306ba5e2a37f24ddf3cc953402b \
+    --hash=sha256:d3bb933317c52d7ea5004a1c442eef86f426886fba134ef8cf4226ea6ee1821d \
+    --hash=sha256:d4d3214a0f8394edfa3e303136d0575eece0745ff2b47bd2cb2e66dd92d4351a \
+    --hash=sha256:d6a5df73acd3399d893dafc71663ad22534b5aa4f94e8a2fabfe856c3c1b6a52 \
+    --hash=sha256:d8b7138e5cd0647e4523d6685b0eac5d4be9a184ae9634492f25c6eb38c12a47 \
+    --hash=sha256:db1e72ede2d0d7ccb213f218df6a078a9c09a7de257c2fe8fcef16d5925230b1 \
+    --hash=sha256:e25ac20a2ef37e91c1b39938b591457666a0fa835c7783c3a8f33ea42870db94 \
+    --hash=sha256:e2de870d16a7a53901e41b64ffdf26f2fbb8917b3e6ebf398098d72c5b20bd7f \
+    --hash=sha256:e4a3408834f65da56c83528fb52ce7911484f0d1eaf7b761fc66001db1646eff \
+    --hash=sha256:eaa352d7047a31d87dafcacbabe89df0aa506abb5b1b85a2fb91bc3faa02d822 \
+    --hash=sha256:eab8145831a0d56ec9c4139b6c3e594c7a83c2c8be25d5bcf2d86136a532287a \
+    --hash=sha256:ec3cc8c5d4084591b4237c0a272cc4f50a5b03396a47d9caaf76f5d7b38a4f11 \
+    --hash=sha256:edee74874ce20a373d62dc28b0b18b93f645633c2943fd90ee9d898550770581 \
+    --hash=sha256:eefdba20de0d938cec6a89bd4d70f346a03108a19b9df4248d3cf0d88f1b0f51 \
+    --hash=sha256:ef2b7b394f208233e471abc541cc6991f907ffd47dc72584acee3147899d6565 \
+    --hash=sha256:f21f00a91358803399890ab167098c131ec2ddd5f8f5fd5fe9c9f2c6fcd91e40 \
+    --hash=sha256:f4be2e3d8bc8aabd566f8d5b8ba7ecc09249d74ba3c9ed52e54dc23a293f0b92 \
+    --hash=sha256:f57fb59d9f385710aa7060e89410aeb5058b99e62f4d16b08b91986b9a2140c2 \
+    --hash=sha256:f6292f1de555ffcc675941d65fffffb0a5bcd992905015f85d0592201793e0e5 \
+    --hash=sha256:f833670942247a14eafbb675458b4e61c82e002a148f49e68257b79296e865c4 \
+    --hash=sha256:fa47e444b8ba08fffd1c18e8cdb9a75db1b6a27f17507522834ad13ed5922b93 \
+    --hash=sha256:fb30f9626572a76dfe4293c7194a09fb1fe93ba94c7d4f720dfae3b646b45027 \
+    --hash=sha256:fe3c58d2f5db5fbd18c2987cba06d51b0529f52bc3a6cdc33d3f4eab725104bd
+    # via
+    #   aiohttp
+    #   aiosignal
+fsspec==2025.10.0 \
+    --hash=sha256:7c7712353ae7d875407f97715f0e1ffcc21e33d5b24556cb1e090ae9409ec61d \
+    --hash=sha256:b6789427626f068f9a83ca4e8a3cc050850b6c0f71f99ddb4f542b8266a26a59
+    # via
+    #   datasets
+    #   huggingface-hub
+    #   torch
+google-auth==2.43.0 \
+    --hash=sha256:88228eee5fc21b62a1b5fe773ca15e67778cb07dc8363adcb4a8827b52d81483 \
+    --hash=sha256:af628ba6fa493f75c7e9dbe9373d148ca9f4399b5ea29976519e0a3848eddd16
+    # via kubernetes
+googleapis-common-protos==1.72.0 \
+    --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038 \
+    --hash=sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5
+    # via
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+greenlet==3.2.4 \
+    --hash=sha256:00fadb3fedccc447f517ee0d3fd8fe49eae949e1cd0f6a611818f4f6fb7dc83b \
+    --hash=sha256:015d48959d4add5d6c9f6c5210ee3803a830dce46356e3bc326d6776bde54681 \
+    --hash=sha256:03c5136e7be905045160b1b9fdca93dd6727b180feeafda6818e6496434ed8c5 \
+    --hash=sha256:061dc4cf2c34852b052a8620d40f36324554bc192be474b9e9770e8c042fd735 \
+    --hash=sha256:0db5594dce18db94f7d1650d7489909b57afde4c580806b8d9203b6e79cdc079 \
+    --hash=sha256:0dca0d95ff849f9a364385f36ab49f50065d76964944638be9691e1832e9f86d \
+    --hash=sha256:16458c245a38991aa19676900d48bd1a6f2ce3e16595051a4db9d012154e8433 \
+    --hash=sha256:18d9260df2b5fbf41ae5139e1be4e796d99655f023a636cd0e11e6406cca7d58 \
+    --hash=sha256:1987de92fec508535687fb807a5cea1560f6196285a4cde35c100b8cd632cc52 \
+    --hash=sha256:1a921e542453fe531144e91e1feedf12e07351b1cf6c9e8a3325ea600a715a31 \
+    --hash=sha256:1ee8fae0519a337f2329cb78bd7a8e128ec0f881073d43f023c7b8d4831d5246 \
+    --hash=sha256:20fb936b4652b6e307b8f347665e2c615540d4b42b3b4c8a321d8286da7e520f \
+    --hash=sha256:23768528f2911bcd7e475210822ffb5254ed10d71f4028387e5a99b4c6699671 \
+    --hash=sha256:2523e5246274f54fdadbce8494458a2ebdcdbc7b802318466ac5606d3cded1f8 \
+    --hash=sha256:27890167f55d2387576d1f41d9487ef171849ea0359ce1510ca6e06c8bece11d \
+    --hash=sha256:28a3c6b7cd72a96f61b0e4b2a36f681025b60ae4779cc73c1535eb5f29560b10 \
+    --hash=sha256:2917bdf657f5859fbf3386b12d68ede4cf1f04c90c3a6bc1f013dd68a22e2269 \
+    --hash=sha256:299fd615cd8fc86267b47597123e3f43ad79c9d8a22bebdce535e53550763e2f \
+    --hash=sha256:326d234cbf337c9c3def0676412eb7040a35a768efc92504b947b3e9cfc7543d \
+    --hash=sha256:3b3812d8d0c9579967815af437d96623f45c0f2ae5f04e366de62a12d83a8fb0 \
+    --hash=sha256:3b67ca49f54cede0186854a008109d6ee71f66bd57bb36abd6d0a0267b540cdd \
+    --hash=sha256:44358b9bf66c8576a9f57a590d5f5d6e72fa4228b763d0e43fee6d3b06d3a337 \
+    --hash=sha256:49a30d5fda2507ae77be16479bdb62a660fa51b1eb4928b524975b3bde77b3c0 \
+    --hash=sha256:4d1378601b85e2e5171b99be8d2dc85f594c79967599328f95c1dc1a40f1c633 \
+    --hash=sha256:52206cd642670b0b320a1fd1cbfd95bca0e043179c1d8a045f2c6109dfe973be \
+    --hash=sha256:554b03b6e73aaabec3745364d6239e9e012d64c68ccd0b8430c64ccc14939a8b \
+    --hash=sha256:55e9c5affaa6775e2c6b67659f3a71684de4c549b3dd9afca3bc773533d284fa \
+    --hash=sha256:58b97143c9cc7b86fc458f215bd0932f1757ce649e05b640fea2e79b54cedb31 \
+    --hash=sha256:5c9320971821a7cb77cfab8d956fa8e39cd07ca44b6070db358ceb7f8797c8c9 \
+    --hash=sha256:65458b409c1ed459ea899e939f0e1cdb14f58dbc803f2f93c5eab5694d32671b \
+    --hash=sha256:671df96c1f23c4a0d4077a325483c1503c96a1b7d9db26592ae770daa41233d4 \
+    --hash=sha256:6e343822feb58ac4d0a1211bd9399de2b3a04963ddeec21530fc426cc121f19b \
+    --hash=sha256:710638eb93b1fa52823aa91bf75326f9ecdfd5e0466f00789246a5280f4ba0fc \
+    --hash=sha256:73f49b5368b5359d04e18d15828eecc1806033db5233397748f4ca813ff1056c \
+    --hash=sha256:81701fd84f26330f0d5f4944d4e92e61afe6319dcd9775e39396e39d7c3e5f98 \
+    --hash=sha256:8854167e06950ca75b898b104b63cc646573aa5fef1353d4508ecdd1ee76254f \
+    --hash=sha256:8c68325b0d0acf8d91dde4e6f930967dd52a5302cd4062932a6b2e7c2969f47c \
+    --hash=sha256:94385f101946790ae13da500603491f04a76b6e4c059dab271b3ce2e283b2590 \
+    --hash=sha256:94abf90142c2a18151632371140b3dba4dee031633fe614cb592dbb6c9e17bc3 \
+    --hash=sha256:96378df1de302bc38e99c3a9aa311967b7dc80ced1dcc6f171e99842987882a2 \
+    --hash=sha256:9c40adce87eaa9ddb593ccb0fa6a07caf34015a29bf8d344811665b573138db9 \
+    --hash=sha256:9fe0a28a7b952a21e2c062cd5756d34354117796c6d9215a87f55e38d15402c5 \
+    --hash=sha256:a7d4e128405eea3814a12cc2605e0e6aedb4035bf32697f72deca74de4105e02 \
+    --hash=sha256:abbf57b5a870d30c4675928c37278493044d7c14378350b3aa5d484fa65575f0 \
+    --hash=sha256:af41be48a4f60429d5cad9d22175217805098a9ef7c40bfef44f7669fb9d74d8 \
+    --hash=sha256:b4a1870c51720687af7fa3e7cda6d08d801dae660f75a76f3845b642b4da6ee1 \
+    --hash=sha256:b6a7c19cf0d2742d0809a4c05975db036fdff50cd294a93632d6a310bf9ac02c \
+    --hash=sha256:b90654e092f928f110e0007f572007c9727b5265f7632c2fa7415b4689351594 \
+    --hash=sha256:c17b6b34111ea72fc5a4e4beec9711d2226285f0386ea83477cbb97c30a3f3a5 \
+    --hash=sha256:c2ca18a03a8cfb5b25bc1cbe20f3d9a4c80d8c3b13ba3df49ac3961af0b1018d \
+    --hash=sha256:c5111ccdc9c88f423426df3fd1811bfc40ed66264d35aa373420a34377efc98a \
+    --hash=sha256:c60a6d84229b271d44b70fb6e5fa23781abb5d742af7b808ae3f6efd7c9c60f6 \
+    --hash=sha256:c8c9e331e58180d0d83c5b7999255721b725913ff6bc6cf39fa2a45841a4fd4b \
+    --hash=sha256:c9913f1a30e4526f432991f89ae263459b1c64d1608c0d22a5c79c287b3c70df \
+    --hash=sha256:c9c6de1940a7d828635fbd254d69db79e54619f165ee7ce32fda763a9cb6a58c \
+    --hash=sha256:ca7f6f1f2649b89ce02f6f229d7c19f680a6238af656f61e0115b24857917929 \
+    --hash=sha256:cd3c8e693bff0fff6ba55f140bf390fa92c994083f838fece0f63be121334945 \
+    --hash=sha256:d25c5091190f2dc0eaa3f950252122edbbadbb682aa7b1ef2f8af0f8c0afefae \
+    --hash=sha256:d2e685ade4dafd447ede19c31277a224a239a0a1a4eca4e6390efedf20260cfb \
+    --hash=sha256:d76383238584e9711e20ebe14db6c88ddcedc1829a9ad31a584389463b5aa504 \
+    --hash=sha256:ddf9164e7a5b08e9d22511526865780a576f19ddd00d62f8a665949327fde8bb \
+    --hash=sha256:e37ab26028f12dbb0ff65f29a8d3d44a765c61e729647bf2ddfbbed621726f01 \
+    --hash=sha256:ee7a6ec486883397d70eec05059353b8e83eca9168b9f3f9a361971e77e0bcd0 \
+    --hash=sha256:f10fd42b5ee276335863712fa3da6608e93f70629c631bf77145021600abc23c \
+    --hash=sha256:f28588772bb5fb869a8eb331374ec06f24a83a9c25bfa1f38b6993afe9c1e968 \
+    --hash=sha256:f47617f698838ba98f4ff4189aef02e7343952df3a615f847bb575c3feb177a7
+    # via sqlalchemy
+grpcio==1.76.0 \
+    --hash=sha256:035d90bc79eaa4bed83f524331d55e35820725c9fbb00ffa1904d5550ed7ede3 \
+    --hash=sha256:04bbe1bfe3a68bbfd4e52402ab7d4eb59d72d02647ae2042204326cf4bbad280 \
+    --hash=sha256:063065249d9e7e0782d03d2bca50787f53bd0fb89a67de9a7b521c4a01f1989b \
+    --hash=sha256:06c3d6b076e7b593905d04fdba6a0525711b3466f43b3400266f04ff735de0cd \
+    --hash=sha256:08caea849a9d3c71a542827d6df9d5a69067b0a1efbea8a855633ff5d9571465 \
+    --hash=sha256:0aaa82d0813fd4c8e589fac9b65d7dd88702555f702fb10417f96e2a2a6d4c0f \
+    --hash=sha256:0b7604868b38c1bfd5cf72d768aedd7db41d78cb6a4a18585e33fb0f9f2363fd \
+    --hash=sha256:0c37db8606c258e2ee0c56b78c62fc9dee0e901b5dbdcf816c2dd4ad652b8b0c \
+    --hash=sha256:1c9b93f79f48b03ada57ea24725d83a30284a012ec27eab2cf7e50a550cbbbcc \
+    --hash=sha256:2107b0c024d1b35f4083f11245c0e23846ae64d02f40b2b226684840260ed054 \
+    --hash=sha256:2229ae655ec4e8999599469559e97630185fdd53ae1e8997d147b7c9b2b72cba \
+    --hash=sha256:25a18e9810fbc7e7f03ec2516addc116a957f8cbb8cbc95ccc80faa072743d03 \
+    --hash=sha256:26ef06c73eb53267c2b319f43e6634c7556ea37672029241a056629af27c10e2 \
+    --hash=sha256:2e1743fbd7f5fa713a1b0a8ac8ebabf0ec980b5d8809ec358d488e273b9cf02a \
+    --hash=sha256:32483fe2aab2c3794101c2a159070584e5db11d0aa091b2c0ea9c4fc43d0d749 \
+    --hash=sha256:3bf0f392c0b806905ed174dcd8bdd5e418a40d5567a05615a030a5aeddea692d \
+    --hash=sha256:3e2a27c89eb9ac3d81ec8835e12414d73536c6e620355d65102503064a4ed6eb \
+    --hash=sha256:40ad3afe81676fd9ec6d9d406eda00933f218038433980aa19d401490e46ecde \
+    --hash=sha256:4215d3a102bd95e2e11b5395c78562967959824156af11fa93d18fdd18050990 \
+    --hash=sha256:45d59a649a82df5718fd9527ce775fd66d1af35e6d31abdcdc906a49c6822958 \
+    --hash=sha256:45e0111e73f43f735d70786557dc38141185072d7ff8dc1829d6a77ac1471468 \
+    --hash=sha256:479496325ce554792dba6548fae3df31a72cef7bad71ca2e12b0e58f9b336bfc \
+    --hash=sha256:490fa6d203992c47c7b9e4a9d39003a0c2bcc1c9aa3c058730884bbbb0ee9f09 \
+    --hash=sha256:49ce47231818806067aea3324d4bf13825b658ad662d3b25fada0bdad9b8a6af \
+    --hash=sha256:4baf3cbe2f0be3289eb68ac8ae771156971848bb8aaff60bad42005539431980 \
+    --hash=sha256:522175aba7af9113c48ec10cc471b9b9bd4f6ceb36aeb4544a8e2c80ed9d252d \
+    --hash=sha256:5e8571632780e08526f118f74170ad8d50fb0a48c23a746bef2a6ebade3abd6f \
+    --hash=sha256:615ba64c208aaceb5ec83bfdce7728b80bfeb8be97562944836a7a0a9647d882 \
+    --hash=sha256:61f69297cba3950a524f61c7c8ee12e55c486cb5f7db47ff9dcee33da6f0d3ae \
+    --hash=sha256:65a20de41e85648e00305c1bb09a3598f840422e522277641145a32d42dcefcc \
+    --hash=sha256:6a15c17af8839b6801d554263c546c69c4d7718ad4321e3166175b37eaacca77 \
+    --hash=sha256:747fa73efa9b8b1488a95d0ba1039c8e2dca0f741612d80415b1e1c560febf4e \
+    --hash=sha256:7be78388d6da1a25c0d5ec506523db58b18be22d9c37d8d3a32c08be4987bd73 \
+    --hash=sha256:81fd9652b37b36f16138611c7e884eb82e0cec137c40d3ef7c3f9b3ed00f6ed8 \
+    --hash=sha256:83d57312a58dcfe2a3a0f9d1389b299438909a02db60e2f2ea2ae2d8034909d3 \
+    --hash=sha256:8843114c0cfce61b40ad48df65abcfc00d4dba82eae8718fab5352390848c5da \
+    --hash=sha256:8cc3309d8e08fd79089e13ed4819d0af72aa935dd8f435a195fd152796752ff2 \
+    --hash=sha256:8ebe63ee5f8fa4296b1b8cfc743f870d10e902ca18afc65c68cf46fd39bb0783 \
+    --hash=sha256:8eddfb4d203a237da6f3cc8a540dad0517d274b5a1e9e636fd8d2c79b5c1d397 \
+    --hash=sha256:922fa70ba549fce362d2e2871ab542082d66e2aaf0c19480ea453905b01f384e \
+    --hash=sha256:931091142fd8cc14edccc0845a79248bc155425eee9a98b2db2ea4f00a235a42 \
+    --hash=sha256:971fd5a1d6e62e00d945423a567e42eb1fa678ba89072832185ca836a94daaa6 \
+    --hash=sha256:980a846182ce88c4f2f7e2c22c56aefd515daeb36149d1c897f83cf57999e0b6 \
+    --hash=sha256:9d9adda641db7207e800a7f089068f6f645959f2df27e870ee81d44701dd9db3 \
+    --hash=sha256:9f8f757bebaaea112c00dba718fc0d3260052ce714e25804a03f93f5d1c6cc11 \
+    --hash=sha256:a6ae758eb08088d36812dd5d9af7a9859c05b1e0f714470ea243694b49278e7b \
+    --hash=sha256:a8c2cf1209497cf659a667d7dea88985e834c24b7c3b605e6254cbb5076d985c \
+    --hash=sha256:acab0277c40eff7143c2323190ea57b9ee5fd353d8190ee9652369fae735668a \
+    --hash=sha256:b331680e46239e090f5b3cead313cc772f6caa7d0fc8de349337563125361a4a \
+    --hash=sha256:c088e7a90b6017307f423efbb9d1ba97a22aa2170876223f9709e9d1de0b5347 \
+    --hash=sha256:d099566accf23d21037f18a2a63d323075bebace807742e4b0ac210971d4dd70 \
+    --hash=sha256:d388087771c837cdb6515539f43b9d4bf0b0f23593a24054ac16f7a960be16f4 \
+    --hash=sha256:dcfe41187da8992c5f40aa8c5ec086fa3672834d2be57a32384c08d5a05b4c00 \
+    --hash=sha256:e6d1db20594d9daba22f90da738b1a0441a7427552cc6e2e3d1297aeddc00378 \
+    --hash=sha256:ebea5cc3aa8ea72e04df9913492f9a96d9348db876f9dda3ad729cfedf7ac416 \
+    --hash=sha256:ebebf83299b0cb1721a8859ea98f3a77811e35dce7609c5c963b9ad90728f886 \
+    --hash=sha256:f0e34c2079d47ae9f6188211db9e777c619a21d4faba6977774e8fa43b085e48 \
+    --hash=sha256:f92f88e6c033db65a5ae3d97905c8fea9c725b63e28d5a75cb73b49bda5024d8 \
+    --hash=sha256:f9f7bd5faab55f47231ad8dba7787866b69f5e93bc306e3915606779bbfb4ba8 \
+    --hash=sha256:fd5ef5932f6475c436c4a55e4336ebbe47bd3272be04964a03d316bbf4afbcbc \
+    --hash=sha256:ff8a59ea85a1f2191a0ffcc61298c571bc566332f82e5f5be1b83c9d8e668a62
+    # via opentelemetry-exporter-otlp-proto-grpc
+h11==0.16.0 \
+    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+    # via
+    #   httpcore
+    #   llama-stack
+    #   uvicorn
+hf-xet==1.2.0 \
+    --hash=sha256:10bfab528b968c70e062607f663e21e34e2bba349e8038db546646875495179e \
+    --hash=sha256:210d577732b519ac6ede149d2f2f34049d44e8622bf14eb3d63bbcd2d4b332dc \
+    --hash=sha256:27df617a076420d8845bea087f59303da8be17ed7ec0cd7ee3b9b9f579dff0e4 \
+    --hash=sha256:293a7a3787e5c95d7be1857358a9130694a9c6021de3f27fa233f37267174382 \
+    --hash=sha256:29c8fc913a529ec0a91867ce3d119ac1aac966e098cf49501800c870328cc090 \
+    --hash=sha256:2a212e842647b02eb6a911187dc878e79c4aa0aa397e88dd3b26761676e8c1f8 \
+    --hash=sha256:30e06daccb3a7d4c065f34fc26c14c74f4653069bb2b194e7f18f17cbe9939c0 \
+    --hash=sha256:3651fd5bfe0281951b988c0facbe726aa5e347b103a675f49a3fa8144c7968fd \
+    --hash=sha256:46740d4ac024a7ca9b22bebf77460ff43332868b661186a8e46c227fdae01848 \
+    --hash=sha256:4c1428c9ae73ec0939410ec73023c4f842927f39db09b063b9482dac5a3bb737 \
+    --hash=sha256:66e159cbfcfbb29f920db2c09ed8b660eb894640d284f102ada929b6e3dc410a \
+    --hash=sha256:6de1fc44f58f6dd937956c8d304d8c2dea264c80680bcfa61ca4a15e7b76780f \
+    --hash=sha256:7d40b18769bb9a8bc82a9ede575ce1a44c75eb80e7375a01d76259089529b5dc \
+    --hash=sha256:9c91d5ae931510107f148874e9e2de8a16052b6f1b3ca3c1b12f15ccb491390f \
+    --hash=sha256:a55558084c16b09b5ed32ab9ed38421e2d87cf3f1f89815764d1177081b99865 \
+    --hash=sha256:a8c27070ca547293b6890c4bf389f713f80e8c478631432962bb7f4bc0bd7d7f \
+    --hash=sha256:b70218dd548e9840224df5638fdc94bd033552963cfa97f9170829381179c813 \
+    --hash=sha256:cd3a6027d59cfb60177c12d6424e31f4b5ff13d8e3a1247b3a584bf8977e6df5 \
+    --hash=sha256:ceeefcd1b7aed4956ae8499e2199607765fbd1c60510752003b6cc0b8413b649 \
+    --hash=sha256:d06fa97c8562fb3ee7a378dd9b51e343bc5bc8190254202c9771029152f5e08c \
+    --hash=sha256:e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69 \
+    --hash=sha256:f182f264ed2acd566c514e45da9f2119110e48a87a327ca271027904c70c5832
+    # via huggingface-hub
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
+    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
+    # via httpx
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+    # via
+    #   datasets
+    #   litellm
+    #   llama-stack
+    #   llama-stack-client
+    #   mcp
+    #   openai
+httpx-sse==0.4.3 \
+    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
+    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+    # via mcp
+huggingface-hub==0.36.0 \
+    --hash=sha256:47b3f0e2539c39bf5cde015d63b72ec49baff67b6931c3d97f3f84532e2b8d25 \
+    --hash=sha256:7bcc9ad17d5b3f07b57c78e79d527102d08313caa278a641993acddcb894548d
+    # via
+    #   accelerate
+    #   datasets
+    #   llama-stack
+    #   peft
+    #   sentence-transformers
+    #   tokenizers
+    #   transformers
+idna==3.11 \
+    --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea \
+    --hash=sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902
+    # via
+    #   anyio
+    #   email-validator
+    #   httpx
+    #   requests
+    #   yarl
+importlib-metadata==8.7.0 \
+    --hash=sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000 \
+    --hash=sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd
+    # via
+    #   litellm
+    #   opentelemetry-api
+jinja2==3.1.6 \
+    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
+    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+    # via
+    #   litellm
+    #   llama-stack
+    #   torch
+jiter==0.12.0 \
+    --hash=sha256:048485c654b838140b007390b8182ba9774621103bd4d77c9c3f6f117474ba45 \
+    --hash=sha256:06cb970936c65de926d648af0ed3d21857f026b1cf5525cb2947aa5e01e05789 \
+    --hash=sha256:0a51bad79f8cc9cac2b4b705039f814049142e0050f30d91695a2d9a6611f126 \
+    --hash=sha256:122046f3b3710b85de99d9aa2f3f0492a8233a2f54a64902b096efc27ea747b5 \
+    --hash=sha256:15d7fafb81af8a9e3039fc305529a61cd933eecee33b4251878a1c89859552a3 \
+    --hash=sha256:1b135ebe757a82d67ed2821526e72d0acf87dd61f6013e20d3c45b8048af927b \
+    --hash=sha256:1eb5db8d9c65b112aacf14fcd0faae9913d07a8afea5ed06ccdd12b724e966a1 \
+    --hash=sha256:2218228a077e784c6c8f1a8e5d6b8cb1dea62ce25811c356364848554b2056cd \
+    --hash=sha256:26b9e155ddc132225a39b1995b3b9f0fe0f79a6d5cbbeacf103271e7d309b404 \
+    --hash=sha256:27ec39225e03c32c6b863ba879deb427882f243ae46f0d82d68b695fa5b48b40 \
+    --hash=sha256:2a5e90604620f94bf62264e7c2c038704d38217b7465b863896c6d7c902b06c7 \
+    --hash=sha256:2a67b678f6a5f1dd6c36d642d7db83e456bc8b104788262aaefc11a22339f5a9 \
+    --hash=sha256:2fa940963bf02e1d8226027ef461e36af472dea85d36054ff835aeed944dd873 \
+    --hash=sha256:305e061fa82f4680607a775b2e8e0bcb071cd2205ac38e6ef48c8dd5ebe1cf37 \
+    --hash=sha256:351d54f2b09a41600ffea43d081522d792e81dcfb915f6d2d242744c1cc48beb \
+    --hash=sha256:35506cb71f47dba416694e67af996bbdefb8e3608f1f78799c2e1f9058b01ceb \
+    --hash=sha256:364f1a7294c91281260364222f535bc427f56d4de1d8ffd718162d21fbbd602e \
+    --hash=sha256:37f27a32ce36364d2fa4f7fdc507279db604d27d239ea2e044c8f148410defe1 \
+    --hash=sha256:3985aea37d40a908f887b34d05111e0aae822943796ebf8338877fee2ab67725 \
+    --hash=sha256:3a585a5e42d25f2e71db5f10b171f5e5ea641d3aa44f7df745aa965606111cc2 \
+    --hash=sha256:3a64a48d7c917b8f32f25c176df8749ecf08cec17c466114727efe7441e17f6d \
+    --hash=sha256:3f9b1cda8fcb736250d7e8711d4580ebf004a46771432be0ae4796944b5dfa5d \
+    --hash=sha256:41da8def934bf7bec16cb24bd33c0ca62126d2d45d81d17b864bd5ad721393c3 \
+    --hash=sha256:4321e8a3d868919bcb1abb1db550d41f2b5b326f72df29e53b2df8b006eb9403 \
+    --hash=sha256:453b6035672fecce8007465896a25b28a6b59cfe8fbc974b2563a92f5a92a67c \
+    --hash=sha256:4739a4657179ebf08f85914ce50332495811004cc1747852e8b2041ed2aab9b8 \
+    --hash=sha256:4747de73d6b8c78f2e253a2787930f4fffc68da7fa319739f57437f95963c4de \
+    --hash=sha256:4a612534770470686cd5431478dc5a1b660eceb410abade6b1b74e320ca98de6 \
+    --hash=sha256:4e017c417b1ebda911bd13b1e40612704b1f5420e30695112efdbed8a4b389ed \
+    --hash=sha256:506c9708dd29b27288f9f8f1140c3cb0e3d8ddb045956d7757b1fa0e0f39a473 \
+    --hash=sha256:53839b35a38f56b8be26a7851a48b89bc47e5d88e900929df10ed93b95fea3d6 \
+    --hash=sha256:59f9f9df87ed499136db1c2b6c9efb902f964bed42a582ab7af413b6a293e7b0 \
+    --hash=sha256:5ab4c823b216a4aeab3fdbf579c5843165756bd9ad87cc6b1c65919c4715f783 \
+    --hash=sha256:5c1860627048e302a528333c9307c818c547f214d8659b0705d2195e1a94b274 \
+    --hash=sha256:635e737fbb7315bef0037c19b88b799143d2d7d3507e61a76751025226b3ac87 \
+    --hash=sha256:64dfcd7d5c168b38d3f9f8bba7fc639edb3418abcc74f22fdbe6b8938293f30b \
+    --hash=sha256:65f04a9d0b4406f7e51279710b27484af411896246200e461d80d3ba0caa901a \
+    --hash=sha256:6cc49d5130a14b732e0612bc76ae8db3b49898732223ef8b7599aa8d9810683e \
+    --hash=sha256:726c764a90c9218ec9e4f99a33d6bf5ec169163f2ca0fc21b654e88c2abc0abc \
+    --hash=sha256:73c568cc27c473f82480abc15d1301adf333a7ea4f2e813d6a2c7d8b6ba8d0df \
+    --hash=sha256:75fdd787356c1c13a4f40b43c2156276ef7a71eb487d98472476476d803fb2cf \
+    --hash=sha256:774ff60b27a84a85b27b88cd5583899c59940bcc126caca97eb2a9df6aa00c49 \
+    --hash=sha256:79307d74ea83465b0152fa23e5e297149506435535282f979f18b9033c0bb025 \
+    --hash=sha256:796f466b7942107eb889c08433b6e31b9a7ed31daceaecf8af1be26fb26c0ca8 \
+    --hash=sha256:798e46eed9eb10c3adbbacbd3bdb5ecd4cf7064e453d00dbef08802dae6937ff \
+    --hash=sha256:85ee4d25805d4fb23f0a5167a962ef8e002dbfb29c0989378488e32cf2744b62 \
+    --hash=sha256:88ef757017e78d2860f96250f9393b7b577b06a956ad102c29c8237554380db3 \
+    --hash=sha256:89163163c0934854a668ed783a2546a0617f71706a2551a4a0666d91ab365d6b \
+    --hash=sha256:89b0bfb8b2bf2351fba36bb211ef8bfceba73ef58e7f0c68fb67b5a2795ca2f9 \
+    --hash=sha256:8bbcfe2791dfdb7c5e48baf646d37a6a3dcb5a97a032017741dea9f817dca183 \
+    --hash=sha256:8f2607185ea89b4af9a604d4c7ec40e45d3ad03ee66998b031134bc510232bb7 \
+    --hash=sha256:90d32894d4c6877a87ae00c6b915b609406819dce8bc0d4e962e4de2784e567e \
+    --hash=sha256:92d1f41211d8a8fe412faad962d424d334764c01dac6691c44691c2e4d3eedaf \
+    --hash=sha256:9354ccaa2982bf2188fd5f57f79f800ef622ec67beb8329903abf6b10da7d423 \
+    --hash=sha256:94f669548e55c91ab47fef8bddd9c954dab1938644e715ea49d7e117015110a4 \
+    --hash=sha256:9ab05b7c58e29bb9e60b70c2e0094c98df79a1e42e397b9bb6eaa989b7a66dd0 \
+    --hash=sha256:9c44ee814f499c082e69872d426b624987dbc5943ab06e9bbaa4f81989fdb79e \
+    --hash=sha256:a78befb9cc0a45b5a5a0d537b06f8544c2ebb60d19d02c41ff15da28a9e22d42 \
+    --hash=sha256:a947920902420a6ada6ad51892082521978e9dd44a802663b001436e4b771684 \
+    --hash=sha256:add5e227e0554d3a52cf390a7635edaffdf4f8fce4fdbcef3cc2055bb396a30c \
+    --hash=sha256:b111b0e9152fa7df870ecaebb0bd30240d9f7fff1f2003bcb4ed0f519941820b \
+    --hash=sha256:b1207af186495f48f72529f8d86671903c8c10127cac6381b11dddc4aaa52df6 \
+    --hash=sha256:b3f1368f0a6719ea80013a4eb90ba72e75d7ea67cfc7846db2ca504f3df0169a \
+    --hash=sha256:b6ae2aec8217327d872cbfb2c1694489057b9433afce447955763e6ab015b4c4 \
+    --hash=sha256:baa47810c5565274810b726b0dc86d18dce5fd17b190ebdc3890851d7b2a0e74 \
+    --hash=sha256:bbc0944aa3d4b4773e348cda635252824a78f4ba44328e042ef1ff3f6080d1cf \
+    --hash=sha256:bd9e21d34edff5a663c631f850edcb786719c960ce887a5661e9c828a53a95d9 \
+    --hash=sha256:c24e864cb30ab82311c6425655b0cdab0a98c5d973b065c66a3f020740c2324c \
+    --hash=sha256:c46d927acd09c67a9fb1416df45c5a04c27e83aae969267e98fba35b74e99525 \
+    --hash=sha256:c5433fab222fb072237df3f637d01b81f040a07dcac1cb4a5c75c7aa9ed0bef1 \
+    --hash=sha256:c596cc0f4cb574877550ce4ecd51f8037469146addd676d7c1a30ebe6391923f \
+    --hash=sha256:c7f49ce90a71e44f7e1aa9e7ec415b9686bbc6a5961e57eab511015e6759bc11 \
+    --hash=sha256:c97b92c54fe6110138c872add030a1f99aea2401ddcdaa21edf74705a646dd60 \
+    --hash=sha256:c9d28b218d5f9e5f69a0787a196322a5056540cb378cac8ff542b4fa7219966c \
+    --hash=sha256:ca264b9603973c2ad9435c71a8ec8b49f8f715ab5ba421c85a51cde9887e421f \
+    --hash=sha256:cb00ef392e7d684f2754598c02c409f376ddcef857aae796d559e6cacc2d78a5 \
+    --hash=sha256:cd2097de91cf03eaa27b3cbdb969addf83f0179c6afc41bbc4513705e013c65d \
+    --hash=sha256:cf6e6dd18927121fec86739f1a8906944703941d000f0639f3eb6281cc601dca \
+    --hash=sha256:d0ee12028daf8cfcf880dd492349a122a64f42c059b6c62a2b0c96a83a8da820 \
+    --hash=sha256:d3719596a1ebe7a48a498e8d5d0c4bf7553321d4c3eee1d620628d51351a3928 \
+    --hash=sha256:d72f3b5a432a4c546ea4bedc84cce0c3404874f1d1676260b9c7f048a9855451 \
+    --hash=sha256:d779d97c834b4278276ec703dc3fc1735fca50af63eb7262f05bdb4e62203d44 \
+    --hash=sha256:d8f8a7e317190b2c2d60eb2e8aa835270b008139562d70fe732e1c0020ec53c9 \
+    --hash=sha256:d96b264ab7d34bbb2312dedc47ce07cd53f06835eacbc16dde3761f47c3a9e7f \
+    --hash=sha256:da25c62d4ee1ffbacb97fac6dfe4dcd6759ebdc9015991e92a6eae5816287f44 \
+    --hash=sha256:deeb12a2223fe0135c7ff1356a143d57f95bbf1f4a66584f1fc74df21d86b993 \
+    --hash=sha256:df37577a4f8408f7e0ec3205d2a8f87672af8f17008358063a4d6425b6081ce3 \
+    --hash=sha256:e1fe01c082f6aafbe5c8faf0ff074f38dfb911d53f07ec333ca03f8f6226debf \
+    --hash=sha256:e25012eb0c456fcc13354255d0338cd5397cce26c77b2832b3c4e2e255ea5d9a \
+    --hash=sha256:e427eee51149edf962203ff8db75a7514ab89be5cb623fb9cea1f20b54f1107b \
+    --hash=sha256:e6ded41aeba3603f9728ed2b6196e4df875348ab97b28fc8afff115ed42ba7a7 \
+    --hash=sha256:e7acbaba9703d5de82a2c98ae6a0f59ab9770ab5af5fa35e43a303aee962cf65 \
+    --hash=sha256:e8269062060212b373316fe69236096aaf4c49022d267c6736eebd66bbbc60bb \
+    --hash=sha256:e8547883d7b96ef2e5fe22b88f8a4c8725a56e7f4abafff20fd5272d634c7ecb \
+    --hash=sha256:ed53b3d6acbcb0fd0b90f20c7cb3b24c357fe82a3518934d4edfa8c6898e498c \
+    --hash=sha256:edb868841f84c111255ba5e80339d386d937ec1fdce419518ce1bd9370fac5b6 \
+    --hash=sha256:ef2fb241de583934c9915a33120ecc06d94aa3381a134570f59eed784e87001e \
+    --hash=sha256:efe1a211fe1fd14762adea941e3cfd6c611a136e28da6c39272dbb7a1bbe6a86 \
+    --hash=sha256:f5aa5427a629a824a543672778c9ce0c5e556550d1569bb6ea28a85015287626 \
+    --hash=sha256:f8c593c6e71c07866ec6bfb790e202a833eeec885022296aff6b9e0b92d6a70e \
+    --hash=sha256:f8ec0259d3f26c62aed4d73b198c53e316ae11f0f69c8fbe6682c6dcfa0fcce2 \
+    --hash=sha256:fd990541982a24281d12b67a335e44f117e4c6cbad3c3b75c7dea68bf4ce3a67
+    # via openai
+joblib==1.5.2 \
+    --hash=sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55 \
+    --hash=sha256:4e1f0bdbb987e6d843c70cf43714cb276623def372df3c22fe5266b2670bc241
+    # via
+    #   nltk
+    #   scikit-learn
+jsonpath-ng==1.7.0 \
+    --hash=sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e \
+    --hash=sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6 \
+    --hash=sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c
+    # via lightspeed-stack (pyproject.toml)
+jsonschema==4.25.1 \
+    --hash=sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63 \
+    --hash=sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85
+    # via
+    #   autoevals
+    #   litellm
+    #   llama-stack
+    #   mcp
+jsonschema-specifications==2025.9.1 \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
+    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
+    # via jsonschema
+kiwisolver==1.4.9 \
+    --hash=sha256:0749fd8f4218ad2e851e11cc4dc05c7cbc0cbc4267bdfdb31782e65aace4ee9c \
+    --hash=sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7 \
+    --hash=sha256:0856e241c2d3df4efef7c04a1e46b1936b6120c9bcf36dd216e3acd84bc4fb21 \
+    --hash=sha256:0a590506f303f512dff6b7f75fd2fd18e16943efee932008fe7140e5fa91d80e \
+    --hash=sha256:0ab74e19f6a2b027ea4f845a78827969af45ce790e6cb3e1ebab71bdf9f215ff \
+    --hash=sha256:0ae37737256ba2de764ddc12aed4956460277f00c4996d51a197e72f62f5eec7 \
+    --hash=sha256:0e4e2bf29574a6a7b7f6cb5fa69293b9f96c928949ac4a53ba3f525dffb87f9c \
+    --hash=sha256:15163165efc2f627eb9687ea5f3a28137217d217ac4024893d753f46bce9de26 \
+    --hash=sha256:17680d737d5335b552994a2008fab4c851bcd7de33094a82067ef3a576ff02fa \
+    --hash=sha256:1a12cf6398e8a0a001a059747a1cbf24705e18fe413bc22de7b3d15c67cffe3f \
+    --hash=sha256:1b11d6a633e4ed84fc0ddafd4ebfd8ea49b3f25082c04ad12b8315c11d504dc1 \
+    --hash=sha256:1fa333e8b2ce4d9660f2cda9c0e1b6bafcfb2457a9d259faa82289e73ec24891 \
+    --hash=sha256:2327a4a30d3ee07d2fbe2e7933e8a37c591663b96ce42a00bc67461a87d7df77 \
+    --hash=sha256:2405a7d98604b87f3fc28b1716783534b1b4b8510d8142adca34ee0bc3c87543 \
+    --hash=sha256:2489e4e5d7ef9a1c300a5e0196e43d9c739f066ef23270607d45aba368b91f2d \
+    --hash=sha256:24c175051354f4a28c5d6a31c93906dc653e2bf234e8a4bbfb964892078898ce \
+    --hash=sha256:2635d352d67458b66fd0667c14cb1d4145e9560d503219034a18a87e971ce4f3 \
+    --hash=sha256:2c1a4f57df73965f3f14df20b80ee29e6a7930a57d2d9e8491a25f676e197c60 \
+    --hash=sha256:2c93f00dcba2eea70af2be5f11a830a742fe6b579a1d4e00f47760ef13be247a \
+    --hash=sha256:39a219e1c81ae3b103643d2aedb90f1ef22650deb266ff12a19e7773f3e5f089 \
+    --hash=sha256:3b3115b2581ea35bb6d1f24a4c90af37e5d9b49dcff267eeed14c3893c5b86ab \
+    --hash=sha256:40092754720b174e6ccf9e845d0d8c7d8e12c3d71e7fc35f55f3813e96376f78 \
+    --hash=sha256:412f287c55a6f54b0650bd9b6dce5aceddb95864a1a90c87af16979d37c89771 \
+    --hash=sha256:464415881e4801295659462c49461a24fb107c140de781d55518c4b80cb6790f \
+    --hash=sha256:497d05f29a1300d14e02e6441cf0f5ee81c1ff5a304b0d9fb77423974684e08b \
+    --hash=sha256:4a2899935e724dd1074cb568ce7ac0dce28b2cd6ab539c8e001a8578eb106d14 \
+    --hash=sha256:4a48a2ce79d65d363597ef7b567ce3d14d68783d2b2263d98db3d9477805ba32 \
+    --hash=sha256:4d1d9e582ad4d63062d34077a9a1e9f3c34088a2ec5135b1f7190c07cf366527 \
+    --hash=sha256:52a15b0f35dad39862d376df10c5230155243a2c1a436e39eb55623ccbd68185 \
+    --hash=sha256:540c7c72324d864406a009d72f5d6856f49693db95d1fbb46cf86febef873634 \
+    --hash=sha256:5656aa670507437af0207645273ccdfee4f14bacd7f7c67a4306d0dcaeaf6eed \
+    --hash=sha256:5a0f2724dfd4e3b3ac5a82436a8e6fd16baa7d507117e4279b660fe8ca38a3a1 \
+    --hash=sha256:60c439763a969a6af93b4881db0eed8fadf93ee98e18cbc35bc8da868d0c4f0c \
+    --hash=sha256:61874cdb0a36016354853593cffc38e56fc9ca5aa97d2c05d3dcf6922cd55a11 \
+    --hash=sha256:67bb8b474b4181770f926f7b7d2f8c0248cbcb78b660fdd41a47054b28d2a752 \
+    --hash=sha256:720e05574713db64c356e86732c0f3c5252818d05f9df320f0ad8380641acea5 \
+    --hash=sha256:72d0eb9fba308b8311685c2268cf7d0a0639a6cd027d8128659f72bdd8a024b4 \
+    --hash=sha256:767c23ad1c58c9e827b649a9ab7809fd5fd9db266a9cf02b0e926ddc2c680d58 \
+    --hash=sha256:77937e5e2a38a7b48eef0585114fe7930346993a88060d0bf886086d2aa49ef5 \
+    --hash=sha256:7a08b491ec91b1d5053ac177afe5290adacf1f0f6307d771ccac5de30592d198 \
+    --hash=sha256:7b4da0d01ac866a57dd61ac258c5607b4cd677f63abaec7b148354d2b2cdd536 \
+    --hash=sha256:7cf974dd4e35fa315563ac99d6287a1024e4dc2077b8a7d7cd3d2fb65d283134 \
+    --hash=sha256:84fd60810829c27ae375114cd379da1fa65e6918e1da405f356a775d49a62bcf \
+    --hash=sha256:858e4c22fb075920b96a291928cb7dea5644e94c0ee4fcd5af7e865655e4ccf2 \
+    --hash=sha256:85b5352f94e490c028926ea567fc569c52ec79ce131dadb968d3853e809518c2 \
+    --hash=sha256:85bd218b5ecfbee8c8a82e121802dcb519a86044c9c3b2e4aef02fa05c6da370 \
+    --hash=sha256:8a1f570ce4d62d718dce3f179ee78dac3b545ac16c0c04bb363b7607a949c0d1 \
+    --hash=sha256:8fdca1def57a2e88ef339de1737a1449d6dbf5fab184c54a1fca01d541317154 \
+    --hash=sha256:90f47e70293fc3688b71271100a1a5453aa9944a81d27ff779c108372cf5567b \
+    --hash=sha256:92a2f997387a1b79a75e7803aa7ded2cfbe2823852ccf1ba3bcf613b62ae3197 \
+    --hash=sha256:9928fe1eb816d11ae170885a74d074f57af3a0d65777ca47e9aeb854a1fba386 \
+    --hash=sha256:9af39d6551f97d31a4deebeac6f45b156f9755ddc59c07b402c148f5dbb6482a \
+    --hash=sha256:9cf554f21be770f5111a1690d42313e140355e687e05cf82cb23d0a721a64a48 \
+    --hash=sha256:a30fd6fdef1430fd9e1ba7b3398b5ee4e2887783917a687d86ba69985fb08748 \
+    --hash=sha256:a31d512c812daea6d8b3be3b2bfcbeb091dbb09177706569bcfc6240dcf8b41c \
+    --hash=sha256:a5d0432ccf1c7ab14f9949eec60c5d1f924f17c037e9f8b33352fa05799359b8 \
+    --hash=sha256:a60ea74330b91bd22a29638940d115df9dc00af5035a9a2a6ad9399ffb4ceca5 \
+    --hash=sha256:ac5a486ac389dddcc5bef4f365b6ae3ffff2c433324fb38dd35e3fab7c957999 \
+    --hash=sha256:aedff62918805fb62d43a4aa2ecd4482c380dc76cd31bd7c8878588a61bd0369 \
+    --hash=sha256:b34e51affded8faee0dfdb705416153819d8ea9250bbbf7ea1b249bdeb5f1122 \
+    --hash=sha256:b4b4d74bda2b8ebf4da5bd42af11d02d04428b2c32846e4c2c93219df8a7987b \
+    --hash=sha256:b67e6efbf68e077dd71d1a6b37e43e1a99d0bff1a3d51867d45ee8908b931098 \
+    --hash=sha256:b78efa4c6e804ecdf727e580dbb9cba85624d2e1c6b5cb059c66290063bd99a9 \
+    --hash=sha256:bb4ae2b57fc1d8cbd1cf7b1d9913803681ffa903e7488012be5b76dedf49297f \
+    --hash=sha256:bdd1a81a1860476eb41ac4bc1e07b3f07259e6d55bbf739b79c8aaedcf512799 \
+    --hash=sha256:bdee92c56a71d2b24c33a7d4c2856bd6419d017e08caa7802d2963870e315028 \
+    --hash=sha256:be6a04e6c79819c9a8c2373317d19a96048e5a3f90bec587787e86a1153883c2 \
+    --hash=sha256:bfc08add558155345129c7803b3671cf195e6a56e7a12f3dde7c57d9b417f525 \
+    --hash=sha256:c3b22c26c6fd6811b0ae8363b95ca8ce4ea3c202d3d0975b2914310ceb1bcc4d \
+    --hash=sha256:c9e7cdf45d594ee04d5be1b24dd9d49f3d1590959b2271fb30b5ca2b262c00fb \
+    --hash=sha256:cb27e7b78d716c591e88e0a09a2139c6577865d7f2e152488c2cc6257f460872 \
+    --hash=sha256:cc9617b46837c6468197b5945e196ee9ca43057bb7d9d1ae688101e4e1dddf64 \
+    --hash=sha256:ccd09f20ccdbbd341b21a67ab50a119b64a403b09288c27481575105283c1586 \
+    --hash=sha256:ce6a3a4e106cf35c2d9c4fa17c05ce0b180db622736845d4315519397a77beaf \
+    --hash=sha256:d0005b053977e7b43388ddec89fa567f43d4f6d5c2c0affe57de5ebf290dc552 \
+    --hash=sha256:d4188e73af84ca82468f09cadc5ac4db578109e52acb4518d8154698d3a87ca2 \
+    --hash=sha256:d4efec7bcf21671db6a3294ff301d2fc861c31faa3c8740d1a94689234d1b415 \
+    --hash=sha256:d75aa530ccfaa593da12834b86a0724f58bff12706659baa9227c2ccaa06264c \
+    --hash=sha256:d84cd4061ae292d8ac367b2c3fa3aad11cb8625a95d135fe93f286f914f3f5a6 \
+    --hash=sha256:d8aacd3d4b33b772542b2e01beb50187536967b514b00003bdda7589722d2a64 \
+    --hash=sha256:d8fc5c867c22b828001b6a38d2eaeb88160bf5783c6cb4a5e440efc981ce286d \
+    --hash=sha256:d976bbb382b202f71c67f77b0ac11244021cfa3f7dfd9e562eefcea2df711548 \
+    --hash=sha256:dba5ee5d3981160c28d5490f0d1b7ed730c22470ff7f6cc26cfcfaacb9896a07 \
+    --hash=sha256:dc1ae486f9abcef254b5618dfb4113dd49f94c68e3e027d03cf0143f3f772b61 \
+    --hash=sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d \
+    --hash=sha256:deed0c7258ceb4c44ad5ec7d9918f9f14fd05b2be86378d86cf50e63d1e7b771 \
+    --hash=sha256:e09c2279a4d01f099f52d5c4b3d9e208e91edcbd1a175c9662a8b16e000fece9 \
+    --hash=sha256:e2ea9f7ab7fbf18fffb1b5434ce7c69a07582f7acc7717720f1d69f3e806f90c \
+    --hash=sha256:e6b93f13371d341afee3be9f7c5964e3fe61d5fa30f6a30eb49856935dfe4fc3 \
+    --hash=sha256:eb14a5da6dc7642b0f3a18f13654847cd8b7a2550e2645a5bda677862b03ba16 \
+    --hash=sha256:ed0fecd28cc62c54b262e3736f8bb2512d8dcfdc2bcf08be5f47f96bf405b145 \
+    --hash=sha256:ede8c6d533bc6601a47ad4046080d36b8fc99f81e6f1c17b0ac3c2dc91ac7611 \
+    --hash=sha256:efb3a45b35622bb6c16dbfab491a8f5a391fe0e9d45ef32f4df85658232ca0e2 \
+    --hash=sha256:f117e1a089d9411663a3207ba874f31be9ac8eaa5b533787024dc07aeb74f464 \
+    --hash=sha256:f2ba92255faa7309d06fe44c3a4a97efe1c8d640c2a79a5ef728b685762a6fd2 \
+    --hash=sha256:f6008a4919fdbc0b0097089f67a1eb55d950ed7e90ce2cc3e640abadd2757a04 \
+    --hash=sha256:f68208a520c3d86ea51acf688a3e3002615a7f0238002cccc17affecc86a8a54 \
+    --hash=sha256:f68e4f3eeca8fb22cc3d731f9715a13b652795ef657a13df1ad0c7dc0e9731df \
+    --hash=sha256:fb3b8132019ea572f4611d770991000d7f58127560c4889729248eb5852a102f \
+    --hash=sha256:fb940820c63a9590d31d88b815e7a3aa5915cad3ce735ab45f0c730b39547de1 \
+    --hash=sha256:fc1795ac5cd0510207482c3d1d3ed781143383b8cfd36f5c645f3897ce066220
+    # via matplotlib
+kubernetes==34.1.0 \
+    --hash=sha256:8fe8edb0b5d290a2f3ac06596b23f87c658977d46b5f8df9d0f4ea83d0003912 \
+    --hash=sha256:bffba2272534e224e6a7a74d582deb0b545b7c9879d2cd9e4aae9481d1f2cc2a
+    # via lightspeed-stack (pyproject.toml)
+langdetect==1.0.9 \
+    --hash=sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a \
+    --hash=sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+litellm==1.80.5 \
+    --hash=sha256:2ac5f4e88cd57ae056e00da8f872e1c2956653750929fba2fd9b007b400fdb77 \
+    --hash=sha256:922791c264845d9ed59e540c8fa74a74d237c1b209568a05ffeacd8b51770deb
+    # via lightspeed-stack (pyproject.toml)
+llama-stack==0.2.22 \
+    --hash=sha256:576752dedc9e9f0fb9da69f373d677d8b4f2ae4203428f676fa039b6813d8450 \
+    --hash=sha256:c6bbda6b5a4417b9a73ed36b9d581fd7ec689090ceefd084d9a078e7acbdc670
+    # via lightspeed-stack (pyproject.toml)
+llama-stack-client==0.2.22 \
+    --hash=sha256:9a0bc756b91ebd539858eeaf1f231c5e5c6900e1ea4fcced726c6717f3d27ca7 \
+    --hash=sha256:b260d73aec56fcfd8fa601b3b34c2f83c4fbcfb7261a246b02bbdf6c2da184fe
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   llama-stack
+lxml==6.0.2 \
+    --hash=sha256:058027e261afed589eddcfe530fcc6f3402d7fd7e89bfd0532df82ebc1563dba \
+    --hash=sha256:063eccf89df5b24e361b123e257e437f9e9878f425ee9aae3144c77faf6da6d8 \
+    --hash=sha256:064fdadaf7a21af3ed1dcaa106b854077fbeada827c18f72aec9346847cd65d0 \
+    --hash=sha256:08b9d5e803c2e4725ae9e8559ee880e5328ed61aa0935244e0515d7d9dbec0aa \
+    --hash=sha256:0a3c150a95fbe5ac91de323aa756219ef9cf7fde5a3f00e2281e30f33fa5fa4f \
+    --hash=sha256:0aa7070978f893954008ab73bb9e3c24a7c56c054e00566a21b553dc18105fca \
+    --hash=sha256:13dcecc9946dca97b11b7c40d29fba63b55ab4170d3c0cf8c0c164343b9bfdcf \
+    --hash=sha256:13e35cbc684aadf05d8711a5d1b5857c92e5e580efa9a0d2be197199c8def607 \
+    --hash=sha256:17f68764f35fd78d7c4cc4ef209a184c38b65440378013d24b8aecd327c3e0c8 \
+    --hash=sha256:1941354d92699fb5ffe6ed7b32f9649e43c2feb4b97205f75866f7d21aa91452 \
+    --hash=sha256:1c06035eafa8404b5cf475bb37a9f6088b0aca288d4ccc9d69389750d5543700 \
+    --hash=sha256:1db01e5cf14345628e0cbe71067204db658e2fb8e51e7f33631f5f4735fefd8d \
+    --hash=sha256:1e786a464c191ca43b133906c6903a7e4d56bef376b75d97ccbb8ec5cf1f0a4b \
+    --hash=sha256:1ea99340b3c729beea786f78c38f60f4795622f36e305d9c9be402201efdc3b7 \
+    --hash=sha256:200069a593c5e40b8f6fc0d84d86d970ba43138c3e68619ffa234bc9bb806a4d \
+    --hash=sha256:2047d8234fe735ab77802ce5f2297e410ff40f5238aec569ad7c8e163d7b19a6 \
+    --hash=sha256:21c73b476d3cfe836be731225ec3421fa2f048d84f6df6a8e70433dff1376d5a \
+    --hash=sha256:24a8e756c982c001ca8d59e87c80c4d9dcd4d9b44a4cbeb8d9be4482c514d41d \
+    --hash=sha256:252a22982dca42f6155125ac76d3432e548a7625d56f5a273ee78a5057216eca \
+    --hash=sha256:2593c77efde7bfea7f6389f1ab249b15ed4aa5bc5cb5131faa3b843c429fbedb \
+    --hash=sha256:25fcc59afc57d527cfc78a58f40ab4c9b8fd096a9a3f964d2781ffb6eb33f4ed \
+    --hash=sha256:2613e67de13d619fd283d58bda40bff0ee07739f624ffee8b13b631abf33083d \
+    --hash=sha256:27220da5be049e936c3aca06f174e8827ca6445a4353a1995584311487fc4e3e \
+    --hash=sha256:2c8458c2cdd29589a8367c09c8f030f1d202be673f0ca224ec18590b3b9fb694 \
+    --hash=sha256:2ca59e7e13e5981175b8b3e4ab84d7da57993eeff53c07764dcebda0d0e64ecd \
+    --hash=sha256:2cbcbf6d6e924c28f04a43f3b6f6e272312a090f269eff68a2982e13e5d57659 \
+    --hash=sha256:2ed6c667fcbb8c19c6791bbf40b7268ef8ddf5a96940ba9404b9f9a304832f6c \
+    --hash=sha256:358d9adae670b63e95bc59747c72f4dc97c9ec58881d4627fe0120da0f90d314 \
+    --hash=sha256:370cd78d5855cfbffd57c422851f7d3864e6ae72d0da615fca4dad8c45d375a5 \
+    --hash=sha256:3ae2ce7d6fedfb3414a2b6c5e20b249c4c607f72cb8d2bb7cc9c6ec7c6f4e849 \
+    --hash=sha256:3b1675e096e17c6fe9c0e8c81434f5736c0739ff9ac6123c87c2d452f48fc938 \
+    --hash=sha256:3e3cb08855967a20f553ff32d147e14329b3ae70ced6edc2f282b94afbc74b2a \
+    --hash=sha256:3efe1b21c7801ffa29a1112fab3b0f643628c30472d507f39544fd48e9549e34 \
+    --hash=sha256:3fee0851639d06276e6b387f1c190eb9d7f06f7f53514e966b26bae46481ec90 \
+    --hash=sha256:4077b7c79f31755df33b795dc12119cb557a0106bfdab0d2c2d97bd3cf3dffa6 \
+    --hash=sha256:414aaa94e974e23a3e92e7ca5b97d10c0cf37b6481f50911032c69eeb3991bba \
+    --hash=sha256:4197fb2534ee05fd3e7afaab5d8bfd6c2e186f65ea7f9cd6a82809c887bd1285 \
+    --hash=sha256:442de7530296ef5e188373a1ea5789a46ce90c4847e597856570439621d9c553 \
+    --hash=sha256:4468e3b83e10e0317a89a33d28f7aeba1caa4d1a6fd457d115dd4ffe90c5931d \
+    --hash=sha256:452b899faa64f1805943ec1c0c9ebeaece01a1af83e130b69cdefeda180bb42c \
+    --hash=sha256:45f93e6f75123f88d7f0cfd90f2d05f441b808562bf0bc01070a00f53f5028b5 \
+    --hash=sha256:48461bd21625458dd01e14e2c38dd0aea69addc3c4f960c30d9f59d7f93be601 \
+    --hash=sha256:4ddb1049fa0579d0cbd00503ad8c58b9ab34d1254c77bc6a5576d96ec7853dba \
+    --hash=sha256:5179c60288204e6ddde3f774a93350177e08876eaf3ab78aa3a3649d43eb7d37 \
+    --hash=sha256:57a86e1ebb4020a38d295c04fc79603c7899e0df71588043eb218722dabc087f \
+    --hash=sha256:5921d924aa5468c939d95c9814fa9f9b5935a6ff4e679e26aaf2951f74043512 \
+    --hash=sha256:59c45e125140b2c4b33920d21d83681940ca29f0b83f8629ea1a2196dc8cfe6a \
+    --hash=sha256:5aa0fc67ae19d7a64c3fe725dc9a1bb11f80e01f78289d05c6f62545affec438 \
+    --hash=sha256:5d444858b9f07cefff6455b983aea9a67f7462ba1f6cbe4a21e8bf6791bf2153 \
+    --hash=sha256:60fa43be34f78bebb27812ed90f1925ec99560b0fa1decdb7d12b84d857d31e9 \
+    --hash=sha256:6162a86d86893d63084faaf4ff937b3daea233e3682fb4474db07395794fa80d \
+    --hash=sha256:61cb10eeb95570153e0c0e554f58df92ecf5109f75eacad4a95baa709e26c3d6 \
+    --hash=sha256:65ac4a01aba353cfa6d5725b95d7aed6356ddc0a3cd734de00124d285b04b64f \
+    --hash=sha256:65ea18d710fd14e0186c2f973dc60bb52039a275f82d3c44a0e42b43440ea534 \
+    --hash=sha256:6605c604e6daa9e0d7f0a2137bdc47a2e93b59c60a65466353e37f8272f47c46 \
+    --hash=sha256:66328dabea70b5ba7e53d94aa774b733cf66686535f3bc9250a7aab53a91caaf \
+    --hash=sha256:6c8963287d7a4c5c9a432ff487c52e9c5618667179c18a204bdedb27310f022f \
+    --hash=sha256:6cdaefac66e8b8f30e37a9b4768a391e1f8a16a7526d5bc77a7928408ef68e93 \
+    --hash=sha256:6da5185951d72e6f5352166e3da7b0dc27aa70bd1090b0eb3f7f7212b53f1bb8 \
+    --hash=sha256:6ddff43f702905a4e32bc24f3f2e2edfe0f8fde3277d481bffb709a4cced7a1f \
+    --hash=sha256:6ec0e3f745021bfed19c456647f0298d60a24c9ff86d9d051f52b509663feeb1 \
+    --hash=sha256:6f91fd2b2ea15a6800c8e24418c0775a1694eefc011392da73bc6cef2623b322 \
+    --hash=sha256:700efd30c0fa1a3581d80a748157397559396090a51d306ea59a70020223d16f \
+    --hash=sha256:71695772df6acea9f3c0e59e44ba8ac50c4f125217e84aab21074a1a55e7e5c9 \
+    --hash=sha256:72c87e5ee4e58a8354fb9c7c84cbf95a1c8236c127a5d1b7683f04bed8361e1f \
+    --hash=sha256:7d2de809c2ee3b888b59f995625385f74629707c9355e0ff856445cdcae682b7 \
+    --hash=sha256:80dadc234ebc532e09be1975ff538d154a7fa61ea5031c03d25178855544728f \
+    --hash=sha256:817ef43a0c0b4a77bd166dc9a09a555394105ff3374777ad41f453526e37f9cb \
+    --hash=sha256:846ae9a12d54e368933b9759052d6206a9e8b250291109c48e350c1f1f49d916 \
+    --hash=sha256:875c6b5ab39ad5291588aed6925fac99d0097af0dd62f33c7b43736043d4a2ec \
+    --hash=sha256:8799481bbdd212470d17513a54d568f44416db01250f49449647b5ab5b5dccb9 \
+    --hash=sha256:8ac6e5811ae2870953390452e3476694196f98d447573234592d30488147404d \
+    --hash=sha256:8f8d0cbd0674ee89863a523e6994ac25fd5be9c8486acfc3e5ccea679bad2679 \
+    --hash=sha256:901e3b4219fa04ef766885fb40fa516a71662a4c61b80c94d25336b4934b71c0 \
+    --hash=sha256:90a345bbeaf9d0587a3aaffb7006aa39ccb6ff0e96a57286c0cb2fd1520ea192 \
+    --hash=sha256:9261bb77c2dab42f3ecd9103951aeca2c40277701eb7e912c545c1b16e0e4917 \
+    --hash=sha256:945da35a48d193d27c188037a05fec5492937f66fb1958c24fc761fb9d40d43c \
+    --hash=sha256:957448ac63a42e2e49531b9d6c0fa449a1970dbc32467aaad46f11545be9af1d \
+    --hash=sha256:967aab75434de148ec80597b75062d8123cadf2943fb4281f385141e18b21338 \
+    --hash=sha256:98a5e1660dc7de2200b00d53fa00bcd3c35a3608c305d45a7bbcaf29fa16e83d \
+    --hash=sha256:995e783eb0374c120f528f807443ad5a83a656a8624c467ea73781fc5f8a8304 \
+    --hash=sha256:9b33d21594afab46f37ae58dfadd06636f154923c4e8a4d754b0127554eb2e77 \
+    --hash=sha256:a4bf42d2e4cf52c28cc1812d62426b9503cdb0c87a6de81442626aa7d69707ba \
+    --hash=sha256:a59f5448ba2ceccd06995c95ea59a7674a10de0810f2ce90c9006f3cbc044456 \
+    --hash=sha256:a656ca105115f6b766bba324f23a67914d9c728dafec57638e2b92a9dcd76c62 \
+    --hash=sha256:a6b5b39cc7e2998f968f05309e666103b53e2edd01df8dc51b90d734c0825444 \
+    --hash=sha256:a7c5d5e5f1081955358533be077166ee97ed2571d6a66bdba6ec2f609a715d1a \
+    --hash=sha256:a8bef9b9825fa8bc816a6e641bb67219489229ebc648be422af695f6e7a4fa7f \
+    --hash=sha256:a8ffaeec5dfea5881d4c9d8913a32d10cfe3923495386106e4a24d45300ef79c \
+    --hash=sha256:abd44571493973bad4598a3be7e1d807ed45aa2adaf7ab92ab7c62609569b17d \
+    --hash=sha256:ac02dc29fd397608f8eb15ac1610ae2f2f0154b03f631e6d724d9e2ad4ee2c84 \
+    --hash=sha256:af85529ae8d2a453feee4c780d9406a5e3b17cee0dd75c18bd31adcd584debc3 \
+    --hash=sha256:b0c732aa23de8f8aec23f4b580d1e52905ef468afb4abeafd3fec77042abb6fe \
+    --hash=sha256:b2142a376b40b6736dfc214fd2902409e9e3857eff554fed2d3c60f097e62a62 \
+    --hash=sha256:b22a07cbb82fea98f8a2fd814f3d1811ff9ed76d0fc6abc84eb21527596e7cc8 \
+    --hash=sha256:b2c3da8d93cf5db60e8858c17684c47d01fee6405e554fb55018dd85fc23b178 \
+    --hash=sha256:b2c7fdaa4d7c3d886a42534adec7cfac73860b89b4e5298752f60aa5984641a0 \
+    --hash=sha256:b30d46379644fbfc3ab81f8f82ae4de55179414651f110a1514f0b1f8f6cb2d7 \
+    --hash=sha256:b42f4d86b451c2f9d06ffb4f8bbc776e04df3ba070b9fe2657804b1b40277c48 \
+    --hash=sha256:b738f7e648735714bbb82bdfd030203360cfeab7f6e8a34772b3c8c8b820568c \
+    --hash=sha256:b7fc49c37f1786284b12af63152fe1d0990722497e2d5817acfe7a877522f9a9 \
+    --hash=sha256:b8f18914faec94132e5b91e69d76a5c1d7b0c73e2489ea8929c4aaa10b76bbf7 \
+    --hash=sha256:bb2f6ca0ae2d983ded09357b84af659c954722bbf04dea98030064996d156048 \
+    --hash=sha256:bb4c1847b303835d89d785a18801a883436cdfd5dc3d62947f9c49e24f0f5a2c \
+    --hash=sha256:bc456d04db0515ce3320d714a1eac7a97774ff0849e7718b492d957da4631dd4 \
+    --hash=sha256:bc532422ff26b304cfb62b328826bd995c96154ffd2bac4544f37dbb95ecaa8f \
+    --hash=sha256:be3aaa60da67e6153eb15715cc2e19091af5dc75faef8b8a585aea372507384b \
+    --hash=sha256:c33e66d44fe60e72397b487ee92e01da0d09ba2d66df8eae42d77b6d06e5eba0 \
+    --hash=sha256:c371aa98126a0d4c739ca93ceffa0fd7a5d732e3ac66a46e74339acd4d334564 \
+    --hash=sha256:c54d83a2188a10ebdba573f16bd97135d06c9ef60c3dc495315c7a28c80a263f \
+    --hash=sha256:c7d13103045de1bdd6fe5d61802565f1a3537d70cd3abf596aa0af62761921ee \
+    --hash=sha256:cb233f9c95f83707dae461b12b720c1af9c28c2d19208e1be03387222151daf5 \
+    --hash=sha256:cd79f3367bd74b317dda655dc8fcfa304d9eb6e4fb06b7168c5cf27f96e0cd62 \
+    --hash=sha256:cdcbed9ad19da81c480dfd6dd161886db6096083c9938ead313d94b30aadf272 \
+    --hash=sha256:d100fcc8930d697c6561156c6810ab4a508fb264c8b6779e6e61e2ed5e7558f9 \
+    --hash=sha256:d4aec24d6b72ee457ec665344a29acb2d35937d5192faebe429ea02633151aad \
+    --hash=sha256:d6690ec5ec1cce0385cb20896b16be35247ac8c2046e493d03232f1c2414d321 \
+    --hash=sha256:d759cdd7f3e055d6bc8d9bec3ad905227b2e4c785dc16c372eb5b5e83123f48a \
+    --hash=sha256:da08e7bb297b04e893d91087df19638dc7a6bb858a954b0cc2b9f5053c922312 \
+    --hash=sha256:dacf3c64ef3f7440e3167aa4b49aa9e0fb99e0aa4f9ff03795640bf94531bcb0 \
+    --hash=sha256:daf42de090d59db025af61ce6bdb2521f0f102ea0e6ea310f13c17610a97da4c \
+    --hash=sha256:dc051506c30b609238d79eda75ee9cab3e520570ec8219844a72a46020901e37 \
+    --hash=sha256:de496365750cc472b4e7902a485d3f152ecf57bd3ba03ddd5578ed8ceb4c5964 \
+    --hash=sha256:dfb874cfa53340009af6bdd7e54ebc0d21012a60a4e65d927c2e477112e63484 \
+    --hash=sha256:e19e0643cc936a22e837f79d01a550678da8377d7d801a14487c10c34ee49c7e \
+    --hash=sha256:e237b807d68a61fc3b1e845407e27e5eb8ef69bc93fe8505337c1acb4ee300b6 \
+    --hash=sha256:e5867f2651016a3afd8dd2c8238baa66f1e2802f44bc17e236f547ace6647078 \
+    --hash=sha256:e748d4cf8fef2526bb2a589a417eba0c8674e29ffcb570ce2ceca44f1e567bf6 \
+    --hash=sha256:e77dd455b9a16bbd2a5036a63ddbd479c19572af81b624e79ef422f929eef388 \
+    --hash=sha256:e8113639f3296706fbac34a30813929e29247718e88173ad849f57ca59754924 \
+    --hash=sha256:e8cd2415f372e7e5a789d743d133ae474290a90b9023197fd78f32e2dc6873e2 \
+    --hash=sha256:eb2a12d704f180a902d7fa778c6d71f36ceb7b0d317f34cdc76a5d05aa1dd1df \
+    --hash=sha256:ef9266d2aa545d7374938fb5c484531ef5a2ec7f2d573e62f8ce722c735685fd \
+    --hash=sha256:f2a50c3c1d11cad0ebebbac357a97b26aa79d2bcaf46f256551152aa85d3a4d1 \
+    --hash=sha256:f2e3b1a6bb38de0bc713edd4d612969dd250ca8b724be8d460001a387507021c \
+    --hash=sha256:f952dacaa552f3bb8834908dddd500ba7d508e6ea6eb8c52eb2d28f48ca06a31 \
+    --hash=sha256:fa25afbadead523f7001caf0c2382afd272c315a033a7b06336da2637d92d6ed \
+    --hash=sha256:fb8dae0b6b8b7f9e96c26fdd8121522ce5de9bb5538010870bd538683d30e9a2 \
+    --hash=sha256:fbc74f42c3525ac4ffa4b89cbdd00057b6196bcefe8bce794abd42d33a018092 \
+    --hash=sha256:fe659f6b5d10fb5a17f00a50eb903eb277a71ee35df4615db573c069bcf967ac
+    # via blobfile
+markdown-it-py==4.0.0 \
+    --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \
+    --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3
+    # via rich
+markupsafe==3.0.3 \
+    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
+    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
+    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
+    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
+    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
+    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
+    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
+    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
+    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
+    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
+    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
+    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
+    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
+    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
+    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
+    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
+    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
+    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
+    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
+    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
+    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
+    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
+    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
+    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
+    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
+    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
+    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
+    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
+    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
+    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
+    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
+    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
+    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
+    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
+    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
+    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
+    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
+    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
+    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
+    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
+    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
+    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
+    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
+    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
+    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
+    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
+    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
+    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
+    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
+    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
+    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
+    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
+    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
+    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
+    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
+    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
+    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
+    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
+    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
+    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
+    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
+    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
+    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
+    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
+    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
+    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
+    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
+    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
+    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
+    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
+    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
+    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
+    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
+    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
+    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
+    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
+    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
+    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
+    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
+    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
+    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
+    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
+    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
+    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
+    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
+    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
+    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
+    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
+    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
+    # via jinja2
+matplotlib==3.10.7 \
+    --hash=sha256:07124afcf7a6504eafcb8ce94091c5898bbdd351519a1beb5c45f7a38c67e77f \
+    --hash=sha256:09d7945a70ea43bf9248f4b6582734c2fe726723204a76eca233f24cffc7ef67 \
+    --hash=sha256:0d8c32b7ea6fb80b1aeff5a2ceb3fb9778e2759e899d9beff75584714afcc5ee \
+    --hash=sha256:11ae579ac83cdf3fb72573bb89f70e0534de05266728740d478f0f818983c695 \
+    --hash=sha256:15112bcbaef211bd663fa935ec33313b948e214454d949b723998a43357b17b0 \
+    --hash=sha256:1d9d3713a237970569156cfb4de7533b7c4eacdd61789726f444f96a0d28f57f \
+    --hash=sha256:1e4bbad66c177a8fdfa53972e5ef8be72a5f27e6a607cec0d8579abd0f3102b1 \
+    --hash=sha256:2222c7ba2cbde7fe63032769f6eb7e83ab3227f47d997a8453377709b7fe3a5a \
+    --hash=sha256:22df30ffaa89f6643206cf13877191c63a50e8f800b038bc39bee9d2d4957632 \
+    --hash=sha256:31963603041634ce1a96053047b40961f7a29eb8f9a62e80cc2c0427aa1d22a2 \
+    --hash=sha256:37a1fea41153dd6ee061d21ab69c9cf2cf543160b1b85d89cd3d2e2a7902ca4c \
+    --hash=sha256:3886e47f64611046bc1db523a09dd0a0a6bed6081e6f90e13806dd1d1d1b5e91 \
+    --hash=sha256:4645fc5d9d20ffa3a39361fcdbcec731382763b623b72627806bf251b6388866 \
+    --hash=sha256:4a11c2e9e72e7de09b7b72e62f3df23317c888299c875e2b778abf1eda8c0a42 \
+    --hash=sha256:4a74f79fafb2e177f240579bc83f0b60f82cc47d2f1d260f422a0627207008ca \
+    --hash=sha256:4c14b6acd16cddc3569a2d515cfdd81c7a68ac5639b76548cfc1a9e48b20eb65 \
+    --hash=sha256:53b492410a6cd66c7a471de6c924f6ede976e963c0f3097a3b7abfadddc67d0a \
+    --hash=sha256:53cc80662dd197ece414dd5b66e07370201515a3eaf52e7c518c68c16814773b \
+    --hash=sha256:5c09cf8f2793f81368f49f118b6f9f937456362bee282eac575cca7f84cda537 \
+    --hash=sha256:5e38c2d581d62ee729a6e144c47a71b3f42fb4187508dbbf4fe71d5612c3433b \
+    --hash=sha256:5f3f6d315dcc176ba7ca6e74c7768fb7e4cf566c49cb143f6bc257b62e634ed8 \
+    --hash=sha256:6516ce375109c60ceec579e699524e9d504cd7578506f01150f7a6bc174a775e \
+    --hash=sha256:667ecd5d8d37813a845053d8f5bf110b534c3c9f30e69ebd25d4701385935a6d \
+    --hash=sha256:6f1851eab59ca082c95df5a500106bad73672645625e04538b3ad0f69471ffcc \
+    --hash=sha256:702590829c30aada1e8cef0568ddbffa77ca747b4d6e36c6d173f66e301f89cc \
+    --hash=sha256:7146d64f561498764561e9cd0ed64fcf582e570fc519e6f521e2d0cfd43365e1 \
+    --hash=sha256:744991e0cc863dd669c8dc9136ca4e6e0082be2070b9d793cbd64bec872a6815 \
+    --hash=sha256:786656bb13c237bbcebcd402f65f44dd61ead60ee3deb045af429d889c8dbc67 \
+    --hash=sha256:7a0edb7209e21840e8361e91ea84ea676658aa93edd5f8762793dec77a4a6748 \
+    --hash=sha256:7ac81eee3b7c266dd92cee1cd658407b16c57eed08c7421fa354ed68234de380 \
+    --hash=sha256:90ad854c0a435da3104c01e2c6f0028d7e719b690998a2333d7218db80950722 \
+    --hash=sha256:9257be2f2a03415f9105c486d304a321168e61ad450f6153d77c69504ad764bb \
+    --hash=sha256:932c55d1fa7af4423422cb6a492a31cbcbdbe68fd1a9a3f545aa5e7a143b5355 \
+    --hash=sha256:a06ba7e2a2ef9131c79c49e63dad355d2d878413a0376c1727c8b9335ff731c7 \
+    --hash=sha256:aebed7b50aa6ac698c90f60f854b47e48cd2252b30510e7a1feddaf5a3f72cbf \
+    --hash=sha256:b172db79759f5f9bc13ef1c3ef8b9ee7b37b0247f987fbbbdaa15e4f87fd46a9 \
+    --hash=sha256:b3c4ea4948d93c9c29dc01c0c23eef66f2101bf75158c291b88de6525c55c3d1 \
+    --hash=sha256:b498e9e4022f93de2d5a37615200ca01297ceebbb56fe4c833f46862a490f9e3 \
+    --hash=sha256:b4d41379b05528091f00e1728004f9a8d7191260f3862178b88e8fd770206318 \
+    --hash=sha256:b69676845a0a66f9da30e87f48be36734d6748024b525ec4710be40194282c84 \
+    --hash=sha256:c17398b709a6cce3d9fdb1595c33e356d91c098cd9486cb2cc21ea2ea418e715 \
+    --hash=sha256:c380371d3c23e0eadf8ebff114445b9f970aff2010198d498d4ab4c3b41eea4f \
+    --hash=sha256:cb783436e47fcf82064baca52ce748af71725d0352e1d31564cbe9c95df92b9c \
+    --hash=sha256:cc1c51b846aca49a5a8b44fbba6a92d583a35c64590ad9e1e950dc88940a4297 \
+    --hash=sha256:d0b181e9fa8daf1d9f2d4c547527b167cb8838fc587deabca7b5c01f97199e84 \
+    --hash=sha256:d2a959c640cdeecdd2ec3136e8ea0441da59bcaf58d67e9c590740addba2cb68 \
+    --hash=sha256:d5f256d49fea31f40f166a5e3131235a5d2f4b7f44520b1cf0baf1ce568ccff0 \
+    --hash=sha256:d883460c43e8c6b173fef244a2341f7f7c0e9725c7fe68306e8e44ed9c8fb100 \
+    --hash=sha256:d8eb7194b084b12feb19142262165832fc6ee879b945491d1c3d4660748020c4 \
+    --hash=sha256:d9749313deb729f08207718d29c86246beb2ea3fdba753595b55901dee5d2fd6 \
+    --hash=sha256:de66744b2bb88d5cd27e80dfc2ec9f0517d0a46d204ff98fe9e5f2864eb67657 \
+    --hash=sha256:e91f61a064c92c307c5a9dc8c05dc9f8a68f0a3be199d9a002a0622e13f874a1 \
+    --hash=sha256:f19410b486fdd139885ace124e57f938c1e6a3210ea13dd29cab58f5d4bc12c7 \
+    --hash=sha256:f79d5de970fc90cd5591f60053aecfce1fcd736e0303d9f0bf86be649fa68fb8 \
+    --hash=sha256:fba2974df0bf8ce3c995fa84b79cde38326e0f7b5409e7a3a481c1141340bcf7
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+mcp==1.22.0 \
+    --hash=sha256:769b9ac90ed42134375b19e777a2858ca300f95f2e800982b3e2be62dfc0ba01 \
+    --hash=sha256:bed758e24df1ed6846989c909ba4e3df339a27b4f30f1b8b627862a4bade4e98
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+mdurl==0.1.2 \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+    # via markdown-it-py
+mpmath==1.3.0 \
+    --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \
+    --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
+    # via sympy
+multidict==6.7.0 \
+    --hash=sha256:03ca744319864e92721195fa28c7a3b2bc7b686246b35e4078c1e4d0eb5466d3 \
+    --hash=sha256:040f393368e63fb0f3330e70c26bfd336656bed925e5cbe17c9da839a6ab13ec \
+    --hash=sha256:05047ada7a2fde2631a0ed706f1fd68b169a681dfe5e4cf0f8e4cb6618bbc2cd \
+    --hash=sha256:0591b48acf279821a579282444814a2d8d0af624ae0bc600aa4d1b920b6e924b \
+    --hash=sha256:07f5594ac6d084cbb5de2df218d78baf55ef150b91f0ff8a21cc7a2e3a5a58eb \
+    --hash=sha256:08325c9e5367aa379a3496aa9a022fe8837ff22e00b94db256d3a1378c76ab32 \
+    --hash=sha256:08d4379f9744d8f78d98c8673c06e202ffa88296f009c71bbafe8a6bf847d01f \
+    --hash=sha256:0934f3843a1860dd465d38895c17fce1f1cb37295149ab05cd1b9a03afacb2a7 \
+    --hash=sha256:096f52730c3fb8ed419db2d44391932b63891b2c5ed14850a7e215c0ba9ade36 \
+    --hash=sha256:09929cab6fcb68122776d575e03c6cc64ee0b8fca48d17e135474b042ce515cd \
+    --hash=sha256:0a13fb8e748dfc94749f622de065dd5c1def7e0d2216dba72b1d8069a389c6ff \
+    --hash=sha256:0db4956f82723cc1c270de9c6e799b4c341d327762ec78ef82bb962f79cc07d8 \
+    --hash=sha256:123e2a72e20537add2f33a79e605f6191fba2afda4cbb876e35c1a7074298a7d \
+    --hash=sha256:14c9e076eede3b54c636f8ce1c9c252b5f057c62131211f0ceeec273810c9721 \
+    --hash=sha256:171b73bd4ee683d307599b66793ac80981b06f069b62eea1c9e29c9241aa66b0 \
+    --hash=sha256:18706cc31dbf402a7945916dd5cddf160251b6dab8a2c5f3d6d5a55949f676b3 \
+    --hash=sha256:19a1d55338ec1be74ef62440ca9e04a2f001a04d0cc49a4983dc320ff0f3212d \
+    --hash=sha256:2049be98fb57a31b4ccf870bf377af2504d4ae35646a19037ec271e4c07998aa \
+    --hash=sha256:2090d3718829d1e484706a2f525e50c892237b2bf9b17a79b059cb98cddc2f10 \
+    --hash=sha256:2397ab4daaf2698eb51a76721e98db21ce4f52339e535725de03ea962b5a3202 \
+    --hash=sha256:23bfeee5316266e5ee2d625df2d2c602b829435fc3a235c2ba2131495706e4a0 \
+    --hash=sha256:27e0b36c2d388dc7b6ced3406671b401e84ad7eb0656b8f3a2f46ed0ce483718 \
+    --hash=sha256:28b37063541b897fd6a318007373930a75ca6d6ac7c940dbe14731ffdd8d498e \
+    --hash=sha256:295a92a76188917c7f99cda95858c822f9e4aae5824246bba9b6b44004ddd0a6 \
+    --hash=sha256:29fe6740ebccba4175af1b9b87bf553e9c15cd5868ee967e010efcf94e4fd0f1 \
+    --hash=sha256:2a7baa46a22e77f0988e3b23d4ede5513ebec1929e34ee9495be535662c0dfe2 \
+    --hash=sha256:2d2cfeec3f6f45651b3d408c4acec0ebf3daa9bc8a112a084206f5db5d05b754 \
+    --hash=sha256:2f67396ec0310764b9222a1728ced1ab638f61aadc6226f17a71dd9324f9a99c \
+    --hash=sha256:30d193c6cc6d559db42b6bcec8a5d395d34d60c9877a0b71ecd7c204fcf15390 \
+    --hash=sha256:31bae522710064b5cbeddaf2e9f32b1abab70ac6ac91d42572502299e9953128 \
+    --hash=sha256:329aa225b085b6f004a4955271a7ba9f1087e39dcb7e65f6284a988264a63912 \
+    --hash=sha256:363eb68a0a59bd2303216d2346e6c441ba10d36d1f9969fcb6f1ba700de7bb5c \
+    --hash=sha256:394fc5c42a333c9ffc3e421a4c85e08580d990e08b99f6bf35b4132114c5dcb3 \
+    --hash=sha256:3996b50c3237c4aec17459217c1e7bbdead9a22a0fcd3c365564fbd16439dde6 \
+    --hash=sha256:39f1719f57adbb767ef592a50ae5ebb794220d1188f9ca93de471336401c34d2 \
+    --hash=sha256:3b29b980d0ddbecb736735ee5bef69bb2ddca56eff603c86f3f29a1128299b4f \
+    --hash=sha256:3ba3ef510467abb0667421a286dc906e30eb08569365f5cdb131d7aff7c2dd84 \
+    --hash=sha256:3bab1e4aff7adaa34410f93b1f8e57c4b36b9af0426a76003f441ee1d3c7e842 \
+    --hash=sha256:3d7b6ccce016e29df4b7ca819659f516f0bc7a4b3efa3bb2012ba06431b044f9 \
+    --hash=sha256:3da4fb467498df97e986af166b12d01f05d2e04f978a9c1c680ea1988e0bc4b6 \
+    --hash=sha256:3e56d780c238f9e1ae66a22d2adf8d16f485381878250db8d496623cd38b22bd \
+    --hash=sha256:3e8bfdd0e487acf992407a140d2589fe598238eaeffa3da8448d63a63cd363f8 \
+    --hash=sha256:44b546bd3eb645fd26fb949e43c02a25a2e632e2ca21a35e2e132c8105dc8599 \
+    --hash=sha256:478cc36476687bac1514d651cbbaa94b86b0732fb6855c60c673794c7dd2da62 \
+    --hash=sha256:490dab541a6a642ce1a9d61a4781656b346a55c13038f0b1244653828e3a83ec \
+    --hash=sha256:4a0df7ff02397bb63e2fd22af2c87dfa39e8c7f12947bc524dbdc528282c7e34 \
+    --hash=sha256:4b73189894398d59131a66ff157837b1fafea9974be486d036bb3d32331fdbf0 \
+    --hash=sha256:4b7a9db5a870f780220e931d0002bbfd88fb53aceb6293251e2c839415c1b20e \
+    --hash=sha256:4c09703000a9d0fa3c3404b27041e574cc7f4df4c6563873246d0e11812a94b6 \
+    --hash=sha256:4d409aa42a94c0b3fa617708ef5276dfe81012ba6753a0370fcc9d0195d0a1fc \
+    --hash=sha256:4d72a9a2d885f5c208b0cb91ff2ed43636bb7e345ec839ff64708e04f69a13cc \
+    --hash=sha256:4ef089f985b8c194d341eb2c24ae6e7408c9a0e2e5658699c92f497437d88c3c \
+    --hash=sha256:51cb455de290ae462593e5b1cb1118c5c22ea7f0d3620d9940bf695cea5a4bd7 \
+    --hash=sha256:521f33e377ff64b96c4c556b81c55d0cfffb96a11c194fd0c3f1e56f3d8dd5a4 \
+    --hash=sha256:53a42d364f323275126aff81fb67c5ca1b7a04fda0546245730a55c8c5f24bc4 \
+    --hash=sha256:5aa873cbc8e593d361ae65c68f85faadd755c3295ea2c12040ee146802f23b38 \
+    --hash=sha256:654030da3197d927f05a536a66186070e98765aa5142794c9904555d3a9d8fb5 \
+    --hash=sha256:661709cdcd919a2ece2234f9bae7174e5220c80b034585d7d8a755632d3e2111 \
+    --hash=sha256:680878b9f3d45c31e1f730eef731f9b0bc1da456155688c6745ee84eb818e90e \
+    --hash=sha256:6843b28b0364dc605f21481c90fadb5f60d9123b442eb8a726bb74feef588a84 \
+    --hash=sha256:68af405971779d8b37198726f2b6fe3955db846fee42db7a4286fc542203934c \
+    --hash=sha256:6b4c3d199f953acd5b446bf7c0de1fe25d94e09e79086f8dc2f48a11a129cdf1 \
+    --hash=sha256:6bdce131e14b04fd34a809b6380dbfd826065c3e2fe8a50dbae659fa0c390546 \
+    --hash=sha256:716133f7d1d946a4e1b91b1756b23c088881e70ff180c24e864c26192ad7534a \
+    --hash=sha256:749a72584761531d2b9467cfbdfd29487ee21124c304c4b6cb760d8777b27f9c \
+    --hash=sha256:7516c579652f6a6be0e266aec0acd0db80829ca305c3d771ed898538804c2036 \
+    --hash=sha256:79dcf9e477bc65414ebfea98ffd013cb39552b5ecd62908752e0e413d6d06e38 \
+    --hash=sha256:7a0222514e8e4c514660e182d5156a415c13ef0aabbd71682fc714e327b95e99 \
+    --hash=sha256:7b022717c748dd1992a83e219587aabe45980d88969f01b316e78683e6285f64 \
+    --hash=sha256:7bf77f54997a9166a2f5675d1201520586439424c2511723a7312bdb4bcc034e \
+    --hash=sha256:7e73299c99939f089dd9b2120a04a516b95cdf8c1cd2b18c53ebf0de80b1f18f \
+    --hash=sha256:7ef6b61cad77091056ce0e7ce69814ef72afacb150b7ac6a3e9470def2198159 \
+    --hash=sha256:7f5170993a0dd3ab871c74f45c0a21a4e2c37a2f2b01b5f722a2ad9c6650469e \
+    --hash=sha256:803d685de7be4303b5a657b76e2f6d1240e7e0a8aa2968ad5811fa2285553a12 \
+    --hash=sha256:8891681594162635948a636c9fe0ff21746aeb3dd5463f6e25d9bea3a8a39ca1 \
+    --hash=sha256:8a19cdb57cd3df4cd865849d93ee14920fb97224300c88501f16ecfa2604b4e0 \
+    --hash=sha256:8a3862568a36d26e650a19bb5cbbba14b71789032aebc0423f8cc5f150730184 \
+    --hash=sha256:8b55d5497b51afdfde55925e04a022f1de14d4f4f25cdfd4f5d9b0aa96166851 \
+    --hash=sha256:8cfc12a8630a29d601f48d47787bd7eb730e475e83edb5d6c5084317463373eb \
+    --hash=sha256:9281bf5b34f59afbc6b1e477a372e9526b66ca446f4bf62592839c195a718b32 \
+    --hash=sha256:92abb658ef2d7ef22ac9f8bb88e8b6c3e571671534e029359b6d9e845923eb1b \
+    --hash=sha256:94218fcec4d72bc61df51c198d098ce2b378e0ccbac41ddbed5ef44092913288 \
+    --hash=sha256:95b5ffa4349df2887518bb839409bcf22caa72d82beec453216802f475b23c81 \
+    --hash=sha256:9600082733859f00d79dee64effc7aef1beb26adb297416a4ad2116fd61374bd \
+    --hash=sha256:960c60b5849b9b4f9dcc9bea6e3626143c252c74113df2c1540aebce70209b45 \
+    --hash=sha256:9b2fd74c52accced7e75de26023b7dccee62511a600e62311b918ec5c168fc2a \
+    --hash=sha256:9c0359b1ec12b1d6849c59f9d319610b7f20ef990a6d454ab151aa0e3b9f78ca \
+    --hash=sha256:9cf41880c991716f3c7cec48e2f19ae4045fc9db5fc9cff27347ada24d710bb5 \
+    --hash=sha256:9d14baca2ee12c1a64740d4531356ba50b82543017f3ad6de0deb943c5979abb \
+    --hash=sha256:9f474ad5acda359c8758c8accc22032c6abe6dc87a8be2440d097785e27a9349 \
+    --hash=sha256:9fb0211dfc3b51efea2f349ec92c114d7754dd62c01f81c3e32b765b70c45c9b \
+    --hash=sha256:9fe04da3f79387f450fd0061d4dd2e45a72749d31bf634aecc9e27f24fdc4b3f \
+    --hash=sha256:9ff96e8815eecacc6645da76c413eb3b3d34cfca256c70b16b286a687d013c32 \
+    --hash=sha256:a027ec240fe73a8d6281872690b988eed307cd7d91b23998ff35ff577ca688b5 \
+    --hash=sha256:a048ce45dcdaaf1defb76b2e684f997fb5abf74437b6cb7b22ddad934a964e34 \
+    --hash=sha256:a265acbb7bb33a3a2d626afbe756371dce0279e7b17f4f4eda406459c2b5ff1c \
+    --hash=sha256:a35c5fc61d4f51eb045061e7967cfe3123d622cd500e8868e7c0c592a09fedc4 \
+    --hash=sha256:a37bd74c3fa9d00be2d7b8eca074dc56bd8077ddd2917a839bd989612671ed17 \
+    --hash=sha256:a60a4d75718a5efa473ebd5ab685786ba0c67b8381f781d1be14da49f1a2dc60 \
+    --hash=sha256:a6ef16328011d3f468e7ebc326f24c1445f001ca1dec335b2f8e66bed3006394 \
+    --hash=sha256:a90af66facec4cebe4181b9e62a68be65e45ac9b52b67de9eec118701856e7ff \
+    --hash=sha256:ad9ce259f50abd98a1ca0aa6e490b58c316a0fce0617f609723e40804add2c00 \
+    --hash=sha256:afa8a2978ec65d2336305550535c9c4ff50ee527914328c8677b3973ade52b85 \
+    --hash=sha256:b15b3afff74f707b9275d5ba6a91ae8f6429c3ffb29bbfd216b0b375a56f13d7 \
+    --hash=sha256:b284e319754366c1aee2267a2036248b24eeb17ecd5dc16022095e747f2f4304 \
+    --hash=sha256:b2d7f80c4e1fd010b07cb26820aae86b7e73b681ee4889684fb8d2d4537aab13 \
+    --hash=sha256:b3bc26a951007b1057a1c543af845f1c7e3e71cc240ed1ace7bf4484aa99196e \
+    --hash=sha256:b3e34f3a1b8131ba06f1a73adab24f30934d148afcd5f5de9a73565a4404384e \
+    --hash=sha256:b4121773c49a0776461f4a904cdf6264c88e42218aaa8407e803ca8025872792 \
+    --hash=sha256:b61189b29081a20c7e4e0b49b44d5d44bb0dc92be3c6d06a11cc043f81bf9329 \
+    --hash=sha256:b6234e14f9314731ec45c42fc4554b88133ad53a09092cc48a88e771c125dadb \
+    --hash=sha256:b8512bac933afc3e45fb2b18da8e59b78d4f408399a960339598374d4ae3b56b \
+    --hash=sha256:ba672b26069957ee369cfa7fc180dde1fc6f176eaf1e6beaf61fbebbd3d9c000 \
+    --hash=sha256:bee7c0588aa0076ce77c0ea5d19a68d76ad81fcd9fe8501003b9a24f9d4000f6 \
+    --hash=sha256:c04a328260dfd5db8c39538f999f02779012268f54614902d0afc775d44e0a62 \
+    --hash=sha256:c1dcc7524066fa918c6a27d61444d4ee7900ec635779058571f70d042d86ed63 \
+    --hash=sha256:c6e99d9a65ca282e578dfea819cfa9c0a62b2499d8677392e09feaf305e9e6f5 \
+    --hash=sha256:ca43bdfa5d37bd6aee89d85e1d0831fb86e25541be7e9d376ead1b28974f8e5e \
+    --hash=sha256:caf53b15b1b7df9fbd0709aa01409000a2b4dd03a5f6f5cc548183c7c8f8b63c \
+    --hash=sha256:cc41db090ed742f32bd2d2c721861725e6109681eddf835d0a82bd3a5c382827 \
+    --hash=sha256:cd240939f71c64bd658f186330603aac1a9a81bf6273f523fca63673cb7378a8 \
+    --hash=sha256:ce8fdc2dca699f8dbf055a61d73eaa10482569ad20ee3c36ef9641f69afa8c91 \
+    --hash=sha256:d1bed1b467ef657f2a0ae62844a607909ef1c6889562de5e1d505f74457d0b96 \
+    --hash=sha256:d1d964afecdf3a8288789df2f5751dc0a8261138c3768d9af117ed384e538fad \
+    --hash=sha256:d4393e3581e84e5645506923816b9cc81f5609a778c7e7534054091acc64d1c6 \
+    --hash=sha256:d874eb056410ca05fed180b6642e680373688efafc7f077b2a2f61811e873a40 \
+    --hash=sha256:db99677b4457c7a5c5a949353e125ba72d62b35f74e26da141530fbb012218a7 \
+    --hash=sha256:dd32a49400a2c3d52088e120ee00c1e3576cbff7e10b98467962c74fdb762ed4 \
+    --hash=sha256:df0e3bf7993bdbeca5ac25aa859cf40d39019e015c9c91809ba7093967f7a648 \
+    --hash=sha256:e011555abada53f1578d63389610ac8a5400fc70ce71156b0aa30d326f1a5064 \
+    --hash=sha256:e2862408c99f84aa571ab462d25236ef9cb12a602ea959ba9c9009a54902fc73 \
+    --hash=sha256:e3aa16de190d29a0ea1b48253c57d99a68492c8dd8948638073ab9e74dc9410b \
+    --hash=sha256:e93a0617cd16998784bf4414c7e40f17a35d2350e5c6f0bd900d3a8e02bd3762 \
+    --hash=sha256:ea3334cabe4d41b7ccd01e4d349828678794edbc2d3ae97fc162a3312095092e \
+    --hash=sha256:eb866162ef2f45063acc7a53a88ef6fe8bf121d45c30ea3c9cd87ce7e191a8d4 \
+    --hash=sha256:ec81878ddf0e98817def1e77d4f50dae5ef5b0e4fe796fae3bd674304172416e \
+    --hash=sha256:efbb54e98446892590dc2458c19c10344ee9a883a79b5cec4bc34d6656e8d546 \
+    --hash=sha256:f0e77e3c0008bc9316e662624535b88d360c3a5d3f81e15cf12c139a75250046 \
+    --hash=sha256:f0feece2ef8ebc42ed9e2e8c78fc4aa3cf455733b507c09ef7406364c94376c6 \
+    --hash=sha256:f470f68adc395e0183b92a2f4689264d1ea4b40504a24d9882c27375e6662bb9 \
+    --hash=sha256:f844a1bbf1d207dd311a56f383f7eda2d0e134921d45751842d8235e7778965d \
+    --hash=sha256:f8a93b1c0ed2d04b97a5e9336fd2d33371b9a6e29ab7dd6503d63407c20ffbaf \
+    --hash=sha256:f8e5c0031b90ca9ce555e2e8fd5c3b02a25f14989cbc310701823832c99eb687 \
+    --hash=sha256:fb287618b9c7aa3bf8d825f02d9201b2f13078a5ed3b293c8f4d953917d84d5e \
+    --hash=sha256:fbafe31d191dfa7c4c51f7a6149c9fb7e914dcf9ffead27dcfd9f1ae382b3885 \
+    --hash=sha256:fbd18dc82d7bf274b37aa48d664534330af744e03bccf696d6f4c6042e7d19e7
+    # via
+    #   aiohttp
+    #   yarl
+multiprocess==0.70.18 \
+    --hash=sha256:06b19433de0d02afe5869aec8931dd5c01d99074664f806c73896b0d9e527213 \
+    --hash=sha256:0929ba95831adb938edbd5fb801ac45e705ecad9d100b3e653946b7716cb6bd3 \
+    --hash=sha256:25d4012dcaaf66b9e8e955f58482b42910c2ee526d532844d8bcf661bbc604df \
+    --hash=sha256:2dbaae9bffa1fb2d58077c0044ffe87a8c8974e90fcf778cdf90e139c970d42a \
+    --hash=sha256:3fbba48bfcd932747c33f0b152b26207c4e0840c35cab359afaff7a8672b1031 \
+    --hash=sha256:4d77f8e4bfe6c6e2e661925bbf9aed4d5ade9a1c6502d5dfc10129b9d1141797 \
+    --hash=sha256:5aa6eef98e691281b3ad923be2832bf1c55dd2c859acd73e5ec53a66aae06a1d \
+    --hash=sha256:5f9be0342e597dde86152c10442c5fb6c07994b1c29de441b7a3a08b0e6be2a0 \
+    --hash=sha256:60c194974c31784019c1f459d984e8f33ee48f10fcf42c309ba97b30d9bd53ea \
+    --hash=sha256:6fa1366f994373aaf2d4738b0f56e707caeaa05486e97a7f71ee0853823180c2 \
+    --hash=sha256:871743755f43ef57d7910a38433cfe41319e72be1bbd90b79c7a5ac523eb9334 \
+    --hash=sha256:8b8940ae30139e04b076da6c5b83e9398585ebdf0f2ad3250673fef5b2ff06d6 \
+    --hash=sha256:9b78f8e5024b573730bfb654783a13800c2c0f2dfc0c25e70b40d184d64adaa2 \
+    --hash=sha256:9fd8d662f7524a95a1be7cbea271f0b33089fe792baabec17d93103d368907da \
+    --hash=sha256:bcac5a4e81f1554d98d1bba963eeb1bd24966432f04fcbd29b6e1a16251ad712 \
+    --hash=sha256:c0c7cd75d0987ab6166d64e654787c781dbacbcbcaaede4c1ffe664720b3e14b \
+    --hash=sha256:dbf705e52a154fe5e90fb17b38f02556169557c2dd8bb084f2e06c2784d8279b \
+    --hash=sha256:e78ca805a72b1b810c690b6b4cc32579eba34f403094bbbae962b7b5bf9dfcb8 \
+    --hash=sha256:f9597128e6b3e67b23956da07cf3d2e5cba79e2f4e0fba8d7903636663ec6d0d
+    # via datasets
+networkx==3.6 \
+    --hash=sha256:285276002ad1f7f7da0f7b42f004bcba70d381e936559166363707fdad3d72ad \
+    --hash=sha256:cdb395b105806062473d3be36458d8f1459a4e4b98e236a66c3a48996e07684f
+    # via torch
+nltk==3.9.2 \
+    --hash=sha256:0f409e9b069ca4177c1903c3e843eef90c7e92992fa4931ae607da6de49e1419 \
+    --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+numpy==2.2.6 \
+    --hash=sha256:038613e9fb8c72b0a41f025a7e4c3f0b7a1b5d768ece4796b674c8f3fe13efff \
+    --hash=sha256:0678000bb9ac1475cd454c6b8c799206af8107e310843532b04d49649c717a47 \
+    --hash=sha256:0811bb762109d9708cca4d0b13c4f67146e3c3b7cf8d34018c722adb2d957c84 \
+    --hash=sha256:0b605b275d7bd0c640cad4e5d30fa701a8d59302e127e5f79138ad62762c3e3d \
+    --hash=sha256:0bca768cd85ae743b2affdc762d617eddf3bcf8724435498a1e80132d04879e6 \
+    --hash=sha256:1bc23a79bfabc5d056d106f9befb8d50c31ced2fbc70eedb8155aec74a45798f \
+    --hash=sha256:287cc3162b6f01463ccd86be154f284d0893d2b3ed7292439ea97eafa8170e0b \
+    --hash=sha256:37c0ca431f82cd5fa716eca9506aefcabc247fb27ba69c5062a6d3ade8cf8f49 \
+    --hash=sha256:37e990a01ae6ec7fe7fa1c26c55ecb672dd98b19c3d0e1d1f326fa13cb38d163 \
+    --hash=sha256:389d771b1623ec92636b0786bc4ae56abafad4a4c513d36a55dce14bd9ce8571 \
+    --hash=sha256:3d70692235e759f260c3d837193090014aebdf026dfd167834bcba43e30c2a42 \
+    --hash=sha256:41c5a21f4a04fa86436124d388f6ed60a9343a6f767fced1a8a71c3fbca038ff \
+    --hash=sha256:481b49095335f8eed42e39e8041327c05b0f6f4780488f61286ed3c01368d491 \
+    --hash=sha256:4eeaae00d789f66c7a25ac5f34b71a7035bb474e679f410e5e1a94deb24cf2d4 \
+    --hash=sha256:55a4d33fa519660d69614a9fad433be87e5252f4b03850642f88993f7b2ca566 \
+    --hash=sha256:5a6429d4be8ca66d889b7cf70f536a397dc45ba6faeb5f8c5427935d9592e9cf \
+    --hash=sha256:5bd4fc3ac8926b3819797a7c0e2631eb889b4118a9898c84f585a54d475b7e40 \
+    --hash=sha256:5beb72339d9d4fa36522fc63802f469b13cdbe4fdab4a288f0c441b74272ebfd \
+    --hash=sha256:6031dd6dfecc0cf9f668681a37648373bddd6421fff6c66ec1624eed0180ee06 \
+    --hash=sha256:71594f7c51a18e728451bb50cc60a3ce4e6538822731b2933209a1f3614e9282 \
+    --hash=sha256:74d4531beb257d2c3f4b261bfb0fc09e0f9ebb8842d82a7b4209415896adc680 \
+    --hash=sha256:7befc596a7dc9da8a337f79802ee8adb30a552a94f792b9c9d18c840055907db \
+    --hash=sha256:894b3a42502226a1cac872f840030665f33326fc3dac8e57c607905773cdcde3 \
+    --hash=sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90 \
+    --hash=sha256:8e9ace4a37db23421249ed236fdcdd457d671e25146786dfc96835cd951aa7c1 \
+    --hash=sha256:8fc377d995680230e83241d8a96def29f204b5782f371c532579b4f20607a289 \
+    --hash=sha256:9551a499bf125c1d4f9e250377c1ee2eddd02e01eac6644c080162c0c51778ab \
+    --hash=sha256:b0544343a702fa80c95ad5d3d608ea3599dd54d4632df855e4c8d24eb6ecfa1c \
+    --hash=sha256:b093dd74e50a8cba3e873868d9e93a85b78e0daf2e98c6797566ad8044e8363d \
+    --hash=sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb \
+    --hash=sha256:b4f13750ce79751586ae2eb824ba7e1e8dba64784086c98cdbbcc6a42112ce0d \
+    --hash=sha256:b64d8d4d17135e00c8e346e0a738deb17e754230d7e0810ac5012750bbd85a5a \
+    --hash=sha256:ba10f8411898fc418a521833e014a77d3ca01c15b0c6cdcce6a0d2897e6dbbdf \
+    --hash=sha256:bd48227a919f1bafbdda0583705e547892342c26fb127219d60a5c36882609d1 \
+    --hash=sha256:c1f9540be57940698ed329904db803cf7a402f3fc200bfe599334c9bd84a40b2 \
+    --hash=sha256:c820a93b0255bc360f53eca31a0e676fd1101f673dda8da93454a12e23fc5f7a \
+    --hash=sha256:ce47521a4754c8f4593837384bd3424880629f718d87c5d44f8ed763edd63543 \
+    --hash=sha256:d042d24c90c41b54fd506da306759e06e568864df8ec17ccc17e9e884634fd00 \
+    --hash=sha256:de749064336d37e340f640b05f24e9e3dd678c57318c7289d222a8a2f543e90c \
+    --hash=sha256:e1dda9c7e08dc141e0247a5b8f49cf05984955246a327d4c48bda16821947b2f \
+    --hash=sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd \
+    --hash=sha256:e3143e4451880bed956e706a3220b4e5cf6172ef05fcc397f6f36a550b1dd868 \
+    --hash=sha256:e8213002e427c69c45a52bbd94163084025f533a55a59d6f9c5b820774ef3303 \
+    --hash=sha256:efd28d4e9cd7d7a8d39074a4d44c63eda73401580c5c76acda2ce969e0a38e83 \
+    --hash=sha256:f0fd6321b839904e15c46e0d257fdd101dd7f530fe03fd6359c1ea63738703f3 \
+    --hash=sha256:f1372f041402e37e5e633e586f62aa53de2eac8d98cbfb822806ce4bbefcb74d \
+    --hash=sha256:f2618db89be1b4e05f7a1a847a9c1c0abd63e63a1607d892dd54668dd92faf87 \
+    --hash=sha256:f447e6acb680fd307f40d3da4852208af94afdfab89cf850986c3ca00562f4fa \
+    --hash=sha256:f92729c95468a2f4f15e9bb94c432a9229d0d50de67304399627a943201baa2f \
+    --hash=sha256:f9f1adb22318e121c5c69a09142811a201ef17ab257a1e66ca3025065b7f53ae \
+    --hash=sha256:fc0c5673685c508a142ca65209b4e79ed6740a4ed6b2267dbba90f34b0b3cfda \
+    --hash=sha256:fc7b73d02efb0e18c000e9ad8b83480dfcd5dfd11065997ed4c6747470ae8915 \
+    --hash=sha256:fd83c01228a688733f1ded5201c678f0c53ecc1006ffbc404db9f7a899ac6249 \
+    --hash=sha256:fe27749d33bb772c80dcd84ae7e8df2adc920ae8297400dabec45f0dedb3f6de \
+    --hash=sha256:fee4236c876c4e8369388054d02d0e9bb84821feb1a64dd59e137e6511a551f8
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   accelerate
+    #   contourpy
+    #   datasets
+    #   faiss-cpu
+    #   matplotlib
+    #   pandas
+    #   peft
+    #   scikit-learn
+    #   scipy
+    #   transformers
+oauthlib==3.3.1 \
+    --hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
+    --hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
+    # via requests-oauthlib
+openai==2.8.1 \
+    --hash=sha256:c6c3b5a04994734386e8dad3c00a393f56d3b68a27cd2e8acae91a59e4122463 \
+    --hash=sha256:cb1b79eef6e809f6da326a7ef6038719e35aa944c42d081807bfa1be8060f15f
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   litellm
+    #   llama-stack
+opentelemetry-api==1.38.0 \
+    --hash=sha256:2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582 \
+    --hash=sha256:f4c193b5e8acb0912b06ac5b16321908dd0843d75049c091487322284a3eea12
+    # via
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+    #   opentelemetry-instrumentation
+    #   opentelemetry-sdk
+    #   opentelemetry-semantic-conventions
+opentelemetry-exporter-otlp==1.38.0 \
+    --hash=sha256:2f55acdd475e4136117eff20fbf1b9488b1b0b665ab64407516e1ac06f9c3f9d \
+    --hash=sha256:bc6562cef229fac8887ed7109fc5abc52315f39d9c03fd487bb8b4ef8fbbc231
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+opentelemetry-exporter-otlp-proto-common==1.38.0 \
+    --hash=sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a \
+    --hash=sha256:e333278afab4695aa8114eeb7bf4e44e65c6607d54968271a249c180b2cb605c
+    # via
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+opentelemetry-exporter-otlp-proto-grpc==1.38.0 \
+    --hash=sha256:2473935e9eac71f401de6101d37d6f3f0f1831db92b953c7dcc912536158ebd6 \
+    --hash=sha256:7c49fd9b4bd0dbe9ba13d91f764c2d20b0025649a6e4ac35792fb8d84d764bc7
+    # via opentelemetry-exporter-otlp
+opentelemetry-exporter-otlp-proto-http==1.38.0 \
+    --hash=sha256:84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b \
+    --hash=sha256:f16bd44baf15cbe07633c5112ffc68229d0edbeac7b37610be0b2def4e21e90b
+    # via
+    #   llama-stack
+    #   opentelemetry-exporter-otlp
+opentelemetry-instrumentation==0.59b0 \
+    --hash=sha256:44082cc8fe56b0186e87ee8f7c17c327c4c2ce93bdbe86496e600985d74368ee \
+    --hash=sha256:6010f0faaacdaf7c4dff8aac84e226d23437b331dcda7e70367f6d73a7db1adc
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+opentelemetry-proto==1.38.0 \
+    --hash=sha256:88b161e89d9d372ce723da289b7da74c3a8354a8e5359992be813942969ed468 \
+    --hash=sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18
+    # via
+    #   opentelemetry-exporter-otlp-proto-common
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+opentelemetry-sdk==1.38.0 \
+    --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b \
+    --hash=sha256:93df5d4d871ed09cb4272305be4d996236eedb232253e3ab864c8620f051cebe
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   llama-stack
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+opentelemetry-semantic-conventions==0.59b0 \
+    --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed \
+    --hash=sha256:7a6db3f30d70202d5bf9fa4b69bc866ca6a30437287de6c510fb594878aed6b0
+    # via
+    #   opentelemetry-instrumentation
+    #   opentelemetry-sdk
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \
+    --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f
+    # via
+    #   accelerate
+    #   datasets
+    #   faiss-cpu
+    #   huggingface-hub
+    #   matplotlib
+    #   opentelemetry-instrumentation
+    #   peft
+    #   transformers
+pandas==2.3.3 \
+    --hash=sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7 \
+    --hash=sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593 \
+    --hash=sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5 \
+    --hash=sha256:1d37b5848ba49824e5c30bedb9c830ab9b7751fd049bc7914533e01c65f79791 \
+    --hash=sha256:23ebd657a4d38268c7dfbdf089fbc31ea709d82e4923c5ffd4fbd5747133ce73 \
+    --hash=sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec \
+    --hash=sha256:28083c648d9a99a5dd035ec125d42439c6c1c525098c58af0fc38dd1a7a1b3d4 \
+    --hash=sha256:2e3ebdb170b5ef78f19bfb71b0dc5dc58775032361fa188e814959b74d726dd5 \
+    --hash=sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac \
+    --hash=sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084 \
+    --hash=sha256:376c6446ae31770764215a6c937f72d917f214b43560603cd60da6408f183b6c \
+    --hash=sha256:3869faf4bd07b3b66a9f462417d0ca3a9df29a9f6abd5d0d0dbab15dac7abe87 \
+    --hash=sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35 \
+    --hash=sha256:4793891684806ae50d1288c9bae9330293ab4e083ccd1c5e383c34549c6e4250 \
+    --hash=sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c \
+    --hash=sha256:503cf027cf9940d2ceaa1a93cfb5f8c8c7e6e90720a2850378f0b3f3b1e06826 \
+    --hash=sha256:5554c929ccc317d41a5e3d1234f3be588248e61f08a74dd17c9eabb535777dc9 \
+    --hash=sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713 \
+    --hash=sha256:5caf26f64126b6c7aec964f74266f435afef1c1b13da3b0636c7518a1fa3e2b1 \
+    --hash=sha256:602b8615ebcc4a0c1751e71840428ddebeb142ec02c786e8ad6b1ce3c8dec523 \
+    --hash=sha256:6253c72c6a1d990a410bc7de641d34053364ef8bcd3126f7e7450125887dffe3 \
+    --hash=sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78 \
+    --hash=sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53 \
+    --hash=sha256:6d2cefc361461662ac48810cb14365a365ce864afe85ef1f447ff5a1e99ea81c \
+    --hash=sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21 \
+    --hash=sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5 \
+    --hash=sha256:854d00d556406bffe66a4c0802f334c9ad5a96b4f1f868adf036a21b11ef13ff \
+    --hash=sha256:8fe25fc7b623b0ef6b5009149627e34d2a4657e880948ec3c840e9402e5c1b45 \
+    --hash=sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110 \
+    --hash=sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493 \
+    --hash=sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b \
+    --hash=sha256:a21d830e78df0a515db2b3d2f5570610f5e6bd2e27749770e8bb7b524b89b450 \
+    --hash=sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86 \
+    --hash=sha256:a637c5cdfa04b6d6e2ecedcb81fc52ffb0fd78ce2ebccc9ea964df9f658de8c8 \
+    --hash=sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98 \
+    --hash=sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89 \
+    --hash=sha256:b468d3dad6ff947df92dcb32ede5b7bd41a9b3cceef0a30ed925f6d01fb8fa66 \
+    --hash=sha256:b98560e98cb334799c0b07ca7967ac361a47326e9b4e5a7dfb5ab2b1c9d35a1b \
+    --hash=sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8 \
+    --hash=sha256:bf1f8a81d04ca90e32a0aceb819d34dbd378a98bf923b6398b9a3ec0bf44de29 \
+    --hash=sha256:c46467899aaa4da076d5abc11084634e2d197e9460643dd455ac3db5856b24d6 \
+    --hash=sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc \
+    --hash=sha256:c503ba5216814e295f40711470446bc3fd00f0faea8a086cbc688808e26f92a2 \
+    --hash=sha256:d051c0e065b94b7a3cea50eb1ec32e912cd96dba41647eb24104b6c6c14c5788 \
+    --hash=sha256:d3e28b3e83862ccf4d85ff19cf8c20b2ae7e503881711ff2d534dc8f761131aa \
+    --hash=sha256:db4301b2d1f926ae677a751eb2bd0e8c5f5319c9cb3f88b0becbbb0b07b34151 \
+    --hash=sha256:dd7478f1463441ae4ca7308a70e90b33470fa593429f9d4c578dd00d1fa78838 \
+    --hash=sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b \
+    --hash=sha256:e19d192383eab2f4ceb30b412b22ea30690c9e618f78870357ae1d682912015a \
+    --hash=sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d \
+    --hash=sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908 \
+    --hash=sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0 \
+    --hash=sha256:ee67acbbf05014ea6c763beb097e03cd629961c8a632075eeb34247120abcb4b \
+    --hash=sha256:f086f6fe114e19d92014a1966f43a3e62285109afe874f067f5abbdcbb10e59c \
+    --hash=sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   datasets
+    #   llama-stack-client
+peft==0.18.0 \
+    --hash=sha256:624f69ca6393b765ccc6734adda7ca57d80b238f0900a42c357d8b67a03d62ff \
+    --hash=sha256:c81c80b2056ab40c23d58ef25f74daab417ac653970718589a11a8af28218588
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+pillow==12.0.0 \
+    --hash=sha256:0869154a2d0546545cde61d1789a6524319fc1897d9ee31218eae7a60ccc5643 \
+    --hash=sha256:09f2d0abef9e4e2f349305a4f8cc784a8a6c2f58a8c4892eea13b10a943bd26e \
+    --hash=sha256:0b817e7035ea7f6b942c13aa03bb554fc44fea70838ea21f8eb31c638326584e \
+    --hash=sha256:0fd00cac9c03256c8b2ff58f162ebcd2587ad3e1f2e397eab718c47e24d231cc \
+    --hash=sha256:110486b79f2d112cf6add83b28b627e369219388f64ef2f960fef9ebaf54c642 \
+    --hash=sha256:1979f4566bb96c1e50a62d9831e2ea2d1211761e5662afc545fa766f996632f6 \
+    --hash=sha256:1ac11e8ea4f611c3c0147424eae514028b5e9077dd99ab91e1bd7bc33ff145e1 \
+    --hash=sha256:1b1b133e6e16105f524a8dec491e0586d072948ce15c9b914e41cdadd209052b \
+    --hash=sha256:1ee80a59f6ce048ae13cda1abf7fbd2a34ab9ee7d401c46be3ca685d1999a399 \
+    --hash=sha256:21f241bdd5080a15bc86d3466a9f6074a9c2c2b314100dd896ac81ee6db2f1ba \
+    --hash=sha256:266cd5f2b63ff316d5a1bba46268e603c9caf5606d44f38c2873c380950576ad \
+    --hash=sha256:26d9f7d2b604cd23aba3e9faf795787456ac25634d82cd060556998e39c6fa47 \
+    --hash=sha256:27f95b12453d165099c84f8a8bfdfd46b9e4bda9e0e4b65f0635430027f55739 \
+    --hash=sha256:2c54c1a783d6d60595d3514f0efe9b37c8808746a66920315bfd34a938d7994b \
+    --hash=sha256:2fa5f0b6716fc88f11380b88b31fe591a06c6315e955c096c35715788b339e3f \
+    --hash=sha256:32ed80ea8a90ee3e6fa08c21e2e091bba6eda8eccc83dbc34c95169507a91f10 \
+    --hash=sha256:3830c769decf88f1289680a59d4f4c46c72573446352e2befec9a8512104fa52 \
+    --hash=sha256:38df9b4bfd3db902c9c2bd369bcacaf9d935b2fff73709429d95cc41554f7b3d \
+    --hash=sha256:3adfb466bbc544b926d50fe8f4a4e6abd8c6bffd28a26177594e6e9b2b76572b \
+    --hash=sha256:3e42edad50b6909089750e65c91aa09aaf1e0a71310d383f11321b27c224ed8a \
+    --hash=sha256:4078242472387600b2ce8d93ade8899c12bf33fa89e55ec89fe126e9d6d5d9e9 \
+    --hash=sha256:455247ac8a4cfb7b9bc45b7e432d10421aea9fc2e74d285ba4072688a74c2e9d \
+    --hash=sha256:4cc6b3b2efff105c6a1656cfe59da4fdde2cda9af1c5e0b58529b24525d0a098 \
+    --hash=sha256:4cf7fed4b4580601c4345ceb5d4cbf5a980d030fd5ad07c4d2ec589f95f09905 \
+    --hash=sha256:5193fde9a5f23c331ea26d0cf171fbf67e3f247585f50c08b3e205c7aeb4589b \
+    --hash=sha256:5269cc1caeedb67e6f7269a42014f381f45e2e7cd42d834ede3c703a1d915fe3 \
+    --hash=sha256:53561a4ddc36facb432fae7a9d8afbfaf94795414f5cdc5fc52f28c1dca90371 \
+    --hash=sha256:55f818bd74fe2f11d4d7cbc65880a843c4075e0ac7226bc1a23261dbea531953 \
+    --hash=sha256:58eea5ebe51504057dd95c5b77d21700b77615ab0243d8152793dc00eb4faf01 \
+    --hash=sha256:5d5c411a8eaa2299322b647cd932586b1427367fd3184ffbb8f7a219ea2041ca \
+    --hash=sha256:6846bd2d116ff42cba6b646edf5bf61d37e5cbd256425fa089fee4ff5c07a99e \
+    --hash=sha256:6ace95230bfb7cd79ef66caa064bbe2f2a1e63d93471c3a2e1f1348d9f22d6b7 \
+    --hash=sha256:6e51b71417049ad6ab14c49608b4a24d8fb3fe605e5dfabfe523b58064dc3d27 \
+    --hash=sha256:71db6b4c1653045dacc1585c1b0d184004f0d7e694c7b34ac165ca70c0838082 \
+    --hash=sha256:7438839e9e053ef79f7112c881cef684013855016f928b168b81ed5835f3e75e \
+    --hash=sha256:759de84a33be3b178a64c8ba28ad5c135900359e85fb662bc6e403ad4407791d \
+    --hash=sha256:792a2c0be4dcc18af9d4a2dfd8a11a17d5e25274a1062b0ec1c2d79c76f3e7f8 \
+    --hash=sha256:7d87ef5795da03d742bf49439f9ca4d027cde49c82c5371ba52464aee266699a \
+    --hash=sha256:7dfb439562f234f7d57b1ac6bc8fe7f838a4bd49c79230e0f6a1da93e82f1fad \
+    --hash=sha256:7fa22993bac7b77b78cae22bad1e2a987ddf0d9015c63358032f84a53f23cdc3 \
+    --hash=sha256:805ebf596939e48dbb2e4922a1d3852cfc25c38160751ce02da93058b48d252a \
+    --hash=sha256:82240051c6ca513c616f7f9da06e871f61bfd7805f566275841af15015b8f98d \
+    --hash=sha256:87d4f8125c9988bfbed67af47dd7a953e2fc7b0cc1e7800ec6d2080d490bb353 \
+    --hash=sha256:8d8ca2b210ada074d57fcee40c30446c9562e542fc46aedc19baf758a93532ee \
+    --hash=sha256:8dc232e39d409036af549c86f24aed8273a40ffa459981146829a324e0848b4b \
+    --hash=sha256:90387104ee8400a7b4598253b4c406f8958f59fcf983a6cea2b50d59f7d63d0b \
+    --hash=sha256:905b0365b210c73afb0ebe9101a32572152dfd1c144c7e28968a331b9217b94a \
+    --hash=sha256:99353a06902c2e43b43e8ff74ee65a7d90307d82370604746738a1e0661ccca7 \
+    --hash=sha256:99a7f72fb6249302aa62245680754862a44179b545ded638cf1fef59befb57ef \
+    --hash=sha256:9f0b04c6b8584c2c193babcccc908b38ed29524b29dd464bc8801bf10d746a3a \
+    --hash=sha256:9fe611163f6303d1619bbcb653540a4d60f9e55e622d60a3108be0d5b441017a \
+    --hash=sha256:a3475b96f5908b3b16c47533daaa87380c491357d197564e0ba34ae75c0f3257 \
+    --hash=sha256:a6597ff2b61d121172f5844b53f21467f7082f5fb385a9a29c01414463f93b07 \
+    --hash=sha256:a7921c5a6d31b3d756ec980f2f47c0cfdbce0fc48c22a39347a895f41f4a6ea4 \
+    --hash=sha256:aa5129de4e174daccbc59d0a3b6d20eaf24417d59851c07ebb37aeb02947987c \
+    --hash=sha256:aeaefa96c768fc66818730b952a862235d68825c178f1b3ffd4efd7ad2edcb7c \
+    --hash=sha256:afbefa430092f71a9593a99ab6a4e7538bc9eabbf7bf94f91510d3503943edc4 \
+    --hash=sha256:aff9e4d82d082ff9513bdd6acd4f5bd359f5b2c870907d2b0a9c5e10d40c88fe \
+    --hash=sha256:b22bd8c974942477156be55a768f7aa37c46904c175be4e158b6a86e3a6b7ca8 \
+    --hash=sha256:b290fd8aa38422444d4b50d579de197557f182ef1068b75f5aa8558638b8d0a5 \
+    --hash=sha256:b2e4b27a6e15b04832fe9bf292b94b5ca156016bbc1ea9c2c20098a0320d6cf6 \
+    --hash=sha256:b583dc9070312190192631373c6c8ed277254aa6e6084b74bdd0a6d3b221608e \
+    --hash=sha256:b87843e225e74576437fd5b6a4c2205d422754f84a06942cfaf1dc32243e45a8 \
+    --hash=sha256:bc91a56697869546d1b8f0a3ff35224557ae7f881050e99f615e0119bf934b4e \
+    --hash=sha256:bd87e140e45399c818fac4247880b9ce719e4783d767e030a883a970be632275 \
+    --hash=sha256:bde737cff1a975b70652b62d626f7785e0480918dece11e8fef3c0cf057351c3 \
+    --hash=sha256:bdee52571a343d721fb2eb3b090a82d959ff37fc631e3f70422e0c2e029f3e76 \
+    --hash=sha256:bee2a6db3a7242ea309aa7ee8e2780726fed67ff4e5b40169f2c940e7eb09227 \
+    --hash=sha256:beeae3f27f62308f1ddbcfb0690bf44b10732f2ef43758f169d5e9303165d3f9 \
+    --hash=sha256:c50f36a62a22d350c96e49ad02d0da41dbd17ddc2e29750dbdba4323f85eb4a5 \
+    --hash=sha256:c607c90ba67533e1b2355b821fef6764d1dd2cbe26b8c1005ae84f7aea25ff79 \
+    --hash=sha256:c7b2a63fd6d5246349f3d3f37b14430d73ee7e8173154461785e43036ffa96ca \
+    --hash=sha256:c828a1ae702fc712978bda0320ba1b9893d99be0badf2647f693cc01cf0f04fa \
+    --hash=sha256:c85de1136429c524e55cfa4e033b4a7940ac5c8ee4d9401cc2d1bf48154bbc7b \
+    --hash=sha256:c98fa880d695de164b4135a52fd2e9cd7b7c90a9d8ac5e9e443a24a95ef9248e \
+    --hash=sha256:cae81479f77420d217def5f54b5b9d279804d17e982e0f2fa19b1d1e14ab5197 \
+    --hash=sha256:d034140032870024e6b9892c692fe2968493790dd57208b2c37e3fb35f6df3ab \
+    --hash=sha256:d120c38a42c234dc9a8c5de7ceaaf899cf33561956acb4941653f8bdc657aa79 \
+    --hash=sha256:d4827615da15cd59784ce39d3388275ec093ae3ee8d7f0c089b76fa87af756c2 \
+    --hash=sha256:d49e2314c373f4c2b39446fb1a45ed333c850e09d0c59ac79b72eb3b95397363 \
+    --hash=sha256:d52610d51e265a51518692045e372a4c363056130d922a7351429ac9f27e70b0 \
+    --hash=sha256:d64317d2587c70324b79861babb9c09f71fbb780bad212018874b2c013d8600e \
+    --hash=sha256:d77153e14b709fd8b8af6f66a3afbb9ed6e9fc5ccf0b6b7e1ced7b036a228782 \
+    --hash=sha256:d7e091d464ac59d2c7ad8e7e08105eaf9dafbc3883fd7265ffccc2baad6ac925 \
+    --hash=sha256:dd333073e0cacdc3089525c7df7d39b211bcdf31fc2824e49d01c6b6187b07d0 \
+    --hash=sha256:e5d8efac84c9afcb40914ab49ba063d94f5dbdf5066db4482c66a992f47a3a3b \
+    --hash=sha256:f135c702ac42262573fe9714dfe99c944b4ba307af5eb507abef1667e2cbbced \
+    --hash=sha256:f13711b1a5ba512d647a0e4ba79280d3a9a045aaf7e0cc6fbe96b91d4cdf6b0c \
+    --hash=sha256:f4f1231b7dec408e8670264ce63e9c71409d9583dd21d32c163e25213ee2a344 \
+    --hash=sha256:fa3ed2a29a9e9d2d488b4da81dcb54720ac3104a20bf0bd273f1e4648aff5af9 \
+    --hash=sha256:fb3096c30df99fd01c7bf8e544f392103d0795b9f98ba71a8054bcbf56b255f1
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   llama-stack
+    #   matplotlib
+    #   sentence-transformers
+ply==3.11 \
+    --hash=sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3 \
+    --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
+    # via jsonpath-ng
+polyleven==0.9.0 \
+    --hash=sha256:0a59f3cf5297e22aac73cf439e1e9cb0703af1adc853fb911637172db09bddec \
+    --hash=sha256:0c74d8cba499541fe96e96a76cb8ac2bac7f3d7efeb8c2cec1bf1383c91790f4 \
+    --hash=sha256:1a4f857c9f7fd99b7e41305e6cdb30d39592b1a6ca50fbc20edd175746e376ca \
+    --hash=sha256:1b9c905fa0862c1f3e27e948a713fb86a26ce1659f1d90b1b4aff04a8890213b \
+    --hash=sha256:1d651a6714caf4d144f8cb0bd6b1eb043a2ca80dd7c6d87b8f8020edc1729149 \
+    --hash=sha256:20576da0c8000bd1c4a07cee43db9169b7d094f5dcc03b20775506d07c56f4fb \
+    --hash=sha256:244d759986486252121061d727a642d3505cbdd9e6616467b42935e662a9fa61 \
+    --hash=sha256:259856641423ca82230237d637869301ba02971c24283101b67c8117e7116b7a \
+    --hash=sha256:26e06e1da0734c8d5a1625589d2bd213f9d40d0023370475c167dc773239ab78 \
+    --hash=sha256:288bfe0a0040421c52a5dc312b55c47812a72fb9cd7e6d19859ac2f9f11f350f \
+    --hash=sha256:299a93766761b5e5fb4092388f3dc6401224fd436c05f11c4ee48b262587e8da \
+    --hash=sha256:29ef7db85a7bb01be9372461bc8d8993d4817dfcea702e4d2b8f0d9c43415ebe \
+    --hash=sha256:2be92bb7743e3b3e14a2b894902f4ceeea5700849dd9e9ab59c68bd7943b3d85 \
+    --hash=sha256:3a1d3f1b385e9f51090beca54925a0fd0ab2d744fcea91dd9353c7b13bbb274f \
+    --hash=sha256:3fd803de02e99f51ade3fcae4e5be50c89c1ff360213bcdbcf98820e2633c71a \
+    --hash=sha256:45cea2885c61bda9711244a51aed068f9a55f1d776d4caad6c574a3f401945ae \
+    --hash=sha256:4db8b16aac237dbf644a0e4323c3ba0907dab6adecd2a345bf2fa92301d7fb2d \
+    --hash=sha256:4e4ab3cfc196907751adb3b65959ad8be08fc06679d071fdf01e5225f394812e \
+    --hash=sha256:50c71e238153acdf010c7fe6f18835dd6d7ca37a7e7cca08d51c2234e2227019 \
+    --hash=sha256:5260411e820a858728d32f161690a54bc2162644dba8f4e2b0dd72707d00ac20 \
+    --hash=sha256:58703ae7483b46a5e05d2d3f2cac2e345b96b57faaebfe09c5890eb5346daf31 \
+    --hash=sha256:603f0ea18dc0826f7078c14484c227dcdb61ca8e4485d0b67f2df317a3a01726 \
+    --hash=sha256:62b039e9dc8fa53ad740de02d168a7e9d0edce3734b2927f40fe851b328b766f \
+    --hash=sha256:65a6e899db184bce6384526e46f446c6c159a2b0bb3b463dcc78a2bc8ddf85f5 \
+    --hash=sha256:6e00207fbe0fcdde206b9b277cf14bb9db8801f8d303204b1572870797399974 \
+    --hash=sha256:6f0fd999efaa0d5409603ae7e44b60152b8d12a190b54115bcf0ba93e41e09f1 \
+    --hash=sha256:7058bea0da4893ebb8bedd9f638ec4e026c150e29b7b7385db5c157742d0ff11 \
+    --hash=sha256:7260fa32fff7194e06b4221e0a6d2ba2decd4e4dc51f7f8cddbf365649326ee4 \
+    --hash=sha256:7309296f1f91e7aa7d292e5b9aa0da53f2ce7997cfda8535155424a791fe73c8 \
+    --hash=sha256:7bd784bad5164d0d4e823d98aa8ffdc118c14d211dfd7271ede7f1baa7efc691 \
+    --hash=sha256:81ae9a154c82d53ff67d6cd6b4ee96de3e449f2c8cccd49aaa62b50f6e57a4eb \
+    --hash=sha256:87ef064bfe4a1b13414e440f56a716096375ec93cf1351bed9a84942c230c715 \
+    --hash=sha256:8cf8ff07ea44947e9a34ab371a3b0fec4d2328957332185445cfdd1675539cb9 \
+    --hash=sha256:8f671df664924b3ec14195be7bf778d5f71811989e59a3f9547f8066cefc596f \
+    --hash=sha256:92a0d2e4d6230f2ccc14d12d11cb496d5d5b81d975841bfed9dce6d11cf90826 \
+    --hash=sha256:9859199fefc85329b495cd0ce5b34df1a9acf6623d3dbaff5fcb688ade59fb88 \
+    --hash=sha256:a3163f6c7ad192ee14ef760b1dd3143a3107c483a327dcfb5e6c94d4c8217fa4 \
+    --hash=sha256:a46e7b364b3936f025022d1182e10cba9ac45974dc2cafa17b7f9f515784adb5 \
+    --hash=sha256:aabd963fef557f6afe4306920cbd6c580aff572c8a96c5d6bf572fb9c4bdce46 \
+    --hash=sha256:b3c8581d8eae56d0e0e3cce33384b4365ef29a924f48edc6b3b5a694412c4b7d \
+    --hash=sha256:b99fcfc48c1eaacc4a46dd9d22dc98de111120c66b56df14257f276b762bd591 \
+    --hash=sha256:ba356ce9e7e7e8ddf4eff17eb39df5b822cb8899450c6d289a22249b78c9a5f4 \
+    --hash=sha256:bac610f5a30b56ab2fbb1a3de071ef9ed3aa6a572a80a4cfbf0665929e0f6451 \
+    --hash=sha256:c672c982108a48c7aebd7016aa8482b8ee96f01280a68cbee56293055aebdfc7 \
+    --hash=sha256:c903c9b70a089c5f2b5990ce3a09ac1ce39d0b1ea93ec8c9e1eb217ddea779c6 \
+    --hash=sha256:cf4fb8f5be74b9bf7e6f7c2014ee153dc4208af337b781cf3aafc5f51a647d80 \
+    --hash=sha256:d400f255af038f77b37d5010532e0e82d07160457c8282e5b40632987ab815be \
+    --hash=sha256:e0a0c1ecd2dc356fd94edc80e18a30ad28e93ccc840127e765b83ad60426b2d5 \
+    --hash=sha256:e58bbcd3f062043fa67e76e89f803eb308ea06fbb4dc6f32d7063c37f1c16dfd \
+    --hash=sha256:e8c4c3c6515f4753fe69becb4686009bc5a5776752fd27a3d34d89f54f8c40e6 \
+    --hash=sha256:e9608f5835f8fb3778aaad2b126aaea201cd9a6b210286533762c29cd3debcf2 \
+    --hash=sha256:ecf0a858b7694acea0f7459f8699f8b1f62ee99d88529b01f3a1597aa4c53978 \
+    --hash=sha256:ef398fe2759f84a6c088320742f09ecef5904e5c1f60668eed08f431221c5239 \
+    --hash=sha256:f21e6c050f6f0d259cf9c6367042ba6a69e553b8294143c83bb47f6481486f9c \
+    --hash=sha256:ff60e2da0864b3d4bec2826eadbbb0a8967384d53bec9e693aad7b0089e1258c
+    # via autoevals
+prometheus-client==0.23.1 \
+    --hash=sha256:6ae8f9081eaaaf153a2e959d2e6c4f4fb57b12ef76c8c7980202f1e57b48b2ce \
+    --hash=sha256:dd1913e6e76b59cfe44e7a4b83e01afc9873c1bdfd2ed8739f1e76aeca115f99
+    # via lightspeed-stack (pyproject.toml)
+prompt-toolkit==3.0.52 \
+    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
+    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+    # via
+    #   llama-stack
+    #   llama-stack-client
+propcache==0.4.1 \
+    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
+    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
+    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
+    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
+    --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \
+    --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \
+    --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \
+    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
+    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
+    --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \
+    --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \
+    --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \
+    --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \
+    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
+    --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \
+    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
+    --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \
+    --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \
+    --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \
+    --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \
+    --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \
+    --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \
+    --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \
+    --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \
+    --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \
+    --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \
+    --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \
+    --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \
+    --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \
+    --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \
+    --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \
+    --hash=sha256:4b536b39c5199b96fc6245eb5fb796c497381d3942f169e44e8e392b29c9ebcc \
+    --hash=sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a \
+    --hash=sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1 \
+    --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \
+    --hash=sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61 \
+    --hash=sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726 \
+    --hash=sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49 \
+    --hash=sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44 \
+    --hash=sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af \
+    --hash=sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa \
+    --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153 \
+    --hash=sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc \
+    --hash=sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5 \
+    --hash=sha256:5fd37c406dd6dc85aa743e214cef35dc54bbdd1419baac4f6ae5e5b1a2976938 \
+    --hash=sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf \
+    --hash=sha256:66c1f011f45a3b33d7bcb22daed4b29c0c9e2224758b6be00686731e1b46f925 \
+    --hash=sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8 \
+    --hash=sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c \
+    --hash=sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85 \
+    --hash=sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e \
+    --hash=sha256:6f6ff873ed40292cd4969ef5310179afd5db59fdf055897e282485043fc80ad0 \
+    --hash=sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1 \
+    --hash=sha256:71b749281b816793678ae7f3d0d84bd36e694953822eaad408d682efc5ca18e0 \
+    --hash=sha256:74c1fb26515153e482e00177a1ad654721bf9207da8a494a0c05e797ad27b992 \
+    --hash=sha256:7c2d1fa3201efaf55d730400d945b5b3ab6e672e100ba0f9a409d950ab25d7db \
+    --hash=sha256:824e908bce90fb2743bd6b59db36eb4f45cd350a39637c9f73b1c1ea66f5b75f \
+    --hash=sha256:8326e144341460402713f91df60ade3c999d601e7eb5ff8f6f7862d54de0610d \
+    --hash=sha256:8873eb4460fd55333ea49b7d189749ecf6e55bf85080f11b1c4530ed3034cba1 \
+    --hash=sha256:89eb3fa9524f7bec9de6e83cf3faed9d79bffa560672c118a96a171a6f55831e \
+    --hash=sha256:8c9b3cbe4584636d72ff556d9036e0c9317fa27b3ac1f0f558e7e84d1c9c5900 \
+    --hash=sha256:8e57061305815dfc910a3634dcf584f08168a8836e6999983569f51a8544cd89 \
+    --hash=sha256:929d7cbe1f01bb7baffb33dc14eb5691c95831450a26354cd210a8155170c93a \
+    --hash=sha256:92d1935ee1f8d7442da9c0c4fa7ac20d07e94064184811b685f5c4fada64553b \
+    --hash=sha256:948dab269721ae9a87fd16c514a0a2c2a1bdb23a9a61b969b0f9d9ee2968546f \
+    --hash=sha256:981333cb2f4c1896a12f4ab92a9cc8f09ea664e9b7dbdc4eff74627af3a11c0f \
+    --hash=sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1 \
+    --hash=sha256:99d43339c83aaf4d32bda60928231848eee470c6bda8d02599cc4cebe872d183 \
+    --hash=sha256:9a0bd56e5b100aef69bd8562b74b46254e7c8812918d3baa700c8a8009b0af66 \
+    --hash=sha256:9a52009f2adffe195d0b605c25ec929d26b36ef986ba85244891dee3b294df21 \
+    --hash=sha256:9d2b6caef873b4f09e26ea7e33d65f42b944837563a47a94719cc3544319a0db \
+    --hash=sha256:9f302f4783709a78240ebc311b793f123328716a60911d667e0c036bc5dcbded \
+    --hash=sha256:a0ee98db9c5f80785b266eb805016e36058ac72c51a064040f2bc43b61101cdb \
+    --hash=sha256:a129e76735bc792794d5177069691c3217898b9f5cee2b2661471e52ffe13f19 \
+    --hash=sha256:a78372c932c90ee474559c5ddfffd718238e8673c340dc21fe45c5b8b54559a0 \
+    --hash=sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165 \
+    --hash=sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778 \
+    --hash=sha256:ab2943be7c652f09638800905ee1bab2c544e537edb57d527997a24c13dc1455 \
+    --hash=sha256:ab4c29b49d560fe48b696cdcb127dd36e0bc2472548f3bf56cc5cb3da2b2984f \
+    --hash=sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b \
+    --hash=sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237 \
+    --hash=sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81 \
+    --hash=sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859 \
+    --hash=sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c \
+    --hash=sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835 \
+    --hash=sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393 \
+    --hash=sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5 \
+    --hash=sha256:c80ee5802e3fb9ea37938e7eecc307fb984837091d5fd262bb37238b1ae97641 \
+    --hash=sha256:c9b822a577f560fbd9554812526831712c1436d2c046cedee4c3796d3543b144 \
+    --hash=sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74 \
+    --hash=sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db \
+    --hash=sha256:cbc3b6dfc728105b2a57c06791eb07a94229202ea75c59db644d7d496b698cac \
+    --hash=sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403 \
+    --hash=sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9 \
+    --hash=sha256:d472aeb4fbf9865e0c6d622d7f4d54a4e101a89715d8904282bb5f9a2f476c3f \
+    --hash=sha256:d62cdfcfd89ccb8de04e0eda998535c406bf5e060ffd56be6c586cbcc05b3311 \
+    --hash=sha256:d82ad62b19645419fe79dd63b3f9253e15b30e955c0170e5cebc350c1844e581 \
+    --hash=sha256:d8f353eb14ee3441ee844ade4277d560cdd68288838673273b978e3d6d2c8f36 \
+    --hash=sha256:daede9cd44e0f8bdd9e6cc9a607fc81feb80fae7a5fc6cecaff0e0bb32e42d00 \
+    --hash=sha256:db65d2af507bbfbdcedb254a11149f894169d90488dd3e7190f7cdcb2d6cd57a \
+    --hash=sha256:dee69d7015dc235f526fe80a9c90d65eb0039103fe565776250881731f06349f \
+    --hash=sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2 \
+    --hash=sha256:e35b88984e7fa64aacecea39236cee32dd9bd8c55f57ba8a75cf2399553f9bd7 \
+    --hash=sha256:e53f3a38d3510c11953f3e6a33f205c6d1b001129f972805ca9b42fc308bc239 \
+    --hash=sha256:e9b0d8d0845bbc4cfcdcbcdbf5086886bc8157aa963c31c777ceff7846c77757 \
+    --hash=sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72 \
+    --hash=sha256:ecef2343af4cc68e05131e45024ba34f6095821988a9d0a02aa7c73fcc448aa9 \
+    --hash=sha256:ed5a841e8bb29a55fb8159ed526b26adc5bdd7e8bd7bf793ce647cb08656cdf4 \
+    --hash=sha256:ee17f18d2498f2673e432faaa71698032b0127ebf23ae5974eeaf806c279df24 \
+    --hash=sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207 \
+    --hash=sha256:f10207adf04d08bec185bae14d9606a1444715bc99180f9331c9c02093e1959e \
+    --hash=sha256:f1d2f90aeec838a52f1c1a32fe9a619fefd5e411721a9117fbf82aea638fe8a1 \
+    --hash=sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d \
+    --hash=sha256:f7ee0e597f495cf415bcbd3da3caa3bd7e816b74d0d52b8145954c5e6fd3ff37 \
+    --hash=sha256:f93243fdc5657247533273ac4f86ae106cc6445a0efacb9a1bfe982fcfefd90c \
+    --hash=sha256:f95393b4d66bfae908c3ca8d169d5f79cd65636ae15b5e7a4f6e67af675adb0e \
+    --hash=sha256:fc38cba02d1acba4e2869eef1a57a43dfbd3d49a59bf90dda7444ec2be6a5570 \
+    --hash=sha256:fd0858c20f078a32cf55f7e81473d96dcf3b93fd2ccdb3d40fdf54b8573df3af \
+    --hash=sha256:fd138803047fb4c062b1c1dd95462f5209456bfab55c734458f15d11da288f8f \
+    --hash=sha256:fd2dbc472da1f772a4dae4fa24be938a6c544671a912e30529984dd80400cd88 \
+    --hash=sha256:fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48 \
+    --hash=sha256:fe49d0a85038f36ba9e3ffafa1103e61170b28e95b16622e11be0a0ea07c6781
+    # via
+    #   aiohttp
+    #   yarl
+protobuf==6.33.1 \
+    --hash=sha256:023af8449482fa884d88b4563d85e83accab54138ae098924a985bcbb734a213 \
+    --hash=sha256:0f4cf01222c0d959c2b399142deb526de420be8236f22c71356e2a544e153c53 \
+    --hash=sha256:8fd7d5e0eb08cd5b87fd3df49bc193f5cfd778701f47e11d127d0afc6c39f1d1 \
+    --hash=sha256:923aa6d27a92bf44394f6abf7ea0500f38769d4b07f4be41cb52bd8b1123b9ed \
+    --hash=sha256:97f65757e8d09870de6fd973aeddb92f85435607235d20b2dfed93405d00c85b \
+    --hash=sha256:d595a9fd694fdeb061a62fbe10eb039cc1e444df81ec9bb70c7fc59ebcb1eafa \
+    --hash=sha256:df051de4fd7e5e4371334e234c62ba43763f15ab605579e04c7008c05735cd82 \
+    --hash=sha256:f8adba2e44cde2d7618996b3fc02341f03f5bc3f2748be72dc7b063319276178 \
+    --hash=sha256:f8d3fdbc966aaab1d05046d0240dd94d40f2a8c62856d41eaa141ff64a79de6b \
+    --hash=sha256:fe34575f2bdde76ac429ec7b570235bf0c788883e70aee90068e9981806f2490
+    # via
+    #   googleapis-common-protos
+    #   opentelemetry-proto
+psutil==7.1.3 \
+    --hash=sha256:0005da714eee687b4b8decd3d6cc7c6db36215c9e74e5ad2264b90c3df7d92dc \
+    --hash=sha256:1068c303be3a72f8e18e412c5b2a8f6d31750fb152f9cb106b54090296c9d251 \
+    --hash=sha256:18349c5c24b06ac5612c0428ec2a0331c26443d259e2a0144a9b24b4395b58fa \
+    --hash=sha256:19644c85dcb987e35eeeaefdc3915d059dac7bd1167cdcdbf27e0ce2df0c08c0 \
+    --hash=sha256:2bdbcd0e58ca14996a42adf3621a6244f1bb2e2e528886959c72cf1e326677ab \
+    --hash=sha256:31d77fcedb7529f27bb3a0472bea9334349f9a04160e8e6e5020f22c59893264 \
+    --hash=sha256:3792983e23b69843aea49c8f5b8f115572c5ab64c153bada5270086a2123c7e7 \
+    --hash=sha256:3bb428f9f05c1225a558f53e30ccbad9930b11c3fc206836242de1091d3e7dd3 \
+    --hash=sha256:56d974e02ca2c8eb4812c3f76c30e28836fffc311d55d979f1465c1feeb2b68b \
+    --hash=sha256:6c86281738d77335af7aec228328e944b30930899ea760ecf33a4dba66be5e74 \
+    --hash=sha256:8f33a3702e167783a9213db10ad29650ebf383946e91bc77f28a5eb083496bc9 \
+    --hash=sha256:95ef04cf2e5ba0ab9eaafc4a11eaae91b44f4ef5541acd2ee91d9108d00d59a7 \
+    --hash=sha256:ad81425efc5e75da3f39b3e636293360ad8d0b49bed7df824c79764fb4ba9b8b \
+    --hash=sha256:b403da1df4d6d43973dc004d19cee3b848e998ae3154cc8097d139b77156c353 \
+    --hash=sha256:bc31fa00f1fbc3c3802141eede66f3a2d51d89716a194bf2cd6fc68310a19880 \
+    --hash=sha256:bd0d69cee829226a761e92f28140bec9a5ee9d5b4fb4b0cc589068dbfff559b1 \
+    --hash=sha256:c525ffa774fe4496282fb0b1187725793de3e7c6b29e41562733cae9ada151ee \
+    --hash=sha256:f39c2c19fe824b47484b96f9692932248a54c43799a84282cfe58d05a6449efd \
+    --hash=sha256:fac9cd332c67f4422504297889da5ab7e05fd11e3c4392140f7370f4208ded1f
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   accelerate
+    #   peft
+psycopg2-binary==2.9.11 \
+    --hash=sha256:00ce1830d971f43b667abe4a56e42c1e2d594b32da4802e44a73bacacb25535f \
+    --hash=sha256:04195548662fa544626c8ea0f06561eb6203f1984ba5b4562764fbeb4c3d14b1 \
+    --hash=sha256:0da4de5c1ac69d94ed4364b6cbe7190c1a70d325f112ba783d83f8440285f152 \
+    --hash=sha256:0e8480afd62362d0a6a27dd09e4ca2def6fa50ed3a4e7c09165266106b2ffa10 \
+    --hash=sha256:20e7fb94e20b03dcc783f76c0865f9da39559dcc0c28dd1a3fce0d01902a6b9c \
+    --hash=sha256:2c226ef95eb2250974bf6fa7a842082b31f68385c4f3268370e3f3870e7859ee \
+    --hash=sha256:2d11098a83cca92deaeaed3d58cfd150d49b3b06ee0d0852be466bf87596899e \
+    --hash=sha256:2e164359396576a3cc701ba8af4751ae68a07235d7a380c631184a611220d9a4 \
+    --hash=sha256:304fd7b7f97eef30e91b8f7e720b3db75fee010b520e434ea35ed1ff22501d03 \
+    --hash=sha256:31b32c457a6025e74d233957cc9736742ac5a6cb196c6b68499f6bb51390bd6a \
+    --hash=sha256:32770a4d666fbdafab017086655bcddab791d7cb260a16679cc5a7338b64343b \
+    --hash=sha256:366df99e710a2acd90efed3764bb1e28df6c675d33a7fb40df9b7281694432ee \
+    --hash=sha256:37d8412565a7267f7d79e29ab66876e55cb5e8e7b3bbf94f8206f6795f8f7e7e \
+    --hash=sha256:4012c9c954dfaccd28f94e84ab9f94e12df76b4afb22331b1f0d3154893a6316 \
+    --hash=sha256:41360b01c140c2a03d346cec3280cf8a71aa07d94f3b1509fa0161c366af66b4 \
+    --hash=sha256:44fc5c2b8fa871ce7f0023f619f1349a0aa03a0857f2c96fbc01c657dcbbdb49 \
+    --hash=sha256:47f212c1d3be608a12937cc131bd85502954398aaa1320cb4c14421a0ffccf4c \
+    --hash=sha256:4bdab48575b6f870f465b397c38f1b415520e9879fdf10a53ee4f49dcbdf8a21 \
+    --hash=sha256:4dca1f356a67ecb68c81a7bc7809f1569ad9e152ce7fd02c2f2036862ca9f66b \
+    --hash=sha256:5c6ff3335ce08c75afaed19e08699e8aacf95d4a260b495a4a8545244fe2ceb3 \
+    --hash=sha256:5f3f2732cf504a1aa9e9609d02f79bea1067d99edf844ab92c247bbca143303b \
+    --hash=sha256:62b6d93d7c0b61a1dd6197d208ab613eb7dcfdcca0a49c42ceb082257991de9d \
+    --hash=sha256:691c807d94aecfbc76a14e1408847d59ff5b5906a04a23e12a89007672b9e819 \
+    --hash=sha256:763c93ef1df3da6d1a90f86ea7f3f806dc06b21c198fa87c3c25504abec9404a \
+    --hash=sha256:84011ba3109e06ac412f95399b704d3d6950e386b7994475b231cf61eec2fc1f \
+    --hash=sha256:865f9945ed1b3950d968ec4690ce68c55019d79e4497366d36e090327ce7db14 \
+    --hash=sha256:875039274f8a2361e5207857899706da840768e2a775bf8c65e82f60b197df02 \
+    --hash=sha256:8b81627b691f29c4c30a8f322546ad039c40c328373b11dff7490a3e1b517855 \
+    --hash=sha256:8c55b385daa2f92cb64b12ec4536c66954ac53654c7f15a203578da4e78105c0 \
+    --hash=sha256:91537a8df2bde69b1c1db01d6d944c831ca793952e4f57892600e96cee95f2cd \
+    --hash=sha256:92e3b669236327083a2e33ccfa0d320dd01b9803b3e14dd986a4fc54aa00f4e1 \
+    --hash=sha256:9b52a3f9bb540a3e4ec0f6ba6d31339727b2950c9772850d6545b7eae0b9d7c5 \
+    --hash=sha256:9bd81e64e8de111237737b29d68039b9c813bdf520156af36d26819c9a979e5f \
+    --hash=sha256:9c55460033867b4622cda1b6872edf445809535144152e5d14941ef591980edf \
+    --hash=sha256:9d3a9edcfbe77a3ed4bc72836d466dfce4174beb79eda79ea155cc77237ed9e8 \
+    --hash=sha256:a1cf393f1cdaf6a9b57c0a719a1068ba1069f022a59b8b1fe44b006745b59757 \
+    --hash=sha256:a28d8c01a7b27a1e3265b11250ba7557e5f72b5ee9e5f3a2fa8d2949c29bf5d2 \
+    --hash=sha256:a311f1edc9967723d3511ea7d2708e2c3592e3405677bf53d5c7246753591fbb \
+    --hash=sha256:a6c0e4262e089516603a09474ee13eabf09cb65c332277e39af68f6233911087 \
+    --hash=sha256:ab8905b5dcb05bf3fb22e0cf90e10f469563486ffb6a96569e51f897c750a76a \
+    --hash=sha256:b31e90fdd0f968c2de3b26ab014314fe814225b6c324f770952f7d38abf17e3c \
+    --hash=sha256:b33fabeb1fde21180479b2d4667e994de7bbf0eec22832ba5d9b5e4cf65b6c6d \
+    --hash=sha256:b637d6d941209e8d96a072d7977238eea128046effbf37d1d8b2c0764750017d \
+    --hash=sha256:b6aed9e096bf63f9e75edf2581aa9a7e7186d97ab5c177aa6c87797cd591236c \
+    --hash=sha256:b8fb3db325435d34235b044b199e56cdf9ff41223a4b9752e8576465170bb38c \
+    --hash=sha256:ba34475ceb08cccbdd98f6b46916917ae6eeb92b5ae111df10b544c3a4621dc4 \
+    --hash=sha256:be9b840ac0525a283a96b556616f5b4820e0526addb8dcf6525a0fa162730be4 \
+    --hash=sha256:bf940cd7e7fec19181fdbc29d76911741153d51cab52e5c21165f3262125685e \
+    --hash=sha256:c0377174bf1dd416993d16edc15357f6eb17ac998244cca19bc67cdc0e2e5766 \
+    --hash=sha256:c3cb3a676873d7506825221045bd70e0427c905b9c8ee8d6acd70cfcbd6e576d \
+    --hash=sha256:c47676e5b485393f069b4d7a811267d3168ce46f988fa602658b8bb901e9e64d \
+    --hash=sha256:c665f01ec8ab273a61c62beeb8cce3014c214429ced8a308ca1fc410ecac3a39 \
+    --hash=sha256:cffe9d7697ae7456649617e8bb8d7a45afb71cd13f7ab22af3e5c61f04840908 \
+    --hash=sha256:d526864e0f67f74937a8fce859bd56c979f5e2ec57ca7c627f5f1071ef7fee60 \
+    --hash=sha256:d57c9c387660b8893093459738b6abddbb30a7eab058b77b0d0d1c7d521ddfd7 \
+    --hash=sha256:d6fe6b47d0b42ce1c9f1fa3e35bb365011ca22e39db37074458f27921dca40f2 \
+    --hash=sha256:db4fd476874ccfdbb630a54426964959e58da4c61c9feba73e6094d51303d7d8 \
+    --hash=sha256:e0deeb03da539fa3577fcb0b3f2554a97f7e5477c246098dbb18091a4a01c16f \
+    --hash=sha256:e35b7abae2b0adab776add56111df1735ccc71406e56203515e228a8dc07089f \
+    --hash=sha256:ebb415404821b6d1c47353ebe9c8645967a5235e6d88f914147e7fd411419e6f \
+    --hash=sha256:edcb3aeb11cb4bf13a2af3c53a15b3d612edeb6409047ea0b5d6a21a9d744b34 \
+    --hash=sha256:ef7a6beb4beaa62f88592ccc65df20328029d721db309cb3250b0aae0fa146c3 \
+    --hash=sha256:efff12b432179443f54e230fdf60de1f6cc726b6c832db8701227d089310e8aa \
+    --hash=sha256:f07c9c4a5093258a03b28fab9b4f151aa376989e7f35f855088234e656ee6a94 \
+    --hash=sha256:f090b7ddd13ca842ebfe301cd587a76a4cf0913b1e429eb92c1be5dbeb1a19bc \
+    --hash=sha256:fa0f693d3c68ae925966f0b14b8edda71696608039f4ed61b1fe9ffa468d16db \
+    --hash=sha256:fcf21be3ce5f5659daefd2b3b3b6e4727b028221ddc94e6c1523425579664747
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+pyaml==25.7.0 \
+    --hash=sha256:ce5d7867cc2b455efdb9b0448324ff7b9f74d99f64650f12ca570102db6b985f \
+    --hash=sha256:e113a64ec16881bf2b092e2beb84b7dcf1bd98096ad17f5f14e8fb782a75d99b
+    # via llama-stack-client
+pyarrow==22.0.0 \
+    --hash=sha256:001ea83a58024818826a9e3f89bf9310a114f7e26dfe404a4c32686f97bd7901 \
+    --hash=sha256:00626d9dc0f5ef3a75fe63fd68b9c7c8302d2b5bbc7f74ecaedba83447a24f84 \
+    --hash=sha256:0c34fe18094686194f204a3b1787a27456897d8a2d62caf84b61e8dfbc0252ae \
+    --hash=sha256:12fe549c9b10ac98c91cf791d2945e878875d95508e1a5d14091a7aaa66d9cf8 \
+    --hash=sha256:1a812a5b727bc09c3d7ea072c4eebf657c2f7066155506ba31ebf4792f88f016 \
+    --hash=sha256:252be4a05f9d9185bb8c18e83764ebcfea7185076c07a7a662253af3a8c07941 \
+    --hash=sha256:334f900ff08ce0423407af97e6c26ad5d4e3b0763645559ece6fbf3747d6a8f5 \
+    --hash=sha256:35ad0f0378c9359b3f297299c3309778bb03b8612f987399a0333a560b43862d \
+    --hash=sha256:3d600dc583260d845c7d8a6db540339dd883081925da2bd1c5cb808f720b3cd9 \
+    --hash=sha256:3e294c5eadfb93d78b0763e859a0c16d4051fc1c5231ae8956d61cb0b5666f5a \
+    --hash=sha256:3e739edd001b04f654b166204fc7a9de896cf6007eaff33409ee9e50ceaff754 \
+    --hash=sha256:44729980b6c50a5f2bfcc2668d36c569ce17f8b17bccaf470c4313dcbbf13c9d \
+    --hash=sha256:44d2d26cda26d18f7af7db71453b7b783788322d756e81730acb98f24eb90ace \
+    --hash=sha256:4c19236ae2402a8663a2c8f21f1870a03cc57f0bef7e4b6eb3238cc82944de80 \
+    --hash=sha256:69763ab2445f632d90b504a815a2a033f74332997052b721002298ed6de40f2e \
+    --hash=sha256:6dda1ddac033d27421c20d7a7943eec60be44e0db4e079f33cc5af3b8280ccde \
+    --hash=sha256:6f9762274496c244d951c819348afbcf212714902742225f649cf02823a6a10f \
+    --hash=sha256:710624ab925dc2b05a6229d47f6f0dac1c1155e6ed559be7109f684eba048a48 \
+    --hash=sha256:7388ac685cab5b279a41dfe0a6ccd99e4dbf322edfb63e02fc0443bf24134e91 \
+    --hash=sha256:77718810bd3066158db1e95a63c160ad7ce08c6b0710bc656055033e39cdad88 \
+    --hash=sha256:7a820d8ae11facf32585507c11f04e3f38343c1e784c9b5a8b1da5c930547fe2 \
+    --hash=sha256:8382ad21458075c2e66a82a29d650f963ce51c7708c7c0ff313a8c206c4fd5e8 \
+    --hash=sha256:84378110dd9a6c06323b41b56e129c504d157d1a983ce8f5443761eb5256bafc \
+    --hash=sha256:854794239111d2b88b40b6ef92aa478024d1e5074f364033e73e21e3f76b25e0 \
+    --hash=sha256:92843c305330aa94a36e706c16209cd4df274693e777ca47112617db7d0ef3d7 \
+    --hash=sha256:9bddc2cade6561f6820d4cd73f99a0243532ad506bc510a75a5a65a522b2d74d \
+    --hash=sha256:a4893d31e5ef780b6edcaf63122df0f8d321088bb0dee4c8c06eccb1ca28d145 \
+    --hash=sha256:a9d9ffdc2ab696f6b15b4d1f7cec6658e1d788124418cb30030afbae31c64746 \
+    --hash=sha256:ac93252226cf288753d8b46280f4edf3433bf9508b6977f8dd8526b521a1bbb9 \
+    --hash=sha256:b41f37cabfe2463232684de44bad753d6be08a7a072f6a83447eeaf0e4d2a215 \
+    --hash=sha256:b883fe6fd85adad7932b3271c38ac289c65b7337c2c132e9569f9d3940620730 \
+    --hash=sha256:b9d71701ce97c95480fecb0039ec5bb889e75f110da72005743451339262f4ce \
+    --hash=sha256:ba95112d15fd4f1105fb2402c4eab9068f0554435e9b7085924bcfaac2cc306f \
+    --hash=sha256:bba208d9c7decf9961998edf5c65e3ea4355d5818dd6cd0f6809bec1afb951cc \
+    --hash=sha256:bd0d42297ace400d8febe55f13fdf46e86754842b860c978dfec16f081e5c653 \
+    --hash=sha256:bea79263d55c24a32b0d79c00a1c58bb2ee5f0757ed95656b01c0fb310c5af3d \
+    --hash=sha256:c064e28361c05d72eed8e744c9605cbd6d2bb7481a511c74071fd9b24bc65d7d \
+    --hash=sha256:c3200cb41cdbc65156e5f8c908d739b0dfed57e890329413da2748d1a2cd1a4e \
+    --hash=sha256:c6c791b09c57ed76a18b03f2631753a4960eefbbca80f846da8baefc6491fcfe \
+    --hash=sha256:c6ec3675d98915bf1ec8b3c7986422682f7232ea76cad276f4c8abd5b7319b70 \
+    --hash=sha256:ce20fe000754f477c8a9125543f1936ea5b8867c5406757c224d745ed033e691 \
+    --hash=sha256:cedb9dd9358e4ea1d9bce3665ce0797f6adf97ff142c8e25b46ba9cdd508e9b6 \
+    --hash=sha256:e0a15757fccb38c410947df156f9749ae4a3c89b2393741a50521f39a8cf202a \
+    --hash=sha256:e6e95176209257803a8b3d0394f21604e796dadb643d2f7ca21b66c9c0b30c9a \
+    --hash=sha256:e70ff90c64419709d38c8932ea9fe1cc98415c4f87ea8da81719e43f02534bc9 \
+    --hash=sha256:ec1a15968a9d80da01e1d30349b2b0d7cc91e96588ee324ce1b5228175043e95 \
+    --hash=sha256:ec5d40dd494882704fb876c16fa7261a69791e784ae34e6b5992e977bd2e238c \
+    --hash=sha256:f633074f36dbc33d5c05b5dc75371e5660f1dbf9c8b1d95669def05e5425989c \
+    --hash=sha256:f7fe3dbe871294ba70d789be16b6e7e52b418311e166e0e3cba9522f0f437fb1 \
+    --hash=sha256:f963ba8c3b0199f9d6b794c90ec77545e05eadc83973897a4523c9e8d84e9340
+    # via datasets
+pyasn1==0.6.1 \
+    --hash=sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629 \
+    --hash=sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034
+    # via
+    #   pyasn1-modules
+    #   python-jose
+    #   rsa
+pyasn1-modules==0.4.2 \
+    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
+    --hash=sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6
+    # via google-auth
+pycparser==2.23 \
+    --hash=sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2 \
+    --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
+    # via cffi
+pycryptodomex==3.23.0 \
+    --hash=sha256:02d87b80778c171445d67e23d1caef279bf4b25c3597050ccd2e13970b57fd51 \
+    --hash=sha256:06698f957fe1ab229a99ba2defeeae1c09af185baa909a31a5d1f9d42b1aaed6 \
+    --hash=sha256:14c37aaece158d0ace436f76a7bb19093db3b4deade9797abfc39ec6cd6cc2fe \
+    --hash=sha256:189afbc87f0b9f158386bf051f720e20fa6145975f1e76369303d0f31d1a8d7c \
+    --hash=sha256:1c3a65ad441746b250d781910d26b7ed0a396733c6f2dbc3327bd7051ec8a541 \
+    --hash=sha256:1c6d919fc8429e5cb228ba8c0d4d03d202a560b421c14867a65f6042990adc8e \
+    --hash=sha256:267a3038f87a8565bd834317dbf053a02055915acf353bf42ededb9edaf72010 \
+    --hash=sha256:27e13c80ac9a0a1d050ef0a7e0a18cc04c8850101ec891815b6c5a0375e8a245 \
+    --hash=sha256:43c446e2ba8df8889e0e16f02211c25b4934898384c1ec1ec04d7889c0333587 \
+    --hash=sha256:47f6d318fe864d02d5e59a20a18834819596c4ed1d3c917801b22b92b3ffa648 \
+    --hash=sha256:4e79f1aaff5a3a374e92eb462fa9e598585452135012e2945f96874ca6eeb1ff \
+    --hash=sha256:4f2596e643d4365e14d0879dc5aafe6355616c61c2176009270f3048f6d9a61f \
+    --hash=sha256:52e5ca58c3a0b0bd5e100a9fbc8015059b05cffc6c66ce9d98b4b45e023443b9 \
+    --hash=sha256:55ccbe27f049743a4caf4f4221b166560d3438d0b1e5ab929e07ae1702a4d6fd \
+    --hash=sha256:58b851b9effd0d072d4ca2e4542bf2a4abcf13c82a29fd2c93ce27ee2a2e9462 \
+    --hash=sha256:6b8962204c47464d5c1c4038abeadd4514a133b28748bcd9fa5b6d62e3cec6fa \
+    --hash=sha256:6bbcb1dd0f646484939e142462d9e532482bc74475cecf9c4903d4e1cd21f003 \
+    --hash=sha256:71909758f010c82bc99b0abf4ea12012c98962fbf0583c2164f8b84533c2e4da \
+    --hash=sha256:7b37e08e3871efe2187bc1fd9320cc81d87caf19816c648f24443483005ff886 \
+    --hash=sha256:7de1e40a41a5d7f1ac42b6569b10bcdded34339950945948529067d8426d2785 \
+    --hash=sha256:8a4fcd42ccb04c31268d1efeecfccfd1249612b4de6374205376b8f280321744 \
+    --hash=sha256:91979028227543010d7b2ba2471cf1d1e398b3f183cb105ac584df0c36dac28d \
+    --hash=sha256:a33986a0066860f7fcf7c7bd2bc804fa90e434183645595ae7b33d01f3c91ed8 \
+    --hash=sha256:a9d446e844f08299236780f2efa9898c818fe7e02f17263866b8550c7d5fb328 \
+    --hash=sha256:add243d204e125f189819db65eed55e6b4713f70a7e9576c043178656529cec7 \
+    --hash=sha256:b2c2537863eccef2d41061e82a881dcabb04944c5c06c5aa7110b577cc487545 \
+    --hash=sha256:bc65bdd9fc8de7a35a74cab1c898cab391a4add33a8fe740bda00f5976ca4708 \
+    --hash=sha256:bdc69d0d3d989a1029df0eed67cc5e8e5d968f3724f4519bd03e0ec68df7543c \
+    --hash=sha256:bffc92138d75664b6d543984db7893a628559b9e78658563b0395e2a5fb47ed9 \
+    --hash=sha256:c25e30a20e1b426e1f0fa00131c516f16e474204eee1139d1603e132acffc314 \
+    --hash=sha256:c7947ab8d589e3178da3d7cdeabe14f841b391e17046954f2fbcd941705762b5 \
+    --hash=sha256:c84b239a1f4ec62e9c789aafe0543f0594f0acd90c8d9e15bcece3efe55eca66 \
+    --hash=sha256:c885da45e70139464f082018ac527fdaad26f1657a99ee13eecdce0f0ca24ab4 \
+    --hash=sha256:d9825410197a97685d6a1fa2a86196430b01877d64458a20e95d4fd00d739a08 \
+    --hash=sha256:da4fa650cef02db88c2b98acc5434461e027dce0ae8c22dd5a69013eaf510006 \
+    --hash=sha256:df027262368334552db2c0ce39706b3fb32022d1dce34673d0f9422df004b96a \
+    --hash=sha256:ebfff755c360d674306e5891c564a274a47953562b42fb74a5c25b8fc1fb1cb5 \
+    --hash=sha256:eca54f4bb349d45afc17e3011ed4264ef1cc9e266699874cdd1349c504e64798 \
+    --hash=sha256:f489c4765093fb60e2edafdf223397bc716491b2b69fe74367b70d6999257a5c \
+    --hash=sha256:fdfac7cda115bca3a5abb2f9e43bc2fb66c2b65ab074913643803ca7083a79ea \
+    --hash=sha256:febec69c0291efd056c65691b6d9a339f8b4bc43c6635b8699471248fe897fea
+    # via blobfile
+pydantic==2.12.4 \
+    --hash=sha256:0f8cb9555000a4b5b617f66bfd2566264c4984b27589d3b845685983e8ea85ac \
+    --hash=sha256:92d3d202a745d46f9be6df459ac5a064fdaa3c1c4cd8adcfa332ccf3c05f871e
+    # via
+    #   fastapi
+    #   litellm
+    #   llama-stack
+    #   llama-stack-client
+    #   mcp
+    #   openai
+    #   pydantic-settings
+pydantic-core==2.41.5 \
+    --hash=sha256:0177272f88ab8312479336e1d777f6b124537d47f2123f89cb37e0accea97f90 \
+    --hash=sha256:01a3d0ab748ee531f4ea6c3e48ad9dac84ddba4b0d82291f87248f2f9de8d740 \
+    --hash=sha256:0384e2e1021894b1ff5a786dbf94771e2986ebe2869533874d7e43bc79c6f504 \
+    --hash=sha256:03b77d184b9eb40240ae9fd676ca364ce1085f203e1b1256f8ab9984dca80a84 \
+    --hash=sha256:03ca43e12fab6023fc79d28ca6b39b05f794ad08ec2feccc59a339b02f2b3d33 \
+    --hash=sha256:05a2c8852530ad2812cb7914dc61a1125dc4e06252ee98e5638a12da6cc6fb6c \
+    --hash=sha256:070259a8818988b9a84a449a2a7337c7f430a22acc0859c6b110aa7212a6d9c0 \
+    --hash=sha256:08daa51ea16ad373ffd5e7606252cc32f07bc72b28284b6bc9c6df804816476e \
+    --hash=sha256:0cbaad15cb0c90aa221d43c00e77bb33c93e8d36e0bf74760cd00e732d10a6a0 \
+    --hash=sha256:100baa204bb412b74fe285fb0f3a385256dad1d1879f0a5cb1499ed2e83d132a \
+    --hash=sha256:112e305c3314f40c93998e567879e887a3160bb8689ef3d2c04b6cc62c33ac34 \
+    --hash=sha256:16f80f7abe3351f8ea6858914ddc8c77e02578544a0ebc15b4c2e1a0e813b0b2 \
+    --hash=sha256:1746d4a3d9a794cacae06a5eaaccb4b8643a131d45fbc9af23e353dc0a5ba5c3 \
+    --hash=sha256:1962293292865bca8e54702b08a4f26da73adc83dd1fcf26fbc875b35d81c815 \
+    --hash=sha256:1d1d9764366c73f996edd17abb6d9d7649a7eb690006ab6adbda117717099b14 \
+    --hash=sha256:1f8d33a7f4d5a7889e60dc39856d76d09333d8a6ed0f5f1190635cbec70ec4ba \
+    --hash=sha256:22f0fb8c1c583a3b6f24df2470833b40207e907b90c928cc8d3594b76f874375 \
+    --hash=sha256:239edca560d05757817c13dc17c50766136d21f7cd0fac50295499ae24f90fdf \
+    --hash=sha256:242a206cd0318f95cd21bdacff3fcc3aab23e79bba5cac3db5a841c9ef9c6963 \
+    --hash=sha256:25e1c2af0fce638d5f1988b686f3b3ea8cd7de5f244ca147c777769e798a9cd1 \
+    --hash=sha256:266fb4cbf5e3cbd0b53669a6d1b039c45e3ce651fd5442eff4d07c2cc8d66808 \
+    --hash=sha256:2782c870e99878c634505236d81e5443092fba820f0373997ff75f90f68cd553 \
+    --hash=sha256:287dad91cfb551c363dc62899a80e9e14da1f0e2b6ebde82c806612ca2a13ef1 \
+    --hash=sha256:29452c56df2ed968d18d7e21f4ab0ac55e71dc59524872f6fc57dcf4a3249ed2 \
+    --hash=sha256:299e0a22e7ae2b85c1a57f104538b2656e8ab1873511fd718a1c1c6f149b77b5 \
+    --hash=sha256:2a5e06546e19f24c6a96a129142a75cee553cc018ffee48a460059b1185f4470 \
+    --hash=sha256:2b761d210c9ea91feda40d25b4efe82a1707da2ef62901466a42492c028553a2 \
+    --hash=sha256:2c010c6ded393148374c0f6f0bf89d206bf3217f201faa0635dcd56bd1520f6b \
+    --hash=sha256:2ff4321e56e879ee8d2a879501c8e469414d948f4aba74a2d4593184eb326660 \
+    --hash=sha256:3006c3dd9ba34b0c094c544c6006cc79e87d8612999f1a5d43b769b89181f23c \
+    --hash=sha256:33cb885e759a705b426baada1fe68cbb0a2e68e34c5d0d0289a364cf01709093 \
+    --hash=sha256:346285d28e4c8017da95144c7f3acd42740d637ff41946af5ce6e5e420502dd5 \
+    --hash=sha256:34a64bc3441dc1213096a20fe27e8e128bd3ff89921706e83c0b1ac971276594 \
+    --hash=sha256:35b44f37a3199f771c3eaa53051bc8a70cd7b54f333531c59e29fd4db5d15008 \
+    --hash=sha256:378bec5c66998815d224c9ca994f1e14c0c21cb95d2f52b6021cc0b2a58f2a5a \
+    --hash=sha256:3f37a19d7ebcdd20b96485056ba9e8b304e27d9904d233d7b1015db320e51f0a \
+    --hash=sha256:3f84d5c1b4ab906093bdc1ff10484838aca54ef08de4afa9de0f5f14d69639cd \
+    --hash=sha256:4009935984bd36bd2c774e13f9a09563ce8de4abaa7226f5108262fa3e637284 \
+    --hash=sha256:406bf18d345822d6c21366031003612b9c77b3e29ffdb0f612367352aab7d586 \
+    --hash=sha256:4819fa52133c9aa3c387b3328f25c1facc356491e6135b459f1de698ff64d869 \
+    --hash=sha256:482c982f814460eabe1d3bb0adfdc583387bd4691ef00b90575ca0d2b6fe2294 \
+    --hash=sha256:4bc36bbc0b7584de96561184ad7f012478987882ebf9f9c389b23f432ea3d90f \
+    --hash=sha256:506d766a8727beef16b7adaeb8ee6217c64fc813646b424d0804d67c16eddb66 \
+    --hash=sha256:56121965f7a4dc965bff783d70b907ddf3d57f6eba29b6d2e5dabfaf07799c51 \
+    --hash=sha256:58133647260ea01e4d0500089a8c4f07bd7aa6ce109682b1426394988d8aaacc \
+    --hash=sha256:5921a4d3ca3aee735d9fd163808f5e8dd6c6972101e4adbda9a4667908849b97 \
+    --hash=sha256:5a4e67afbc95fa5c34cf27d9089bca7fcab4e51e57278d710320a70b956d1b9a \
+    --hash=sha256:5cb1b2f9742240e4bb26b652a5aeb840aa4b417c7748b6f8387927bc6e45e40d \
+    --hash=sha256:62de39db01b8d593e45871af2af9e497295db8d73b085f6bfd0b18c83c70a8f9 \
+    --hash=sha256:634e8609e89ceecea15e2d61bc9ac3718caaaa71963717bf3c8f38bfde64242c \
+    --hash=sha256:63510af5e38f8955b8ee5687740d6ebf7c2a0886d15a6d65c32814613681bc07 \
+    --hash=sha256:650ae77860b45cfa6e2cdafc42618ceafab3a2d9a3811fcfbd3bbf8ac3c40d36 \
+    --hash=sha256:6561e94ba9dacc9c61bce40e2d6bdc3bfaa0259d3ff36ace3b1e6901936d2e3e \
+    --hash=sha256:65840751b72fbfd82c3c640cff9284545342a4f1eb1586ad0636955b261b0b05 \
+    --hash=sha256:6cb58b9c66f7e4179a2d5e0f849c48eff5c1fca560994d6eb6543abf955a149e \
+    --hash=sha256:6f52298fbd394f9ed112d56f3d11aabd0d5bd27beb3084cc3d8ad069483b8941 \
+    --hash=sha256:707625ef0983fcfb461acfaf14de2067c5942c6bb0f3b4c99158bed6fedd3cf3 \
+    --hash=sha256:72f6c8b11857a856bcfa48c86f5368439f74453563f951e473514579d44aa612 \
+    --hash=sha256:753e230374206729bf0a807954bcc6c150d3743928a73faffee51ac6557a03c3 \
+    --hash=sha256:76d0819de158cd855d1cbb8fcafdf6f5cf1eb8e470abe056d5d161106e38062b \
+    --hash=sha256:76ee27c6e9c7f16f47db7a94157112a2f3a00e958bc626e2f4ee8bec5c328fbe \
+    --hash=sha256:77b63866ca88d804225eaa4af3e664c5faf3568cea95360d21f4725ab6e07146 \
+    --hash=sha256:79ec52ec461e99e13791ec6508c722742ad745571f234ea6255bed38c6480f11 \
+    --hash=sha256:7b93a4d08587e2b7e7882de461e82b6ed76d9026ce91ca7915e740ecc7855f60 \
+    --hash=sha256:7da7087d756b19037bc2c06edc6c170eeef3c3bafcb8f532ff17d64dc427adfd \
+    --hash=sha256:7f3bf998340c6d4b0c9a2f02d6a400e51f123b59565d74dc60d252ce888c260b \
+    --hash=sha256:80aa89cad80b32a912a65332f64a4450ed00966111b6615ca6816153d3585a8c \
+    --hash=sha256:8566def80554c3faa0e65ac30ab0932b9e3a5cd7f8323764303d468e5c37595a \
+    --hash=sha256:873e0d5b4fb9b89ef7c2d2a963ea7d02879d9da0da8d9d4933dee8ee86a8b460 \
+    --hash=sha256:88942d3a3dff3afc8288c21e565e476fc278902ae4d6d134f1eeda118cc830b1 \
+    --hash=sha256:8bfeaf8735be79f225f3fefab7f941c712aaca36f1128c9d7e2352ee1aa87bdf \
+    --hash=sha256:8e7c86f27c585ef37c35e56a96363ab8de4e549a95512445b85c96d3e2f7c1bf \
+    --hash=sha256:915c3d10f81bec3a74fbd4faebe8391013ba61e5a1a8d48c4455b923bdda7858 \
+    --hash=sha256:93e8740d7503eb008aa2df04d3b9735f845d43ae845e6dcd2be0b55a2da43cd2 \
+    --hash=sha256:941103c9be18ac8daf7b7adca8228f8ed6bb7a1849020f643b3a14d15b1924d9 \
+    --hash=sha256:97aeba56665b4c3235a0e52b2c2f5ae9cd071b8a8310ad27bddb3f7fb30e9aa2 \
+    --hash=sha256:a39455728aabd58ceabb03c90e12f71fd30fa69615760a075b9fec596456ccc3 \
+    --hash=sha256:a3a52f6156e73e7ccb0f8cced536adccb7042be67cb45f9562e12b319c119da6 \
+    --hash=sha256:a668ce24de96165bb239160b3d854943128f4334822900534f2fe947930e5770 \
+    --hash=sha256:a75dafbf87d6276ddc5b2bf6fae5254e3d0876b626eb24969a574fff9149ee5d \
+    --hash=sha256:aabf5777b5c8ca26f7824cb4a120a740c9588ed58df9b2d196ce92fba42ff8dc \
+    --hash=sha256:aec5cf2fd867b4ff45b9959f8b20ea3993fc93e63c7363fe6851424c8a7e7c23 \
+    --hash=sha256:b2379fa7ed44ddecb5bfe4e48577d752db9fc10be00a6b7446e9663ba143de26 \
+    --hash=sha256:b4ececa40ac28afa90871c2cc2b9ffd2ff0bf749380fbdf57d165fd23da353aa \
+    --hash=sha256:b5819cd790dbf0c5eb9f82c73c16b39a65dd6dd4d1439dcdea7816ec9adddab8 \
+    --hash=sha256:b74557b16e390ec12dca509bce9264c3bbd128f8a2c376eaa68003d7f327276d \
+    --hash=sha256:b80aa5095cd3109962a298ce14110ae16b8c1aece8b72f9dafe81cf597ad80b3 \
+    --hash=sha256:b93590ae81f7010dbe380cdeab6f515902ebcbefe0b9327cc4804d74e93ae69d \
+    --hash=sha256:b96d5f26b05d03cc60f11a7761a5ded1741da411e7fe0909e27a5e6a0cb7b034 \
+    --hash=sha256:bd3d54f38609ff308209bd43acea66061494157703364ae40c951f83ba99a1a9 \
+    --hash=sha256:bfea2a5f0b4d8d43adf9d7b8bf019fb46fdd10a2e5cde477fbcb9d1fa08c68e1 \
+    --hash=sha256:c007fe8a43d43b3969e8469004e9845944f1a80e6acd47c150856bb87f230c56 \
+    --hash=sha256:c1df3d34aced70add6f867a8cf413e299177e0c22660cc767218373d0779487b \
+    --hash=sha256:c23e27686783f60290e36827f9c626e63154b82b116d7fe9adba1fda36da706c \
+    --hash=sha256:c8d8b4eb992936023be7dee581270af5c6e0697a8559895f527f5b7105ecd36a \
+    --hash=sha256:c9e19dd6e28fdcaa5a1de679aec4141f691023916427ef9bae8584f9c2fb3b0e \
+    --hash=sha256:d0d2568a8c11bf8225044aa94409e21da0cb09dcdafe9ecd10250b2baad531a9 \
+    --hash=sha256:d38548150c39b74aeeb0ce8ee1d8e82696f4a4e16ddc6de7b1d8823f7de4b9b5 \
+    --hash=sha256:d3a978c4f57a597908b7e697229d996d77a6d3c94901e9edee593adada95ce1a \
+    --hash=sha256:d5160812ea7a8a2ffbe233d8da666880cad0cbaf5d4de74ae15c313213d62556 \
+    --hash=sha256:dc799088c08fa04e43144b164feb0c13f9a0bc40503f8df3e9fde58a3c0c101e \
+    --hash=sha256:df3959765b553b9440adfd3c795617c352154e497a4eaf3752555cfb5da8fc49 \
+    --hash=sha256:dfa8a0c812ac681395907e71e1274819dec685fec28273a28905df579ef137e2 \
+    --hash=sha256:e25c479382d26a2a41b7ebea1043564a937db462816ea07afa8a44c0866d52f9 \
+    --hash=sha256:e4f4a984405e91527a0d62649ee21138f8e3d0ef103be488c1dc11a80d7f184b \
+    --hash=sha256:e536c98a7626a98feb2d3eaf75944ef6f3dbee447e1f841eae16f2f0a72d8ddc \
+    --hash=sha256:e56ba91f47764cc14f1daacd723e3e82d1a89d783f0f5afe9c364b8bb491ccdb \
+    --hash=sha256:e672ba74fbc2dc8eea59fb6d4aed6845e6905fc2a8afe93175d94a83ba2a01a0 \
+    --hash=sha256:e7b576130c69225432866fe2f4a469a85a54ade141d96fd396dffcf607b558f8 \
+    --hash=sha256:e8465ab91a4bd96d36dde3263f06caa6a8a6019e4113f24dc753d79a8b3a3f82 \
+    --hash=sha256:e96cea19e34778f8d59fe40775a7a574d95816eb150850a85a7a4c8f4b94ac69 \
+    --hash=sha256:ece5c59f0ce7d001e017643d8d24da587ea1f74f6993467d85ae8a5ef9d4f42b \
+    --hash=sha256:eceb81a8d74f9267ef4081e246ffd6d129da5d87e37a77c9bde550cb04870c1c \
+    --hash=sha256:ed2e99c456e3fadd05c991f8f437ef902e00eedf34320ba2b0842bd1c3ca3a75 \
+    --hash=sha256:f0cd744688278965817fd0839c4a4116add48d23890d468bc436f78beb28abf5 \
+    --hash=sha256:f14f8f046c14563f8eb3f45f499cc658ab8d10072961e07225e507adb700e93f \
+    --hash=sha256:f15489ba13d61f670dcc96772e733aad1a6f9c429cc27574c6cdaed82d0146ad \
+    --hash=sha256:f31d95a179f8d64d90f6831d71fa93290893a33148d890ba15de25642c5d075b \
+    --hash=sha256:f41a7489d32336dbf2199c8c0a215390a751c5b014c2c1c5366e817202e9cdf7 \
+    --hash=sha256:f41eb9797986d6ebac5e8edff36d5cef9de40def462311b3eb3eeded1431e425 \
+    --hash=sha256:f547144f2966e1e16ae626d8ce72b4cfa0caedc7fa28052001c94fb2fcaa1c52
+    # via pydantic
+pydantic-settings==2.12.0 \
+    --hash=sha256:005538ef951e3c2a68e1c08b292b5f2e71490def8589d4221b95dab00dafcfd0 \
+    --hash=sha256:fddb9fd99a5b18da837b29710391e945b1e30c135477f484084ee513adb93809
+    # via mcp
+pygments==2.19.2 \
+    --hash=sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887 \
+    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
+    # via rich
+pyjwt==2.10.1 \
+    --hash=sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953 \
+    --hash=sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb
+    # via mcp
+pyparsing==3.2.5 \
+    --hash=sha256:2df8d5b7b2802ef88e8d016a2eb9c7aeaa923529cd251ed0fe4608275d4105b6 \
+    --hash=sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e
+    # via matplotlib
+pythainlp==5.1.2 \
+    --hash=sha256:035f158007c9c6289cb5afe9b254ecd8177b3b3ea9b184ad842e0e96dd32d3d1 \
+    --hash=sha256:73cd6b20c0499d11ae8b056dcb65f909867cc80cdc2520b80d449899657de2b1
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via
+    #   kubernetes
+    #   matplotlib
+    #   pandas
+python-dotenv==1.2.1 \
+    --hash=sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6 \
+    --hash=sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61
+    # via
+    #   litellm
+    #   llama-stack
+    #   pydantic-settings
+python-jose==3.5.0 \
+    --hash=sha256:abd1202f23d34dfad2c3d28cb8617b90acf34132c7afd60abd0b0b7d3cb55771 \
+    --hash=sha256:fb4eaa44dbeb1c26dcc69e4bd7ec54a1cb8dd64d3b4d81ef08d90ff453f2b01b
+    # via llama-stack
+python-multipart==0.0.20 \
+    --hash=sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104 \
+    --hash=sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13
+    # via
+    #   llama-stack
+    #   mcp
+pytz==2025.2 \
+    --hash=sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3 \
+    --hash=sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00
+    # via pandas
+pyyaml==6.0.3 \
+    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
+    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
+    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
+    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
+    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
+    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
+    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
+    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
+    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
+    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
+    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
+    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
+    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
+    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
+    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
+    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
+    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
+    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
+    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
+    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
+    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
+    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
+    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
+    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
+    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
+    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
+    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
+    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
+    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
+    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
+    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
+    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
+    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
+    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
+    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
+    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
+    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
+    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
+    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
+    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
+    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
+    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
+    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
+    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
+    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
+    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
+    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
+    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
+    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
+    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
+    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
+    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
+    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
+    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
+    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
+    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
+    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
+    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
+    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
+    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
+    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
+    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
+    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
+    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
+    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
+    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
+    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
+    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
+    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
+    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
+    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
+    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
+    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
+    # via
+    #   accelerate
+    #   autoevals
+    #   datasets
+    #   huggingface-hub
+    #   kubernetes
+    #   peft
+    #   pyaml
+    #   transformers
+referencing==0.37.0 \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
+    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+regex==2025.11.3 \
+    --hash=sha256:04d2765516395cf7dda331a244a3282c0f5ae96075f728629287dfa6f76ba70a \
+    --hash=sha256:087511f5c8b7dfbe3a03f5d5ad0c2a33861b1fc387f21f6f60825a44865a385a \
+    --hash=sha256:08b884f4226602ad40c5d55f52bf91a9df30f513864e0054bad40c0e9cf1afb7 \
+    --hash=sha256:0d31e08426ff4b5b650f68839f5af51a92a5b51abd8554a60c2fbc7c71f25d0b \
+    --hash=sha256:0f9397d561a4c16829d4e6ff75202c1c08b68a3bdbfe29dbfcdb31c9830907c6 \
+    --hash=sha256:10483eefbfb0adb18ee9474498c9a32fcf4e594fbca0543bb94c48bac6183e2e \
+    --hash=sha256:149eb0bba95231fb4f6d37c8f760ec9fa6fabf65bab555e128dde5f2475193ec \
+    --hash=sha256:1e00ec2970aab10dc5db34af535f21fcf32b4a31d99e34963419636e2f85ae39 \
+    --hash=sha256:1eb1ebf6822b756c723e09f5186473d93236c06c579d2cc0671a722d2ab14281 \
+    --hash=sha256:1fedc720f9bb2494ce31a58a1631f9c82df6a09b49c19517ea5cc280b4541e01 \
+    --hash=sha256:1ff0d190c7f68ae7769cd0313fe45820ba07ffebfddfaa89cc1eb70827ba0ddc \
+    --hash=sha256:2292cd5a90dab247f9abe892ac584cb24f0f54680c73fcb4a7493c66c2bf2467 \
+    --hash=sha256:22b29dda7e1f7062a52359fca6e58e548e28c6686f205e780b02ad8ef710de36 \
+    --hash=sha256:22c12d837298651e5550ac1d964e4ff57c3f56965fc1812c90c9fb2028eaf267 \
+    --hash=sha256:22dd622a402aad4558277305350699b2be14bc59f64d64ae1d928ce7d072dced \
+    --hash=sha256:22e7d1cdfa88ef33a2ae6aa0d707f9255eb286ffbd90045f1088246833223aee \
+    --hash=sha256:28ba4d69171fc6e9896337d4fc63a43660002b7da53fc15ac992abcf3410917c \
+    --hash=sha256:2ab815eb8a96379a27c3b6157fcb127c8f59c36f043c1678110cea492868f1d5 \
+    --hash=sha256:2b441a4ae2c8049106e8b39973bfbddfb25a179dda2bdb99b0eeb60c40a6a3af \
+    --hash=sha256:2fa2eed3f76677777345d2f81ee89f5de2f5745910e805f7af7386a920fa7313 \
+    --hash=sha256:32f74f35ff0f25a5021373ac61442edcb150731fbaa28286bbc8bb1582c89d02 \
+    --hash=sha256:3809988f0a8b8c9dcc0f92478d6501fac7200b9ec56aecf0ec21f4a2ec4b6009 \
+    --hash=sha256:3839967cf4dc4b985e1570fd8d91078f0c519f30491c60f9ac42a8db039be204 \
+    --hash=sha256:38af559ad934a7b35147716655d4a2f79fcef2d695ddfe06a06ba40ae631fa7e \
+    --hash=sha256:3a91e4a29938bc1a082cc28fdea44be420bf2bebe2665343029723892eb073e1 \
+    --hash=sha256:3b30bc921d50365775c09a7ed446359e5c0179e9e2512beec4a60cbcef6ddd50 \
+    --hash=sha256:3b3a5f320136873cc5561098dfab677eea139521cb9a9e8db98b7e64aef44cbc \
+    --hash=sha256:3bf28b1873a8af8bbb58c26cc56ea6e534d80053b41fb511a35795b6de507e6a \
+    --hash=sha256:3e0b11b2b2433d1c39c7c7a30e3f3d0aeeea44c2a8d0bae28f6b95f639927a69 \
+    --hash=sha256:3e816cc9aac1cd3cc9a4ec4d860f06d40f994b5c7b4d03b93345f44e08cc68bf \
+    --hash=sha256:3f8bf11a4827cc7ce5a53d4ef6cddd5ad25595d3c1435ef08f76825851343154 \
+    --hash=sha256:435bbad13e57eb5606a68443af62bed3556de2f46deb9f7d4237bc2f1c9fb3a0 \
+    --hash=sha256:43b4fb020e779ca81c1b5255015fe2b82816c76ec982354534ad9ec09ad7c9e3 \
+    --hash=sha256:442d86cf1cfe4faabf97db7d901ef58347efd004934da045c745e7b5bd57ac49 \
+    --hash=sha256:44f264d4bf02f3176467d90b294d59bf1db9fe53c141ff772f27a8b456b2a9ed \
+    --hash=sha256:454d9b4ae7881afbc25015b8627c16d88a597479b9dea82b8c6e7e2e07240dc7 \
+    --hash=sha256:4aecb6f461316adf9f1f0f6a4a1a3d79e045f9b71ec76055a791affa3b285850 \
+    --hash=sha256:4bf146dca15cdd53224a1bf46d628bd7590e4a07fbb69e720d561aea43a32b38 \
+    --hash=sha256:4c5238d32f3c5269d9e87be0cf096437b7622b6920f5eac4fd202468aaeb34d2 \
+    --hash=sha256:4e1e592789704459900728d88d41a46fe3969b82ab62945560a31732ffc19a6d \
+    --hash=sha256:509dc827f89c15c66a0c216331260d777dd6c81e9a4e4f830e662b0bb296c313 \
+    --hash=sha256:51c1c1847128238f54930edb8805b660305dca164645a9fd29243f5610beea34 \
+    --hash=sha256:5cf77eac15bd264986c4a2c63353212c095b40f3affb2bc6b4ef80c4776c1a28 \
+    --hash=sha256:5d9903ca42bfeec4cebedba8022a7c97ad2aab22e09573ce9976ba01b65e4361 \
+    --hash=sha256:61a08bcb0ec14ff4e0ed2044aad948d0659604f824cbd50b55e30b0ec6f09c73 \
+    --hash=sha256:62ba394a3dda9ad41c7c780f60f6e4a70988741415ae96f6d1bf6c239cf01379 \
+    --hash=sha256:639431bdc89d6429f6721625e8129413980ccd62e9d3f496be618a41d205f160 \
+    --hash=sha256:64350685ff08b1d3a6fff33f45a9ca183dc1d58bbfe4981604e70ec9801bbc26 \
+    --hash=sha256:6538241f45eb5a25aa575dbba1069ad786f68a4f2773a29a2bd3dd1f9de787be \
+    --hash=sha256:669dcfb2e38f9e8c69507bace46f4889e3abbfd9b0c29719202883c0a603598f \
+    --hash=sha256:66d559b21d3640203ab9075797a55165d79017520685fb407b9234d72ab63c62 \
+    --hash=sha256:6dd329a1b61c0ee95ba95385fb0c07ea0d3fe1a21e1349fa2bec272636217118 \
+    --hash=sha256:728a9d2d173a65b62bdc380b7932dd8e74ed4295279a8fe1021204ce210803e7 \
+    --hash=sha256:732aea6de26051af97b94bc98ed86448821f839d058e5d259c72bf6d73ad0fc0 \
+    --hash=sha256:74d04244852ff73b32eeede4f76f51c5bcf44bc3c207bc3e6cf1c5c45b890708 \
+    --hash=sha256:7521684c8c7c4f6e88e35ec89680ee1aa8358d3f09d27dfbdf62c446f5d4c695 \
+    --hash=sha256:75fa6f0056e7efb1f42a1c34e58be24072cb9e61a601340cc1196ae92326a4f9 \
+    --hash=sha256:78c2d02bb6e1da0720eedc0bad578049cad3f71050ef8cd065ecc87691bed2b0 \
+    --hash=sha256:795ea137b1d809eb6836b43748b12634291c0ed55ad50a7d72d21edf1cd565c4 \
+    --hash=sha256:7a50cd39f73faa34ec18d6720ee25ef10c4c1839514186fcda658a06c06057a2 \
+    --hash=sha256:7a7c7fdf755032ffdd72c77e3d8096bdcb0eb92e89e17571a196f03d88b11b3c \
+    --hash=sha256:7be0277469bf3bd7a34a9c57c1b6a724532a0d235cd0dc4e7f4316f982c28b19 \
+    --hash=sha256:7eb542fd347ce61e1321b0a6b945d5701528dca0cd9759c2e3bb8bd57e47964d \
+    --hash=sha256:7fe6e5440584e94cc4b3f5f4d98a25e29ca12dccf8873679a635638349831b98 \
+    --hash=sha256:81519e25707fc076978c6143b81ea3dc853f176895af05bf7ec51effe818aeec \
+    --hash=sha256:838441333bc90b829406d4a03cb4b8bf7656231b84358628b0406d803931ef32 \
+    --hash=sha256:849202cd789e5f3cf5dcc7822c34b502181b4824a65ff20ce82da5524e45e8e9 \
+    --hash=sha256:856a25c73b697f2ce2a24e7968285579e62577a048526161a2c0f53090bea9f9 \
+    --hash=sha256:87eb52a81ef58c7ba4d45c3ca74e12aa4b4e77816f72ca25258a85b3ea96cb48 \
+    --hash=sha256:885b26aa3ee56433b630502dc3d36ba78d186a00cc535d3806e6bfd9ed3c70ab \
+    --hash=sha256:8a3d571bd95fade53c86c0517f859477ff3a93c3fde10c9e669086f038e0f207 \
+    --hash=sha256:8e026094aa12b43f4fd74576714e987803a315c76edb6b098b9809db5de58f74 \
+    --hash=sha256:9697a52e57576c83139d7c6f213d64485d3df5bf84807c35fa409e6c970801c6 \
+    --hash=sha256:9b5aca4d5dfd7fbfbfbdaf44850fcc7709a01146a797536a8f84952e940cca76 \
+    --hash=sha256:9ddc42e68114e161e51e272f667d640f97e84a2b9ef14b7477c53aac20c2d59a \
+    --hash=sha256:9f95fbaa0ee1610ec0fc6b26668e9917a582ba80c52cc6d9ada15e30aa9ab9ad \
+    --hash=sha256:a12ab1f5c29b4e93db518f5e3872116b7e9b1646c9f9f426f777b50d44a09e8c \
+    --hash=sha256:a295ca2bba5c1c885826ce3125fa0b9f702a1be547d821c01d65f199e10c01e2 \
+    --hash=sha256:a4cb042b615245d5ff9b3794f56be4138b5adc35a4166014d31d1814744148c7 \
+    --hash=sha256:adad1a1bcf1c9e76346e091d22d23ac54ef28e1365117d99521631078dfec9de \
+    --hash=sha256:b4774ff32f18e0504bfc4e59a3e71e18d83bc1e171a3c8ed75013958a03b2f14 \
+    --hash=sha256:b6f78f98741dcc89607c16b1e9426ee46ce4bf31ac5e6b0d40e81c89f3481ea5 \
+    --hash=sha256:b7f9ee819f94c6abfa56ec7b1dbab586f41ebbdc0a57e6524bd5e7f487a878c7 \
+    --hash=sha256:ba0d8a5d7f04f73ee7d01d974d47c5834f8a1b0224390e4fe7c12a3a92a78ecc \
+    --hash=sha256:bac4200befe50c670c405dc33af26dad5a3b6b255dd6c000d92fe4629f9ed6a5 \
+    --hash=sha256:bc8ab71e2e31b16e40868a40a69007bc305e1109bd4658eb6cad007e0bf67c41 \
+    --hash=sha256:bce22519c989bb72a7e6b36a199384c53db7722fe669ba891da75907fe3587db \
+    --hash=sha256:bf3490bcbb985a1ae97b2ce9ad1c0f06a852d5b19dde9b07bdf25bf224248c95 \
+    --hash=sha256:c1e448051717a334891f2b9a620fe36776ebf3dd8ec46a0b877c8ae69575feb4 \
+    --hash=sha256:c54f768482cef41e219720013cd05933b6f971d9562544d691c68699bf2b6801 \
+    --hash=sha256:c56b4d162ca2b43318ac671c65bd4d563e841a694ac70e1a976ac38fcf4ca1d2 \
+    --hash=sha256:c9c30003b9347c24bcc210958c5d167b9e4f9be786cb380a7d32f14f9b84674f \
+    --hash=sha256:cc4076a5b4f36d849fd709284b4a3b112326652f3b0466f04002a6c15a0c96c1 \
+    --hash=sha256:cfe6d3f0c9e3b7e8c0c694b24d25e677776f5ca26dce46fd6b0489f9c8339391 \
+    --hash=sha256:d6c2d5919075a1f2e413c00b056ea0c2f065b3f5fe83c3d07d325ab92dce51d6 \
+    --hash=sha256:d8b4a27eebd684319bdf473d39f1d79eed36bf2cd34bd4465cdb4618d82b3d56 \
+    --hash=sha256:dbe6095001465294f13f1adcd3311e50dd84e5a71525f20a10bd16689c61ce0b \
+    --hash=sha256:dd16e78eb18ffdb25ee33a0682d17912e8cc8a770e885aeee95020046128f1ce \
+    --hash=sha256:ddd76a9f58e6a00f8772e72cff8ebcff78e022be95edf018766707c730593e1e \
+    --hash=sha256:df9eb838c44f570283712e7cff14c16329a9f0fb19ca492d21d4b7528ee6821e \
+    --hash=sha256:dfec44d532be4c07088c3de2876130ff0fbeeacaa89a137decbbb5f665855a0f \
+    --hash=sha256:e18bc3f73bd41243c9b38a6d9f2366cd0e0137a9aebe2d8ff76c5b67d4c0a3f4 \
+    --hash=sha256:e43586ce5bd28f9f285a6e729466841368c4a0353f6fd08d4ce4630843d3648a \
+    --hash=sha256:e6b49cd2aad93a1790ce9cffb18964f6d3a4b0b3dbdbd5de094b65296fce6e58 \
+    --hash=sha256:e6c7a21dffba883234baefe91bc3388e629779582038f75d2a5be918e250f0ed \
+    --hash=sha256:e721d1b46e25c481dc5ded6f4b3f66c897c58d2e8cfdf77bbced84339108b0b9 \
+    --hash=sha256:eadade04221641516fa25139273505a1c19f9bf97589a05bc4cfcd8b4a618031 \
+    --hash=sha256:ee3a83ce492074c35a74cc76cf8235d49e77b757193a5365ff86e3f2f93db9fd \
+    --hash=sha256:f117efad42068f9715677c8523ed2be1518116d1c49b1dd17987716695181efe \
+    --hash=sha256:f3b5a391c7597ffa96b41bd5cbd2ed0305f515fcbb367dfa72735679d5502364 \
+    --hash=sha256:f4ff94e58e84aedb9c9fce66d4ef9f27a190285b451420f297c9a09f2b9abee9 \
+    --hash=sha256:f99be08cfead2020c7ca6e396c13543baea32343b7a9a5780c462e323bd8872f \
+    --hash=sha256:fd0a5e563c756de210bb964789b5abe4f114dacae9104a47e1a649b910361536 \
+    --hash=sha256:feff9e54ec0dd3833d659257f5c3f5322a12eee58ffa360984b716f8b92983f4 \
+    --hash=sha256:ffcca5b9efe948ba0661e9df0fa50d2bc4b097c70b9810212d6b62f05d83b2dd
+    # via
+    #   nltk
+    #   tiktoken
+    #   transformers
+requests==2.32.5 \
+    --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6 \
+    --hash=sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   datasets
+    #   huggingface-hub
+    #   kubernetes
+    #   llama-stack-client
+    #   opentelemetry-exporter-otlp-proto-http
+    #   pythainlp
+    #   requests-oauthlib
+    #   tiktoken
+    #   transformers
+requests-oauthlib==2.0.0 \
+    --hash=sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36 \
+    --hash=sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9
+    # via kubernetes
+rich==14.2.0 \
+    --hash=sha256:73ff50c7c0c1c77c8243079283f4edb376f0f6442433aecb8ce7e6d0b92d1fe4 \
+    --hash=sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   llama-stack
+    #   llama-stack-client
+rpds-py==0.29.0 \
+    --hash=sha256:00e56b12d2199ca96068057e1ae7f9998ab6e99cda82431afafd32f3ec98cca9 \
+    --hash=sha256:0248b19405422573621172ab8e3a1f29141362d13d9f72bafa2e28ea0cdca5a2 \
+    --hash=sha256:05a2bd42768ea988294ca328206efbcc66e220d2d9b7836ee5712c07ad6340ea \
+    --hash=sha256:070befbb868f257d24c3bb350dbd6e2f645e83731f31264b19d7231dd5c396c7 \
+    --hash=sha256:0a8896986efaa243ab713c69e6491a4138410f0fe36f2f4c71e18bd5501e8014 \
+    --hash=sha256:0ea962671af5cb9a260489e311fa22b2e97103e3f9f0caaea6f81390af96a9ed \
+    --hash=sha256:115f48170fd4296a33938d8c11f697f5f26e0472e43d28f35624764173a60e4d \
+    --hash=sha256:12597d11d97b8f7e376c88929a6e17acb980e234547c92992f9f7c058f1a7310 \
+    --hash=sha256:1585648d0760b88292eecab5181f5651111a69d90eff35d6b78aa32998886a61 \
+    --hash=sha256:16e9da2bda9eb17ea318b4c335ec9ac1818e88922cbe03a5743ea0da9ecf74fb \
+    --hash=sha256:1a409b0310a566bfd1be82119891fefbdce615ccc8aa558aff7835c27988cbef \
+    --hash=sha256:1c3c3e8101bb06e337c88eb0c0ede3187131f19d97d43ea0e1c5407ea74c0cbf \
+    --hash=sha256:1d24564a700ef41480a984c5ebed62b74e6ce5860429b98b1fede76049e953e6 \
+    --hash=sha256:1de2345af363d25696969befc0c1688a6cb5e8b1d32b515ef84fc245c6cddba3 \
+    --hash=sha256:1ea59b23ea931d494459c8338056fe7d93458c0bf3ecc061cd03916505369d55 \
+    --hash=sha256:2023473f444752f0f82a58dfcbee040d0a1b3d1b3c2ec40e884bd25db6d117d2 \
+    --hash=sha256:20c51ae86a0bb9accc9ad4e6cdeec58d5ebb7f1b09dd4466331fc65e1766aae7 \
+    --hash=sha256:24a16cb7163933906c62c272de20ea3c228e4542c8c45c1d7dc2b9913e17369a \
+    --hash=sha256:24a7231493e3c4a4b30138b50cca089a598e52c34cf60b2f35cebf62f274fdea \
+    --hash=sha256:2549d833abdf8275c901313b9e8ff8fba57e50f6a495035a2a4e30621a2f7cc4 \
+    --hash=sha256:28de03cf48b8a9e6ec10318f2197b83946ed91e2891f651a109611be4106ac4b \
+    --hash=sha256:28fd300326dd21198f311534bdb6d7e989dd09b3418b3a91d54a0f384c700967 \
+    --hash=sha256:295ce5ac7f0cf69a651ea75c8f76d02a31f98e5698e82a50a5f4d4982fbbae3b \
+    --hash=sha256:2a21deb8e0d1571508c6491ce5ea5e25669b1dd4adf1c9d64b6314842f708b5d \
+    --hash=sha256:2aba991e041d031c7939e1358f583ae405a7bf04804ca806b97a5c0e0af1ea5e \
+    --hash=sha256:2b8e54d6e61f3ecd3abe032065ce83ea63417a24f437e4a3d73d2f85ce7b7cfe \
+    --hash=sha256:2d6fb2ad1c36f91c4646989811e84b1ea5e0c3cf9690b826b6e32b7965853a63 \
+    --hash=sha256:33ca7bdfedd83339ca55da3a5e1527ee5870d4b8369456b5777b197756f3ca22 \
+    --hash=sha256:37d94eadf764d16b9a04307f2ab1d7af6dc28774bbe0535c9323101e14877b4c \
+    --hash=sha256:3897924d3f9a0361472d884051f9a2460358f9a45b1d85a39a158d2f8f1ad71c \
+    --hash=sha256:3919a3bbecee589300ed25000b6944174e07cd20db70552159207b3f4bbb45b8 \
+    --hash=sha256:394d27e4453d3b4d82bb85665dc1fcf4b0badc30fc84282defed71643b50e1a1 \
+    --hash=sha256:3fbd4e9aebf110473a420dea85a238b254cf8a15acb04b22a5a6b5ce8925b760 \
+    --hash=sha256:3fd2164d73812026ce970d44c3ebd51e019d2a26a4425a5dcbdfa93a34abc383 \
+    --hash=sha256:40f65470919dc189c833e86b2c4bd21bd355f98436a2cef9e0a9a92aebc8e57e \
+    --hash=sha256:4448dad428f28a6a767c3e3b80cde3446a22a0efbddaa2360f4bb4dc836d0688 \
+    --hash=sha256:44a91e0ab77bdc0004b43261a4b8cd6d6b451e8d443754cfda830002b5745b32 \
+    --hash=sha256:453783477aa4f2d9104c4b59b08c871431647cb7af51b549bbf2d9eb9c827756 \
+    --hash=sha256:4a097b7f7f7274164566ae90a221fd725363c0e9d243e2e9ed43d195ccc5495c \
+    --hash=sha256:4aa195e5804d32c682e453b34474f411ca108e4291c6a0f824ebdc30a91c973c \
+    --hash=sha256:4ae4b88c6617e1b9e5038ab3fccd7bac0842fdda2b703117b2aa99bc85379113 \
+    --hash=sha256:521807963971a23996ddaf764c682b3e46459b3c58ccd79fefbe16718db43154 \
+    --hash=sha256:534dc9df211387547267ccdb42253aa30527482acb38dd9b21c5c115d66a96d2 \
+    --hash=sha256:539eb77eb043afcc45314d1be09ea6d6cafb3addc73e0547c171c6d636957f60 \
+    --hash=sha256:55d827b2ae95425d3be9bc9a5838b6c29d664924f98146557f7715e331d06df8 \
+    --hash=sha256:56838e1cd9174dc23c5691ee29f1d1be9eab357f27efef6bded1328b23e1ced2 \
+    --hash=sha256:5a572911cd053137bbff8e3a52d31c5d2dba51d3a67ad902629c70185f3f2181 \
+    --hash=sha256:5c9546cfdd5d45e562cc0444b6dddc191e625c62e866bf567a2c69487c7ad28a \
+    --hash=sha256:5cc58aac218826d054c7da7f95821eba94125d88be673ff44267bb89d12a5866 \
+    --hash=sha256:6410e66f02803600edb0b1889541f4b5cc298a5ccda0ad789cc50ef23b54813e \
+    --hash=sha256:66786c3fb1d8de416a7fa8e1cb1ec6ba0a745b2b0eee42f9b7daa26f1a495545 \
+    --hash=sha256:6e97846e9800a5d0fe7be4d008f0c93d0feeb2700da7b1f7528dabafb31dfadb \
+    --hash=sha256:7033c1010b1f57bb44d8067e8c25aa6fa2e944dbf46ccc8c92b25043839c3fd2 \
+    --hash=sha256:715b67eac317bf1c7657508170a3e011a1ea6ccb1c9d5f296e20ba14196be6b3 \
+    --hash=sha256:72fdfd5ff8992e4636621826371e3ac5f3e3b8323e9d0e48378e9c13c3dac9d0 \
+    --hash=sha256:76054d540061eda273274f3d13a21a4abdde90e13eaefdc205db37c05230efce \
+    --hash=sha256:76fe96632d53f3bf0ea31ede2f53bbe3540cc2736d4aec3b3801b0458499ef3a \
+    --hash=sha256:7971bdb7bf4ee0f7e6f67fa4c7fbc6019d9850cc977d126904392d363f6f8318 \
+    --hash=sha256:799156ef1f3529ed82c36eb012b5d7a4cf4b6ef556dd7cc192148991d07206ae \
+    --hash=sha256:7cdc0490374e31cedefefaa1520d5fe38e82fde8748cbc926e7284574c714d6b \
+    --hash=sha256:7d9128ec9d8cecda6f044001fde4fb71ea7c24325336612ef8179091eb9596b9 \
+    --hash=sha256:7f437026dbbc3f08c99cc41a5b2570c6e1a1ddbe48ab19a9b814254128d4ea7a \
+    --hash=sha256:80fdf53d36e6c72819993e35d1ebeeb8e8fc688d0c6c2b391b55e335b3afba5a \
+    --hash=sha256:8238d1d310283e87376c12f658b61e1ee23a14c0e54c7c0ce953efdbdc72deed \
+    --hash=sha256:89ca2e673ddd5bde9b386da9a0aac0cab0e76f40c8f0aaf0d6311b6bbf2aa311 \
+    --hash=sha256:8ae33ad9ce580c7a47452c3b3f7d8a9095ef6208e0a0c7e4e2384f9fc5bf8212 \
+    --hash=sha256:8c5a8ecaa44ce2d8d9d20a68a2483a74c07f05d72e94a4dff88906c8807e77b0 \
+    --hash=sha256:8e5bb73ffc029820f4348e9b66b3027493ae00bca6629129cd433fd7a76308ee \
+    --hash=sha256:90f30d15f45048448b8da21c41703b31c61119c06c216a1bf8c245812a0f0c17 \
+    --hash=sha256:923248a56dd8d158389a28934f6f69ebf89f218ef96a6b216a9be6861804d3f4 \
+    --hash=sha256:9459a33f077130dbb2c7c3cea72ee9932271fb3126404ba2a2661e4fe9eb7b79 \
+    --hash=sha256:97c817863ffc397f1e6a6e9d2d89fe5408c0a9922dac0329672fb0f35c867ea5 \
+    --hash=sha256:9b9c764a11fd637e0322a488560533112837f5334ffeb48b1be20f6d98a7b437 \
+    --hash=sha256:9ba8028597e824854f0f1733d8b964e914ae3003b22a10c2c664cb6927e0feb9 \
+    --hash=sha256:9efe71687d6427737a0a2de9ca1c0a216510e6cd08925c44162be23ed7bed2d5 \
+    --hash=sha256:9f84c549746a5be3bc7415830747a3a0312573afc9f95785eb35228bb17742ec \
+    --hash=sha256:a0891cfd8db43e085c0ab93ab7e9b0c8fee84780d436d3b266b113e51e79f954 \
+    --hash=sha256:a110e14508fd26fd2e472bb541f37c209409876ba601cf57e739e87d8a53cf95 \
+    --hash=sha256:a5d9da3ff5af1ca1249b1adb8ef0573b94c76e6ae880ba1852f033bf429d4588 \
+    --hash=sha256:a738f2da2f565989401bd6fd0b15990a4d1523c6d7fe83f300b7e7d17212feca \
+    --hash=sha256:acd82a9e39082dc5f4492d15a6b6c8599aa21db5c35aaf7d6889aea16502c07d \
+    --hash=sha256:ad7bd570be92695d89285a4b373006930715b78d96449f686af422debb4d3949 \
+    --hash=sha256:b016eddf00dca7944721bf0cd85b6af7f6c4efaf83ee0b37c4133bd39757a8c7 \
+    --hash=sha256:b1581fcde18fcdf42ea2403a16a6b646f8eb1e58d7f90a0ce693da441f76942e \
+    --hash=sha256:b58f5c77f1af888b5fd1876c9a0d9858f6f88a39c9dd7c073a88e57e577da66d \
+    --hash=sha256:b5f6134faf54b3cb83375db0f113506f8b7770785be1f95a631e7e2892101977 \
+    --hash=sha256:b9cf2359a4fca87cfb6801fae83a76aedf66ee1254a7a151f1341632acf67f1b \
+    --hash=sha256:ba5e1aeaf8dd6d8f6caba1f5539cddda87d511331714b7b5fc908b6cfc3636b7 \
+    --hash=sha256:bb78b3a0d31ac1bde132c67015a809948db751cb4e92cdb3f0b242e430b6ed0d \
+    --hash=sha256:bdb67151ea81fcf02d8f494703fb728d4d34d24556cbff5f417d74f6f5792e7c \
+    --hash=sha256:c07d107b7316088f1ac0177a7661ca0c6670d443f6fe72e836069025e6266761 \
+    --hash=sha256:c4695dd224212f6105db7ea62197144230b808d6b2bba52238906a2762f1d1e7 \
+    --hash=sha256:c5523b0009e7c3c1263471b69d8da1c7d41b3ecb4cb62ef72be206b92040a950 \
+    --hash=sha256:c661132ab2fb4eeede2ef69670fd60da5235209874d001a98f1542f31f2a8a94 \
+    --hash=sha256:d37812c3da8e06f2bb35b3cf10e4a7b68e776a706c13058997238762b4e07f4f \
+    --hash=sha256:d456e64724a075441e4ed648d7f154dc62e9aabff29bcdf723d0c00e9e1d352f \
+    --hash=sha256:d472cf73efe5726a067dce63eebe8215b14beabea7c12606fd9994267b3cfe2b \
+    --hash=sha256:d583d4403bcbf10cffc3ab5cee23d7643fcc960dff85973fd3c2d6c86e8dbb0c \
+    --hash=sha256:de73e40ebc04dd5d9556f50180395322193a78ec247e637e741c1b954810f295 \
+    --hash=sha256:def48ff59f181130f1a2cb7c517d16328efac3ec03951cca40c1dc2049747e83 \
+    --hash=sha256:e6596b93c010d386ae46c9fba9bfc9fc5965fa8228edeac51576299182c2e31c \
+    --hash=sha256:e71136fd0612556b35c575dc2726ae04a1669e6a6c378f2240312cf5d1a2ab10 \
+    --hash=sha256:e7fa2ccc312bbd91e43aa5e0869e46bc03278a3dddb8d58833150a18b0f0283a \
+    --hash=sha256:ea7173df5d86f625f8dde6d5929629ad811ed8decda3b60ae603903839ac9ac0 \
+    --hash=sha256:f3b1b87a237cb2dba4db18bcfaaa44ba4cd5936b91121b62292ff21df577fc43 \
+    --hash=sha256:f475f103488312e9bd4000bc890a95955a07b2d0b6e8884aef4be56132adbbf1 \
+    --hash=sha256:f49196aec7c4b406495f60e6f947ad71f317a765f956d74bbd83996b9edc0352 \
+    --hash=sha256:f49d41559cebd608042fdcf54ba597a4a7555b49ad5c1c0c03e0af82692661cd \
+    --hash=sha256:f7728653900035fb7b8d06e1e5900545d8088efc9d5d4545782da7df03ec803f \
+    --hash=sha256:f9f436aee28d13b9ad2c764fc273e0457e37c2e61529a07b928346b219fcde3b \
+    --hash=sha256:fc31a07ed352e5462d3ee1b22e89285f4ce97d5266f6d1169da1142e78045626 \
+    --hash=sha256:fc935f6b20b0c9f919a8ff024739174522abd331978f750a74bb68abd117bd19 \
+    --hash=sha256:fcae1770b401167f8b9e1e3f566562e6966ffa9ce63639916248a9e25fa8a244 \
+    --hash=sha256:fd7951c964069039acc9d67a8ff1f0a7f34845ae180ca542b17dc1456b1f1808 \
+    --hash=sha256:fe55fe686908f50154d1dc599232016e50c243b438c3b7432f24e2895b0e5359
+    # via
+    #   jsonschema
+    #   referencing
+rsa==4.9.1 \
+    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762 \
+    --hash=sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75
+    # via
+    #   google-auth
+    #   python-jose
+safetensors==0.7.0 \
+    --hash=sha256:0071bffba4150c2f46cae1432d31995d77acfd9f8db598b5d1a2ce67e8440ad2 \
+    --hash=sha256:07663963b67e8bd9f0b8ad15bb9163606cd27cc5a1b96235a50d8369803b96b0 \
+    --hash=sha256:12f49080303fa6bb424b362149a12949dfbbf1e06811a88f2307276b0c131afd \
+    --hash=sha256:1d060c70284127fa805085d8f10fbd0962792aed71879d00864acda69dbab981 \
+    --hash=sha256:42cb091236206bb2016d245c377ed383aa7f78691748f3bb6ee1bfa51ae2ce6a \
+    --hash=sha256:473b32699f4200e69801bf5abf93f1a4ecd432a70984df164fc22ccf39c4a6f3 \
+    --hash=sha256:54bef08bf00a2bff599982f6b08e8770e09cc012d7bba00783fc7ea38f1fb37d \
+    --hash=sha256:5d72abdb8a4d56d4020713724ba81dac065fedb7f3667151c4a637f1d3fb26c0 \
+    --hash=sha256:672132907fcad9f2aedcb705b2d7b3b93354a2aec1b2f706c4db852abe338f85 \
+    --hash=sha256:6999421eb8ba9df4450a16d9184fcb7bef26240b9f98e95401f17af6c2210b71 \
+    --hash=sha256:7b95a3fa7b3abb9b5b0e07668e808364d0d40f6bbbf9ae0faa8b5b210c97b140 \
+    --hash=sha256:8469155f4cb518bafb4acf4865e8bb9d6804110d2d9bdcaa78564b9fd841e104 \
+    --hash=sha256:94fd4858284736bb67a897a41608b5b0c2496c9bdb3bf2af1fa3409127f20d57 \
+    --hash=sha256:b0f6d66c1c538d5a94a73aa9ddca8ccc4227e6c9ff555322ea40bdd142391dd4 \
+    --hash=sha256:c74af94bf3ac15ac4d0f2a7c7b4663a15f8c2ab15ed0fc7531ca61d0835eccba \
+    --hash=sha256:c82f4d474cf725255d9e6acf17252991c3c8aac038d6ef363a4bf8be2f6db517 \
+    --hash=sha256:cdab83a366799fa730f90a4ebb563e494f28e9e92c4819e556152ad55e43591b \
+    --hash=sha256:cfdead2f57330d76aa7234051dadfa7d4eedc0e5a27fd08e6f96714a92b00f09 \
+    --hash=sha256:d1239932053f56f3456f32eb9625590cc7582e905021f94636202a864d470755 \
+    --hash=sha256:dac7252938f0696ddea46f5e855dd3138444e82236e3be475f54929f0c510d48 \
+    --hash=sha256:dc92bc2db7b45bda4510e4f51c59b00fe80b2d6be88928346e4294ce1c2abe7c \
+    --hash=sha256:e07d91d0c92a31200f25351f4acb2bc6aff7f48094e13ebb1d0fb995b54b6542 \
+    --hash=sha256:f4729811a6640d019a4b7ba8638ee2fd21fa5ca8c7e7bdf0fed62068fcaac737
+    # via
+    #   accelerate
+    #   peft
+    #   transformers
+scikit-learn==1.7.2 \
+    --hash=sha256:0486c8f827c2e7b64837c731c8feff72c0bd2b998067a8a9cbc10643c31f0fe1 \
+    --hash=sha256:0b7dacaa05e5d76759fb071558a8b5130f4845166d88654a0f9bdf3eb57851b7 \
+    --hash=sha256:191e5550980d45449126e23ed1d5e9e24b2c68329ee1f691a3987476e115e09c \
+    --hash=sha256:20e9e49ecd130598f1ca38a1d85090e1a600147b9c02fa6f15d69cb53d968fda \
+    --hash=sha256:2a41e2a0ef45063e654152ec9d8bcfc39f7afce35b08902bfe290c2498a67a6a \
+    --hash=sha256:36749fb62b3d961b1ce4fedf08fa57a1986cd409eff2d783bca5d4b9b5fce51c \
+    --hash=sha256:4a847fea807e278f821a0406ca01e387f97653e284ecbd9750e3ee7c90347f18 \
+    --hash=sha256:502c18e39849c0ea1a5d681af1dbcf15f6cce601aebb657aabbfe84133c1907f \
+    --hash=sha256:57dc4deb1d3762c75d685507fbd0bc17160144b2f2ba4ccea5dc285ab0d0e973 \
+    --hash=sha256:6088aa475f0785e01bcf8529f55280a3d7d298679f50c0bb70a2364a82d0b290 \
+    --hash=sha256:63a9afd6f7b229aad94618c01c252ce9e6fa97918c5ca19c9a17a087d819440c \
+    --hash=sha256:6b33579c10a3081d076ab403df4a4190da4f4432d443521674637677dc91e61f \
+    --hash=sha256:7a4c328a71785382fe3fe676a9ecf2c86189249beff90bf85e22bdb7efaf9ae0 \
+    --hash=sha256:7a58814265dfc52b3295b1900cfb5701589d30a8bb026c7540f1e9d3499d5ec8 \
+    --hash=sha256:89877e19a80c7b11a2891a27c21c4894fb18e2c2e077815bcade10d34287b20d \
+    --hash=sha256:8d91a97fa2b706943822398ab943cde71858a50245e31bc71dba62aab1d60a96 \
+    --hash=sha256:8da8bf89d4d79aaec192d2bda62f9b56ae4e5b4ef93b6a56b5de4977e375c1f1 \
+    --hash=sha256:9656e4a53e54578ad10a434dc1f993330568cfee176dff07112b8785fb413106 \
+    --hash=sha256:96dc05a854add0e50d3f47a1ef21a10a595016da5b007c7d9cd9d0bffd1fcc61 \
+    --hash=sha256:98335fb98509b73385b3ab2bd0639b1f610541d3988ee675c670371d6a87aa7c \
+    --hash=sha256:9acb6c5e867447b4e1390930e3944a005e2cb115922e693c08a323421a6966e8 \
+    --hash=sha256:9b7ed8d58725030568523e937c43e56bc01cadb478fc43c042a9aca1dacb3ba1 \
+    --hash=sha256:abebbd61ad9e1deed54cca45caea8ad5f79e1b93173dece40bb8e0c658dbe6fe \
+    --hash=sha256:acbc0f5fd2edd3432a22c69bed78e837c70cf896cd7993d71d51ba6708507476 \
+    --hash=sha256:b4d6e9deed1a47aca9fe2f267ab8e8fe82ee20b4526b2c0cd9e135cea10feb44 \
+    --hash=sha256:bb24510ed3f9f61476181e4db51ce801e2ba37541def12dc9333b946fc7a9cf8 \
+    --hash=sha256:c7509693451651cd7361d30ce4e86a1347493554f172b1c72a39300fa2aea79e \
+    --hash=sha256:ca250e6836d10e6f402436d6463d6c0e4d8e0234cfb6a9a47835bd392b852ce5 \
+    --hash=sha256:e5bf3d930aee75a65478df91ac1225ff89cd28e9ac7bd1196853a9229b6adb0b \
+    --hash=sha256:f95dc55b7902b91331fa4e5845dd5bde0580c9cd9612b1b2791b7e80c3d32615 \
+    --hash=sha256:fa8f63940e29c82d1e67a45d5297bdebbcb585f5a5a50c4914cc2e852ab77f33
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   sentence-transformers
+scipy==1.16.3 \
+    --hash=sha256:0151a0749efeaaab78711c78422d413c583b8cdd2011a3c1d6c794938ee9fdb2 \
+    --hash=sha256:01e87659402762f43bd2fee13370553a17ada367d42e7487800bf2916535aecb \
+    --hash=sha256:03192a35e661470197556de24e7cb1330d84b35b94ead65c46ad6f16f6b28f2a \
+    --hash=sha256:0553371015692a898e1aa858fed67a3576c34edefa6b7ebdb4e9dde49ce5c203 \
+    --hash=sha256:062246acacbe9f8210de8e751b16fc37458213f124bef161a5a02c7a39284304 \
+    --hash=sha256:0c3b4dd3d9b08dbce0f3440032c52e9e2ab9f96ade2d3943313dfe51a7056959 \
+    --hash=sha256:0c623a54f7b79dd88ef56da19bc2873afec9673a48f3b85b18e4d402bdd29a5a \
+    --hash=sha256:16b8bc35a4cc24db80a0ec836a9286d0e31b2503cb2fd7ff7fb0e0374a97081d \
+    --hash=sha256:1fb2472e72e24d1530debe6ae078db70fb1605350c88a3d14bc401d6306dbffe \
+    --hash=sha256:21d9d6b197227a12dcbf9633320a4e34c6b0e51c57268df255a0942983bac562 \
+    --hash=sha256:2a207a6ce9c24f1951241f4693ede2d393f59c07abc159b2cb2be980820e01fb \
+    --hash=sha256:2b71d93c8a9936046866acebc915e2af2e292b883ed6e2cbe5c34beb094b82d9 \
+    --hash=sha256:2d1ae2cf0c350e7705168ff2429962a89ad90c2d49d1dd300686d8b2a5af22fc \
+    --hash=sha256:3a4c460301fb2cffb7f88528f30b3127742cff583603aa7dc964a52c463b385d \
+    --hash=sha256:3d4a07a8e785d80289dfe66b7c27d8634a773020742ec7187b85ccc4b0e7b686 \
+    --hash=sha256:40be6cf99e68b6c4321e9f8782e7d5ff8265af28ef2cd56e9c9b2638fa08ad97 \
+    --hash=sha256:4aff59800a3b7f786b70bfd6ab551001cb553244988d7d6b8299cb1ea653b353 \
+    --hash=sha256:50a3dbf286dbc7d84f176f9a1574c705f277cb6565069f88f60db9eafdbe3ee2 \
+    --hash=sha256:532fb5ad6a87e9e9cd9c959b106b73145a03f04c7d57ea3e6f6bb60b86ab0876 \
+    --hash=sha256:53c3844d527213631e886621df5695d35e4f6a75f620dca412bcd292f6b87d78 \
+    --hash=sha256:56edc65510d1331dae01ef9b658d428e33ed48b4f77b1d51caf479a0253f96dc \
+    --hash=sha256:57d01cb6f85e34f0946b33caa66e892aae072b64b034183f3d87c4025802a119 \
+    --hash=sha256:5803c5fadd29de0cf27fa08ccbfe7a9e5d741bf63e4ab1085437266f12460ff9 \
+    --hash=sha256:6020470b9d00245926f2d5bb93b119ca0340f0d564eb6fbaad843eaebf9d690f \
+    --hash=sha256:63d3cdacb8a824a295191a723ee5e4ea7768ca5ca5f2838532d9f2e2b3ce2135 \
+    --hash=sha256:663b8d66a8748051c3ee9c96465fb417509315b99c71550fda2591d7dd634234 \
+    --hash=sha256:72d1717fd3b5e6ec747327ce9bda32d5463f472c9dce9f54499e81fbd50245a1 \
+    --hash=sha256:7dc1360c06535ea6116a2220f760ae572db9f661aba2d88074fe30ec2aa1ff88 \
+    --hash=sha256:7f68154688c515cdb541a31ef8eb66d8cd1050605be9dcd74199cbd22ac739bc \
+    --hash=sha256:81fc5827606858cf71446a5e98715ba0e11f0dbc83d71c7409d05486592a45d6 \
+    --hash=sha256:875555ce62743e1d54f06cdf22c1e0bc47b91130ac40fe5d783b6dfa114beeb6 \
+    --hash=sha256:8b3c820ddb80029fe9f43d61b81d8b488d3ef8ca010d15122b152db77dc94c22 \
+    --hash=sha256:8be1ca9170fcb6223cc7c27f4305d680ded114a1567c0bd2bfcbf947d1b17511 \
+    --hash=sha256:8d09d72dc92742988b0e7750bddb8060b0c7079606c0d24a8cc8e9c9c11f9079 \
+    --hash=sha256:9452781bd879b14b6f055b26643703551320aa8d79ae064a71df55c00286a184 \
+    --hash=sha256:96491a6a54e995f00a28a3c3badfff58fd093bf26cd5fb34a2188c8c756a3a2c \
+    --hash=sha256:9b9c9c07b6d56a35777a1b4cc8966118fb16cfd8daf6743867d17d36cfad2d40 \
+    --hash=sha256:a8a26c78ef223d3e30920ef759e25625a0ecdd0d60e5a8818b7513c3e5384cf2 \
+    --hash=sha256:aadd23f98f9cb069b3bd64ddc900c4d277778242e961751f77a8cb5c4b946fb0 \
+    --hash=sha256:b7180967113560cca57418a7bc719e30366b47959dd845a93206fbed693c867e \
+    --hash=sha256:b7c5f1bda1354d6a19bc6af73a649f8285ca63ac6b52e64e658a5a11d4d69800 \
+    --hash=sha256:b81c27fc41954319a943d43b20e07c40bdcd3ff7cf013f4fb86286faefe546c4 \
+    --hash=sha256:bb61878c18a470021fb515a843dc7a76961a8daceaaaa8bad1332f1bf4b54657 \
+    --hash=sha256:bea0a62734d20d67608660f69dcda23e7f90fb4ca20974ab80b6ed40df87a005 \
+    --hash=sha256:c5192722cffe15f9329a3948c4b1db789fbb1f05c97899187dcf009b283aea70 \
+    --hash=sha256:c97176013d404c7346bf57874eaac5187d969293bf40497140b0a2b2b7482e07 \
+    --hash=sha256:cd13e354df9938598af2be05822c323e97132d5e6306b83a3b4ee6724c6e522e \
+    --hash=sha256:d2ec56337675e61b312179a1ad124f5f570c00f920cc75e1000025451b88241c \
+    --hash=sha256:d3837938ae715fc0fe3c39c0202de3a8853aff22ca66781ddc2ade7554b7e2cc \
+    --hash=sha256:d9f48cafc7ce94cf9b15c6bffdc443a81a27bf7075cf2dcd5c8b40f85d10c4e7 \
+    --hash=sha256:da7763f55885045036fabcebd80144b757d3db06ab0861415d1c3b7c69042146 \
+    --hash=sha256:deb3841c925eeddb6afc1e4e4a45e418d19ec7b87c5df177695224078e8ec733 \
+    --hash=sha256:e1d27cbcb4602680a49d787d90664fa4974063ac9d4134813332a8c53dbe667c \
+    --hash=sha256:e5d42a9472e7579e473879a1990327830493a7047506d58d73fc429b84c1d49d \
+    --hash=sha256:e7efa2681ea410b10dde31a52b18b0154d66f2485328830e45fdf183af5aefc6 \
+    --hash=sha256:eab43fae33a0c39006a88096cd7b4f4ef545ea0447d250d5ac18202d40b6611d \
+    --hash=sha256:f2622206f5559784fa5c4b53a950c3c7c1cf3e84ca1b9c4b6c03f062f289ca26 \
+    --hash=sha256:f379b54b77a597aa7ee5e697df0d66903e41b9c85a6dd7946159e356319158e8 \
+    --hash=sha256:f667a4542cc8917af1db06366d3f78a5c8e83badd56409f94d1eac8d8d9133fa \
+    --hash=sha256:fb4b29f4cf8cc5a8d628bc8d8e26d12d7278cd1f219f22698a378c3d67db5e4b \
+    --hash=sha256:ffa6eea95283b2b8079b821dc11f50a17d0571c92b43e2b5b12764dc5f9b285d
+    # via
+    #   scikit-learn
+    #   sentence-transformers
+semver==3.0.4 \
+    --hash=sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746 \
+    --hash=sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602
+    # via lightspeed-stack (pyproject.toml)
+sentence-transformers==5.1.2 \
+    --hash=sha256:0f6c8bd916a78dc65b366feb8d22fd885efdb37432e7630020d113233af2b856 \
+    --hash=sha256:724ce0ea62200f413f1a5059712aff66495bc4e815a1493f7f9bca242414c333
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922 \
+    --hash=sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c
+    # via torch
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+    # via
+    #   ecdsa
+    #   kubernetes
+    #   langdetect
+    #   python-dateutil
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
+    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
+    # via
+    #   anyio
+    #   llama-stack-client
+    #   openai
+sqlalchemy==2.0.44 \
+    --hash=sha256:0765e318ee9179b3718c4fd7ba35c434f4dd20332fbc6857a5e8df17719c24d7 \
+    --hash=sha256:0ae7454e1ab1d780aee69fd2aae7d6b8670a581d8847f2d1e0f7ddfbf47e5a22 \
+    --hash=sha256:0b1af8392eb27b372ddb783b317dea0f650241cea5bd29199b22235299ca2e45 \
+    --hash=sha256:0fe3917059c7ab2ee3f35e77757062b1bea10a0b6ca633c58391e3f3c6c488dd \
+    --hash=sha256:119dc41e7a7defcefc57189cfa0e61b1bf9c228211aba432b53fb71ef367fda1 \
+    --hash=sha256:11bac86b0deada30b6b5f93382712ff0e911fe8d31cb9bf46e6b149ae175eff0 \
+    --hash=sha256:15f3326f7f0b2bfe406ee562e17f43f36e16167af99c4c0df61db668de20002d \
+    --hash=sha256:17835885016b9e4d0135720160db3095dc78c583e7b902b6be799fb21035e749 \
+    --hash=sha256:19de7ca1246fbef9f9d1bff8f1ab25641569df226364a0e40457dc5457c54b05 \
+    --hash=sha256:1df4763760d1de0dfc8192cc96d8aa293eb1a44f8f7a5fbe74caf1b551905c5e \
+    --hash=sha256:1e77faf6ff919aa8cd63f1c4e561cac1d9a454a191bb864d5dd5e545935e5a40 \
+    --hash=sha256:22be14009339b8bc16d6b9dc8780bacaba3402aa7581658e246114abbd2236e3 \
+    --hash=sha256:253e2f29843fb303eca6b2fc645aca91fa7aa0aa70b38b6950da92d44ff267f3 \
+    --hash=sha256:2b61188657e3a2b9ac4e8f04d6cf8e51046e28175f79464c67f2fd35bceb0976 \
+    --hash=sha256:2bf4bb6b3d6228fcf3a71b50231199fb94d2dd2611b66d33be0578ea3e6c2726 \
+    --hash=sha256:2e7b5b079055e02d06a4308d0481658e4f06bc7ef211567edc8f7d5dce52018d \
+    --hash=sha256:2f19644f27c76f07e10603580a47278abb2a70311136a7f8fd27dc2e096b9013 \
+    --hash=sha256:2fc44e5965ea46909a416fff0af48a219faefd5773ab79e5f8a5fcd5d62b2667 \
+    --hash=sha256:2fcc4901a86ed81dc76703f3b93ff881e08761c63263c46991081fd7f034b165 \
+    --hash=sha256:3255d821ee91bdf824795e936642bbf43a4c7cedf5d1aed8d24524e66843aa74 \
+    --hash=sha256:329aa42d1be9929603f406186630135be1e7a42569540577ba2c69952b7cf399 \
+    --hash=sha256:357bade0e46064f88f2c3a99808233e67b0051cdddf82992379559322dfeb183 \
+    --hash=sha256:3caef1ff89b1caefc28f0368b3bde21a7e3e630c2eddac16abd9e47bd27cc36a \
+    --hash=sha256:3cf6872a23601672d61a68f390e44703442639a12ee9dd5a88bbce52a695e46e \
+    --hash=sha256:3fe166c7d00912e8c10d3a9a0ce105569a31a3d0db1a6e82c4e0f4bf16d5eca9 \
+    --hash=sha256:471733aabb2e4848d609141a9e9d56a427c0a038f4abf65dd19d7a21fd563632 \
+    --hash=sha256:4848395d932e93c1595e59a8672aa7400e8922c39bb9b0668ed99ac6fa867822 \
+    --hash=sha256:48bf7d383a35e668b984c805470518b635d48b95a3c57cb03f37eaa3551b5f9f \
+    --hash=sha256:4c26ef74ba842d61635b0152763d057c8d48215d5be9bb8b7604116a059e9985 \
+    --hash=sha256:4d18cd0e9a0f37c9f4088e50e3839fcb69a380a0ec957408e0b57cff08ee0a26 \
+    --hash=sha256:585c0c852a891450edbb1eaca8648408a3cc125f18cf433941fa6babcc359e29 \
+    --hash=sha256:70e03833faca7166e6a9927fbee7c27e6ecde436774cd0b24bbcc96353bce06b \
+    --hash=sha256:72fea91746b5890f9e5e0997f16cbf3d53550580d76355ba2d998311b17b2250 \
+    --hash=sha256:78e6c137ba35476adb5432103ae1534f2f5295605201d946a4198a0dea4b38e7 \
+    --hash=sha256:7a8694107eb4308a13b425ca8c0e67112f8134c846b6e1f722698708741215d5 \
+    --hash=sha256:7c77f3080674fc529b1bd99489378c7f63fcb4ba7f8322b79732e0258f0ea3ce \
+    --hash=sha256:7cbcb47fd66ab294703e1644f78971f6f2f1126424d2b300678f419aa73c7b6e \
+    --hash=sha256:846541e58b9a81cce7dee8329f352c318de25aa2f2bbe1e31587eb1f057448b4 \
+    --hash=sha256:8e0e4e66fd80f277a8c3de016a81a554e76ccf6b8d881ee0b53200305a8433f6 \
+    --hash=sha256:9919e77403a483ab81e3423151e8ffc9dd992c20d2603bf17e4a8161111e55f5 \
+    --hash=sha256:9b94843a102efa9ac68a7a30cd46df3ff1ed9c658100d30a725d10d9c60a2f44 \
+    --hash=sha256:9e9018544ab07614d591a26c1bd4293ddf40752cc435caf69196740516af7100 \
+    --hash=sha256:b87e7b91a5d5973dda5f00cd61ef72ad75a1db73a386b62877d4875a8840959c \
+    --hash=sha256:c1c80faaee1a6c3428cecf40d16a2365bcf56c424c92c2b6f0f9ad204b899e9e \
+    --hash=sha256:c3678a0fb72c8a6a29422b2732fe423db3ce119c34421b5f9955873eb9b62c1e \
+    --hash=sha256:cbe4f85f50c656d753890f39468fcd8190c5f08282caf19219f684225bfd5fd2 \
+    --hash=sha256:cc2856d24afa44295735e72f3c75d6ee7fdd4336d8d3a8f3d44de7aa6b766df2 \
+    --hash=sha256:d733dec0614bb8f4bcb7c8af88172b974f685a31dc3a65cca0527e3120de5606 \
+    --hash=sha256:dc8b3850d2a601ca2320d081874033684e246d28e1c5e89db0864077cfc8f5a9 \
+    --hash=sha256:de4387a354ff230bc979b46b2207af841dc8bf29847b6c7dbe60af186d97aefa \
+    --hash=sha256:e998cf7c29473bd077704cea3577d23123094311f59bdc4af551923b168332b1 \
+    --hash=sha256:ebac3f0b5732014a126b43c2b7567f2f0e0afea7d9119a3378bde46d3dcad88e \
+    --hash=sha256:ee51625c2d51f8baadf2829fae817ad0b66b140573939dd69284d2ba3553ae73 \
+    --hash=sha256:f4a172b31785e2f00780eccab00bc240ccdbfdb8345f1e6063175b3ff12ad1b0 \
+    --hash=sha256:f7027414f2b88992877573ab780c19ecb54d3a536bef3397933573d6b5068be4 \
+    --hash=sha256:f9480c0740aabd8cb29c329b422fb65358049840b34aba0adf63162371d2a96e \
+    --hash=sha256:ff486e183d151e51b1d694c7aa1695747599bb00b9f5f604092b54b74c64a8e1
+    # via lightspeed-stack (pyproject.toml)
+sse-starlette==3.0.3 \
+    --hash=sha256:88cfb08747e16200ea990c8ca876b03910a23b547ab3bd764c0d8eb81019b971 \
+    --hash=sha256:af5bf5a6f3933df1d9c7f8539633dc8444ca6a97ab2e2a7cd3b6e431ac03a431
+    # via mcp
+starlette==0.50.0 \
+    --hash=sha256:9e5391843ec9b6e472eed1365a78c8098cfceb7a74bfd4d6b1c0c0095efb3bca \
+    --hash=sha256:a2a17b22203254bcbc2e1f926d2d55f3f9497f769416b3190768befe598fa3ca
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   fastapi
+    #   llama-stack
+    #   mcp
+sympy==1.14.0 \
+    --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+    # via torch
+termcolor==3.2.0 \
+    --hash=sha256:610e6456feec42c4bcd28934a8c87a06c3fa28b01561d46aa09a9881b8622c58 \
+    --hash=sha256:a10343879eba4da819353c55cb8049b0933890c2ebf9ad5d3ecd2bb32ea96ea6
+    # via
+    #   fire
+    #   llama-stack
+    #   llama-stack-client
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
+    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
+    # via scikit-learn
+tiktoken==0.12.0 \
+    --hash=sha256:01d99484dc93b129cd0964f9d34eee953f2737301f18b3c7257bf368d7615baa \
+    --hash=sha256:04f0e6a985d95913cabc96a741c5ffec525a2c72e9df086ff17ebe35985c800e \
+    --hash=sha256:06a9f4f49884139013b138920a4c393aa6556b2f8f536345f11819389c703ebb \
+    --hash=sha256:09eb4eae62ae7e4c62364d9ec3a57c62eea707ac9a2b2c5d6bd05de6724ea179 \
+    --hash=sha256:0ee8f9ae00c41770b5f9b0bb1235474768884ae157de3beb5439ca0fd70f3e25 \
+    --hash=sha256:15d875454bbaa3728be39880ddd11a5a2a9e548c29418b41e8fd8a767172b5ec \
+    --hash=sha256:20cf97135c9a50de0b157879c3c4accbb29116bcf001283d26e073ff3b345946 \
+    --hash=sha256:285ba9d73ea0d6171e7f9407039a290ca77efcdb026be7769dccc01d2c8d7fff \
+    --hash=sha256:2b90f5ad190a4bb7c3eb30c5fa32e1e182ca1ca79f05e49b448438c3e225a49b \
+    --hash=sha256:2cff3688ba3c639ebe816f8d58ffbbb0aa7433e23e08ab1cade5d175fc973fb3 \
+    --hash=sha256:35a2f8ddd3824608b3d650a000c1ef71f730d0c56486845705a8248da00f9fe5 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3 \
+    --hash=sha256:3de02f5a491cfd179aec916eddb70331814bd6bf764075d39e21d5862e533970 \
+    --hash=sha256:3e68e3e593637b53e56f7237be560f7a394451cb8c11079755e80ae64b9e6def \
+    --hash=sha256:47a5bc270b8c3db00bb46ece01ef34ad050e364b51d406b6f9730b64ac28eded \
+    --hash=sha256:4a1a4fcd021f022bfc81904a911d3df0f6543b9e7627b51411da75ff2fe7a1be \
+    --hash=sha256:4c9614597ac94bb294544345ad8cf30dac2129c05e2db8dc53e082f355857af7 \
+    --hash=sha256:508fa71810c0efdcd1b898fda574889ee62852989f7c1667414736bcb2b9a4bd \
+    --hash=sha256:54c891b416a0e36b8e2045b12b33dd66fb34a4fe7965565f1b482da50da3e86a \
+    --hash=sha256:584c3ad3d0c74f5269906eb8a659c8bfc6144a52895d9261cdaf90a0ae5f4de0 \
+    --hash=sha256:5edb8743b88d5be814b1a8a8854494719080c28faaa1ccbef02e87354fe71ef0 \
+    --hash=sha256:604831189bd05480f2b885ecd2d1986dc7686f609de48208ebbbddeea071fc0b \
+    --hash=sha256:65b26c7a780e2139e73acc193e5c63ac754021f160df919add909c1492c0fb37 \
+    --hash=sha256:6de0da39f605992649b9cfa6f84071e3f9ef2cec458d08c5feb1b6f0ff62e134 \
+    --hash=sha256:6e227c7f96925003487c33b1b32265fad2fbcec2b7cf4817afb76d416f40f6bb \
+    --hash=sha256:6faa0534e0eefbcafaccb75927a4a380463a2eaa7e26000f0173b920e98b720a \
+    --hash=sha256:6fb2995b487c2e31acf0a9e17647e3b242235a20832642bb7a9d1a181c0c1bb1 \
+    --hash=sha256:775c2c55de2310cc1bc9a3ad8826761cbdc87770e586fd7b6da7d4589e13dab3 \
+    --hash=sha256:82991e04fc860afb933efb63957affc7ad54f83e2216fe7d319007dab1ba5892 \
+    --hash=sha256:83d16643edb7fa2c99eff2ab7733508aae1eebb03d5dfc46f5565862810f24e3 \
+    --hash=sha256:8f317e8530bb3a222547b85a58583238c8f74fd7a7408305f9f63246d1a0958b \
+    --hash=sha256:981a81e39812d57031efdc9ec59fa32b2a5a5524d20d4776574c4b4bd2e9014a \
+    --hash=sha256:9baf52f84a3f42eef3ff4e754a0db79a13a27921b457ca9832cf944c6be4f8f3 \
+    --hash=sha256:a01b12f69052fbe4b080a2cfb867c4de12c704b56178edf1d1d7b273561db160 \
+    --hash=sha256:a1af81a6c44f008cba48494089dd98cccb8b313f55e961a52f5b222d1e507967 \
+    --hash=sha256:a90388128df3b3abeb2bfd1895b0681412a8d7dc644142519e6f0a97c2111646 \
+    --hash=sha256:b18ba7ee2b093863978fcb14f74b3707cdc8d4d4d3836853ce7ec60772139931 \
+    --hash=sha256:b4e7ed1c6a7a8a60a3230965bdedba8cc58f68926b835e519341413370e0399a \
+    --hash=sha256:b6cfb6d9b7b54d20af21a912bfe63a2727d9cfa8fbda642fd8322c70340aad16 \
+    --hash=sha256:b8a0cd0c789a61f31bf44851defbd609e8dd1e2c8589c614cc1060940ef1f697 \
+    --hash=sha256:b97f74aca0d78a1ff21b8cd9e9925714c15a9236d6ceacf5c7327c117e6e21e8 \
+    --hash=sha256:c06cf0fcc24c2cb2adb5e185c7082a82cba29c17575e828518c2f11a01f445aa \
+    --hash=sha256:c2c714c72bc00a38ca969dae79e8266ddec999c7ceccd603cc4f0d04ccd76365 \
+    --hash=sha256:cbb9a3ba275165a2cb0f9a83f5d7025afe6b9d0ab01a22b50f0e74fee2ad253e \
+    --hash=sha256:cde24cdb1b8a08368f709124f15b36ab5524aac5fa830cc3fdce9c03d4fb8030 \
+    --hash=sha256:d186a5c60c6a0213f04a7a802264083dea1bbde92a2d4c7069e1a56630aef830 \
+    --hash=sha256:d51d75a5bffbf26f86554d28e78bfb921eae998edc2675650fd04c7e1f0cdc1e \
+    --hash=sha256:d5f89ea5680066b68bcb797ae85219c72916c922ef0fcdd3480c7d2315ffff16 \
+    --hash=sha256:da900aa0ad52247d8794e307d6446bd3cdea8e192769b56276695d34d2c9aa88 \
+    --hash=sha256:dc2dd125a62cb2b3d858484d6c614d136b5b848976794edfb63688d539b8b93f \
+    --hash=sha256:df37684ace87d10895acb44b7f447d4700349b12197a526da0d4a4149fde074c \
+    --hash=sha256:dfdfaa5ffff8993a3af94d1125870b1d27aed7cb97aa7eb8c1cefdbc87dbee63 \
+    --hash=sha256:edde1ec917dfd21c1f2f8046b86348b0f54a2c0547f68149d8600859598769ad \
+    --hash=sha256:f18f249b041851954217e9fd8e5c00b024ab2315ffda5ed77665a05fa91f42dc \
+    --hash=sha256:f61c0aea5565ac82e2ec50a05e02a6c44734e91b51c10510b084ea1b8e633a71 \
+    --hash=sha256:fc530a28591a2d74bce821d10b418b26a094bf33839e69042a6e86ddb7a7fb27 \
+    --hash=sha256:ffc5288f34a8bc02e1ea7047b8d041104791d2ddbf42d1e5fa07822cbffe16bd
+    # via
+    #   litellm
+    #   llama-stack
+tokenizers==0.22.1 \
+    --hash=sha256:19d2962dd28bc67c1f205ab180578a78eef89ac60ca7ef7cbe9635a46a56422a \
+    --hash=sha256:331d6d149fa9c7d632cde4490fb8bbb12337fa3a0232e77892be656464f4b446 \
+    --hash=sha256:38201f15cdb1f8a6843e6563e6e79f4abd053394992b9bbdf5213ea3469b4ae7 \
+    --hash=sha256:59fdb013df17455e5f950b4b834a7b3ee2e0271e6378ccb33aa74d178b513c73 \
+    --hash=sha256:607989f2ea68a46cb1dfbaf3e3aabdf3f21d8748312dbeb6263d1b3b66c5010a \
+    --hash=sha256:61de6522785310a309b3407bac22d99c4db5dba349935e99e4d15ea2226af2d9 \
+    --hash=sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138 \
+    --hash=sha256:8d4e484f7b0827021ac5f9f71d4794aaef62b979ab7608593da22b1d2e3c4edc \
+    --hash=sha256:a0f307d490295717726598ef6fa4f24af9d484809223bbc253b201c740a06390 \
+    --hash=sha256:afd7594a56656ace95cdd6df4cca2e4059d294c5cfb1679c57824b605556cb2f \
+    --hash=sha256:b5120eed1442765cd90b903bb6cfef781fd8fe64e34ccaecbae4c619b7b12a82 \
+    --hash=sha256:ba0a64f450b9ef412c98f6bcd2a50c6df6e2443b560024a09fa6a03189726879 \
+    --hash=sha256:d1cbe5454c9a15df1b3443c726063d930c16f047a3cc724b9e6e1a91140e5a21 \
+    --hash=sha256:e2ef6063d7a84994129732b47e7915e8710f27f99f3a3260b8a38fc7ccd083f4 \
+    --hash=sha256:e7d094ae6312d69cc2a872b54b91b309f4f6fbce871ef28eb27b52a98e4d0214
+    # via
+    #   litellm
+    #   transformers
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2 \
+    --hash=sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2
+    # via
+    #   datasets
+    #   huggingface-hub
+    #   llama-stack-client
+    #   nltk
+    #   openai
+    #   peft
+    #   sentence-transformers
+    #   transformers
+transformers==4.57.3 \
+    --hash=sha256:c77d353a4851b1880191603d36acb313411d3577f6e2897814f333841f7003f4 \
+    --hash=sha256:df4945029aaddd7c09eec5cad851f30662f8bd1746721b34cc031d70c65afebc
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   peft
+    #   sentence-transformers
+    #   trl
+tree-sitter==0.25.2 \
+    --hash=sha256:0628671f0de69bb279558ef6b640bcfc97864fe0026d840f872728a86cd6b6cd \
+    --hash=sha256:0c8b6682cac77e37cfe5cf7ec388844957f48b7bd8d6321d0ca2d852994e10d5 \
+    --hash=sha256:1799609636c0193e16c38f366bda5af15b1ce476df79ddaae7dd274df9e44266 \
+    --hash=sha256:20b570690f87f1da424cd690e51cc56728d21d63f4abd4b326d382a30353acc7 \
+    --hash=sha256:260586381b23be33b6191a07cea3d44ecbd6c01aa4c6b027a0439145fcbc3358 \
+    --hash=sha256:3e65ae456ad0d210ee71a89ee112ac7e72e6c2e5aac1b95846ecc7afa68a194c \
+    --hash=sha256:44488e0e78146f87baaa009736886516779253d6d6bac3ef636ede72bc6a8234 \
+    --hash=sha256:463c032bd02052d934daa5f45d183e0521ceb783c2548501cf034b0beba92c9b \
+    --hash=sha256:4973b718fcadfb04e59e746abfbb0288694159c6aeecd2add59320c03368c721 \
+    --hash=sha256:49ee3c348caa459244ec437ccc7ff3831f35977d143f65311572b8ba0a5f265f \
+    --hash=sha256:56ac6602c7d09c2c507c55e58dc7026b8988e0475bd0002f8a386cce5e8e8adc \
+    --hash=sha256:65d3c931013ea798b502782acab986bbf47ba2c452610ab0776cf4a8ef150fc0 \
+    --hash=sha256:6d0302550bbe4620a5dc7649517c4409d74ef18558276ce758419cf09e578897 \
+    --hash=sha256:72a510931c3c25f134aac2daf4eb4feca99ffe37a35896d7150e50ac3eee06c7 \
+    --hash=sha256:7712335855b2307a21ae86efe949c76be36c6068d76df34faa27ce9ee40ff444 \
+    --hash=sha256:7d2ee1acbacebe50ba0f85fff1bc05e65d877958f00880f49f9b2af38dce1af0 \
+    --hash=sha256:a0ec41b895da717bc218a42a3a7a0bfcfe9a213d7afaa4255353901e0e21f696 \
+    --hash=sha256:a925364eb7fbb9cdce55a9868f7525a1905af512a559303bd54ef468fd88cb37 \
+    --hash=sha256:b3d11a3a3ac89bb8a2543d75597f905a9926f9c806f40fcca8242922d1cc6ad5 \
+    --hash=sha256:b3f63a1796886249bd22c559a5944d64d05d43f2be72961624278eff0dcc5cb8 \
+    --hash=sha256:b43a9e4c89d4d0839de27cd4d6902d33396de700e9ff4c5ab7631f277a85ead9 \
+    --hash=sha256:b878e296e63661c8e124177cc3084b041ba3f5936b43076d57c487822426f614 \
+    --hash=sha256:b8ca72d841215b6573ed0655b3a5cd1133f9b69a6fa561aecad40dca9029d75b \
+    --hash=sha256:b8d4429954a3beb3e844e2872610d2a4800ba4eb42bb1990c6a4b1949b18459f \
+    --hash=sha256:bd88fbb0f6c3a0f28f0a68d72df88e9755cf5215bae146f5a1bdc8362b772053 \
+    --hash=sha256:bda059af9d621918efb813b22fb06b3fe00c3e94079c6143fcb2c565eb44cb87 \
+    --hash=sha256:c0c0ab5f94938a23fe81928a21cc0fac44143133ccc4eb7eeb1b92f84748331c \
+    --hash=sha256:c2f8e7d6b2f8489d4a9885e3adcaef4bc5ff0a275acd990f120e29c4ab3395c5 \
+    --hash=sha256:cc0351cfe5022cec5a77645f647f92a936b38850346ed3f6d6babfbeeeca4d26 \
+    --hash=sha256:d77605e0d353ba3fe5627e5490f0fbfe44141bafa4478d88ef7954a61a848dae \
+    --hash=sha256:dd12d80d91d4114ca097626eb82714618dcdfacd6a5e0955216c6485c350ef99 \
+    --hash=sha256:ddabfff809ffc983fc9963455ba1cecc90295803e06e140a4c83e94c1fa3d960 \
+    --hash=sha256:eac4e8e4c7060c75f395feec46421eb61212cb73998dbe004b7384724f3682ab \
+    --hash=sha256:f5ddcd3e291a749b62521f71fc953f66f5fd9743973fd6dd962b092773569601 \
+    --hash=sha256:fbb1706407c0e451c4f8cc016fec27d72d4b211fdd3173320b1ada7a6c74c3ac \
+    --hash=sha256:fe43c158555da46723b28b52e058ad444195afd1db3ca7720c59a254544e9c20
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+trl==0.25.1 \
+    --hash=sha256:451f0cc9146aadb46f3a755a5375668869dd93c57e936f7070a92145eb2333c7 \
+    --hash=sha256:4983310e7cf7b126f46b9cf2a4006ea160f52d9627230efe74e498211039c0c7
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+typing-extensions==4.15.0 \
+    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+    # via
+    #   aiosignal
+    #   aiosqlite
+    #   anyio
+    #   fastapi
+    #   grpcio
+    #   huggingface-hub
+    #   llama-stack-client
+    #   mcp
+    #   openai
+    #   opentelemetry-api
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+    #   opentelemetry-sdk
+    #   opentelemetry-semantic-conventions
+    #   pydantic
+    #   pydantic-core
+    #   referencing
+    #   sentence-transformers
+    #   sqlalchemy
+    #   starlette
+    #   torch
+    #   typing-inspection
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
+    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
+    # via
+    #   mcp
+    #   pydantic
+    #   pydantic-settings
+tzdata==2025.2 \
+    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8 \
+    --hash=sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9
+    # via pandas
+urllib3==2.3.0 \
+    --hash=sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df \
+    --hash=sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d
+    # via
+    #   blobfile
+    #   kubernetes
+    #   requests
+uvicorn==0.38.0 \
+    --hash=sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02 \
+    --hash=sha256:fd97093bdd120a2609fc0d3afe931d4d4ad688b6e75f0f929fde1bc36fe0e91d
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   llama-stack
+    #   mcp
+wcwidth==0.2.14 \
+    --hash=sha256:4d478375d31bc5395a3c55c40ccdf3354688364cd61c4f6adacaa9215d0b3605 \
+    --hash=sha256:a7bb560c8aee30f9957e5f9895805edd20602f2d7f720186dfd906e82b4982e1
+    # via prompt-toolkit
+websocket-client==1.9.0 \
+    --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+    # via kubernetes
+wrapt==1.17.3 \
+    --hash=sha256:02b551d101f31694fc785e58e0720ef7d9a10c4e62c1c9358ce6f63f23e30a56 \
+    --hash=sha256:042ec3bb8f319c147b1301f2393bc19dba6e176b7da446853406d041c36c7828 \
+    --hash=sha256:0610b46293c59a3adbae3dee552b648b984176f8562ee0dba099a56cfbe4df1f \
+    --hash=sha256:0b02e424deef65c9f7326d8c19220a2c9040c51dc165cddb732f16198c168396 \
+    --hash=sha256:0b1831115c97f0663cb77aa27d381237e73ad4f721391a9bfb2fe8bc25fa6e77 \
+    --hash=sha256:0ed61b7c2d49cee3c027372df5809a59d60cf1b6c2f81ee980a091f3afed6a2d \
+    --hash=sha256:0f5f51a6466667a5a356e6381d362d259125b57f059103dd9fdc8c0cf1d14139 \
+    --hash=sha256:16ecf15d6af39246fe33e507105d67e4b81d8f8d2c6598ff7e3ca1b8a37213f7 \
+    --hash=sha256:1f0b2f40cf341ee8cc1a97d51ff50dddb9fcc73241b9143ec74b30fc4f44f6cb \
+    --hash=sha256:1f23fa283f51c890eda8e34e4937079114c74b4c81d2b2f1f1d94948f5cc3d7f \
+    --hash=sha256:223db574bb38637e8230eb14b185565023ab624474df94d2af18f1cdb625216f \
+    --hash=sha256:249f88ed15503f6492a71f01442abddd73856a0032ae860de6d75ca62eed8067 \
+    --hash=sha256:24c2ed34dc222ed754247a2702b1e1e89fdbaa4016f324b4b8f1a802d4ffe87f \
+    --hash=sha256:273a736c4645e63ac582c60a56b0acb529ef07f78e08dc6bfadf6a46b19c0da7 \
+    --hash=sha256:281262213373b6d5e4bb4353bc36d1ba4084e6d6b5d242863721ef2bf2c2930b \
+    --hash=sha256:30ce38e66630599e1193798285706903110d4f057aab3168a34b7fdc85569afc \
+    --hash=sha256:33486899acd2d7d3066156b03465b949da3fd41a5da6e394ec49d271baefcf05 \
+    --hash=sha256:343e44b2a8e60e06a7e0d29c1671a0d9951f59174f3709962b5143f60a2a98bd \
+    --hash=sha256:373342dd05b1d07d752cecbec0c41817231f29f3a89aa8b8843f7b95992ed0c7 \
+    --hash=sha256:3af60380ba0b7b5aeb329bc4e402acd25bd877e98b3727b0135cb5c2efdaefe9 \
+    --hash=sha256:3e62d15d3cfa26e3d0788094de7b64efa75f3a53875cdbccdf78547aed547a81 \
+    --hash=sha256:41b1d2bc74c2cac6f9074df52b2efbef2b30bdfe5f40cb78f8ca22963bc62977 \
+    --hash=sha256:423ed5420ad5f5529db9ce89eac09c8a2f97da18eb1c870237e84c5a5c2d60aa \
+    --hash=sha256:46acc57b331e0b3bcb3e1ca3b421d65637915cfcd65eb783cb2f78a511193f9b \
+    --hash=sha256:4da9f45279fff3543c371d5ababc57a0384f70be244de7759c85a7f989cb4ebe \
+    --hash=sha256:507553480670cab08a800b9463bdb881b2edeed77dc677b0a5915e6106e91a58 \
+    --hash=sha256:53e5e39ff71b3fc484df8a522c933ea2b7cdd0d5d15ae82e5b23fde87d44cbd8 \
+    --hash=sha256:54a30837587c6ee3cd1a4d1c2ec5d24e77984d44e2f34547e2323ddb4e22eb77 \
+    --hash=sha256:5531d911795e3f935a9c23eb1c8c03c211661a5060aab167065896bbf62a5f85 \
+    --hash=sha256:55cbbc356c2842f39bcc553cf695932e8b30e30e797f961860afb308e6b1bb7c \
+    --hash=sha256:59923aa12d0157f6b82d686c3fd8e1166fa8cdfb3e17b42ce3b6147ff81528df \
+    --hash=sha256:5a03a38adec8066d5a37bea22f2ba6bbf39fcdefbe2d91419ab864c3fb515454 \
+    --hash=sha256:5a7b3c1ee8265eb4c8f1b7d29943f195c00673f5ab60c192eba2d4a7eae5f46a \
+    --hash=sha256:5d4478d72eb61c36e5b446e375bbc49ed002430d17cdec3cecb36993398e1a9e \
+    --hash=sha256:5ea5eb3c0c071862997d6f3e02af1d055f381b1d25b286b9d6644b79db77657c \
+    --hash=sha256:604d076c55e2fdd4c1c03d06dc1a31b95130010517b5019db15365ec4a405fc6 \
+    --hash=sha256:656873859b3b50eeebe6db8b1455e99d90c26ab058db8e427046dbc35c3140a5 \
+    --hash=sha256:65d1d00fbfb3ea5f20add88bbc0f815150dbbde3b026e6c24759466c8b5a9ef9 \
+    --hash=sha256:6b538e31eca1a7ea4605e44f81a48aa24c4632a277431a6ed3f328835901f4fd \
+    --hash=sha256:6fd1ad24dc235e4ab88cda009e19bf347aabb975e44fd5c2fb22a3f6e4141277 \
+    --hash=sha256:70d86fa5197b8947a2fa70260b48e400bf2ccacdcab97bb7de47e3d1e6312225 \
+    --hash=sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22 \
+    --hash=sha256:73d496de46cd2cdbdbcce4ae4bcdb4afb6a11234a1df9c085249d55166b95116 \
+    --hash=sha256:7425ac3c54430f5fc5e7b6f41d41e704db073309acfc09305816bc6a0b26bb16 \
+    --hash=sha256:74afa28374a3c3a11b3b5e5fca0ae03bef8450d6aa3ab3a1e2c30e3a75d023dc \
+    --hash=sha256:758895b01d546812d1f42204bd443b8c433c44d090248bf22689df673ccafe00 \
+    --hash=sha256:79573c24a46ce11aab457b472efd8d125e5a51da2d1d24387666cd85f54c05b2 \
+    --hash=sha256:7e18f01b0c3e4a07fe6dfdb00e29049ba17eadbc5e7609a2a3a4af83ab7d710a \
+    --hash=sha256:88547535b787a6c9ce4086917b6e1d291aa8ed914fdd3a838b3539dc95c12804 \
+    --hash=sha256:88bbae4d40d5a46142e70d58bf664a89b6b4befaea7b2ecc14e03cedb8e06c04 \
+    --hash=sha256:8cccf4f81371f257440c88faed6b74f1053eef90807b77e31ca057b2db74edb1 \
+    --hash=sha256:9baa544e6acc91130e926e8c802a17f3b16fbea0fd441b5a60f5cf2cc5c3deba \
+    --hash=sha256:a36692b8491d30a8c75f1dfee65bef119d6f39ea84ee04d9f9311f83c5ad9390 \
+    --hash=sha256:a47681378a0439215912ef542c45a783484d4dd82bac412b71e59cf9c0e1cea0 \
+    --hash=sha256:a7c06742645f914f26c7f1fa47b8bc4c91d222f76ee20116c43d5ef0912bba2d \
+    --hash=sha256:a9a2203361a6e6404f80b99234fe7fb37d1fc73487b5a78dc1aa5b97201e0f22 \
+    --hash=sha256:ab232e7fdb44cdfbf55fc3afa31bcdb0d8980b9b95c38b6405df2acb672af0e0 \
+    --hash=sha256:ad85e269fe54d506b240d2d7b9f5f2057c2aa9a2ea5b32c66f8902f768117ed2 \
+    --hash=sha256:af338aa93554be859173c39c85243970dc6a289fa907402289eeae7543e1ae18 \
+    --hash=sha256:afd964fd43b10c12213574db492cb8f73b2f0826c8df07a68288f8f19af2ebe6 \
+    --hash=sha256:b32888aad8b6e68f83a8fdccbf3165f5469702a7544472bdf41f582970ed3311 \
+    --hash=sha256:c31eebe420a9a5d2887b13000b043ff6ca27c452a9a22fa71f35f118e8d4bf89 \
+    --hash=sha256:caea3e9c79d5f0d2c6d9ab96111601797ea5da8e6d0723f77eabb0d4068d2b2f \
+    --hash=sha256:cf30f6e3c077c8e6a9a7809c94551203c8843e74ba0c960f4a98cd80d4665d39 \
+    --hash=sha256:d40770d7c0fd5cbed9d84b2c3f2e156431a12c9a37dc6284060fb4bec0b7ffd4 \
+    --hash=sha256:d8a210b158a34164de8bb68b0e7780041a903d7b00c87e906fb69928bf7890d5 \
+    --hash=sha256:dc4a8d2b25efb6681ecacad42fca8859f88092d8732b170de6a5dddd80a1c8fa \
+    --hash=sha256:df7d30371a2accfe4013e90445f6388c570f103d61019b6b7c57e0265250072a \
+    --hash=sha256:e01375f275f010fcbf7f643b4279896d04e571889b8a5b3f848423d91bf07050 \
+    --hash=sha256:e1a4120ae5705f673727d3253de3ed0e016f7cd78dc463db1b31e2463e1f3cf6 \
+    --hash=sha256:e228514a06843cae89621384cfe3a80418f3c04aadf8a3b14e46a7be704e4235 \
+    --hash=sha256:e405adefb53a435f01efa7ccdec012c016b5a1d3f35459990afc39b6be4d5056 \
+    --hash=sha256:e6b13af258d6a9ad602d57d889f83b9d5543acd471eee12eb51f5b01f8eb1bc2 \
+    --hash=sha256:e6f40a8aa5a92f150bdb3e1c44b7e98fb7113955b2e5394122fa5532fec4b418 \
+    --hash=sha256:e71d5c6ebac14875668a1e90baf2ea0ef5b7ac7918355850c0908ae82bcb297c \
+    --hash=sha256:ed7c635ae45cfbc1a7371f708727bf74690daedc49b4dba310590ca0bd28aa8a \
+    --hash=sha256:f38e60678850c42461d4202739f9bf1e3a737c7ad283638251e79cc49effb6b6 \
+    --hash=sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0 \
+    --hash=sha256:f9b2601381be482f70e5d1051a5965c25fb3625455a2bf520b5a077b22afb775 \
+    --hash=sha256:fbd3c8319de8e1dc79d346929cd71d523622da527cca14e0c1d257e31c2b8b10 \
+    --hash=sha256:fd341868a4b6714a5962c1af0bd44f7c404ef78720c7de4892901e540417111c
+    # via opentelemetry-instrumentation
+xxhash==3.6.0 \
+    --hash=sha256:01262da8798422d0685f7cef03b2bd3f4f46511b02830861df548d7def4402ad \
+    --hash=sha256:01362c4331775398e7bb34e3ab403bc9ee9f7c497bc7dee6272114055277dd3c \
+    --hash=sha256:016e9190af8f0a4e3741343777710e3d5717427f175adfdc3e72508f59e2a7f3 \
+    --hash=sha256:01be0c5b500c5362871fc9cfdf58c69b3e5c4f531a82229ddb9eb1eb14138004 \
+    --hash=sha256:0226aa89035b62b6a86d3c68df4d7c1f47a342b8683da2b60cedcddb46c4d95b \
+    --hash=sha256:02ea4cb627c76f48cd9fb37cf7ab22bd51e57e1b519807234b473faebe526796 \
+    --hash=sha256:0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f \
+    --hash=sha256:08d45aef063a4531b785cd72de4887766d01dc8f362a515693df349fdb825e0c \
+    --hash=sha256:0d50101e57aad86f4344ca9b32d091a2135a9d0a4396f19133426c88025b09f1 \
+    --hash=sha256:0e4edbfc7d420925b0dd5e792478ed393d6e75ff8fc219a6546fb446b6a417b1 \
+    --hash=sha256:0f7b7e2ec26c1666ad5fc9dbfa426a6a3367ceaf79db5dd76264659d509d73b0 \
+    --hash=sha256:1244460adc3a9be84731d72b8e80625788e5815b68da3da8b83f78115a40a7ec \
+    --hash=sha256:15e0dac10eb9309508bfc41f7f9deaa7755c69e35af835db9cb10751adebc35d \
+    --hash=sha256:18b242455eccdfcd1fa4134c431a30737d2b4f045770f8fe84356b3469d4b919 \
+    --hash=sha256:1cf9dcc4ab9cff01dfbba78544297a3a01dafd60f3bde4e2bfd016cf7e4ddc67 \
+    --hash=sha256:1fc1ed882d1e8df932a66e2999429ba6cc4d5172914c904ab193381fba825360 \
+    --hash=sha256:2577b276e060b73b73a53042ea5bd5203d3e6347ce0d09f98500f418a9fcf799 \
+    --hash=sha256:25915e6000338999236f1eb68a02a32c3275ac338628a7eaa5a269c401995679 \
+    --hash=sha256:26734cdc2d4ffe449b41d186bbeac416f704a482ed835d375a5c0cb02bc63fef \
+    --hash=sha256:2762bfff264c4e73c0e507274b40634ff465e025f0eaf050897e88ec8367575d \
+    --hash=sha256:277175a73900ad43a8caeb8b99b9604f21fe8d7c842f2f9061a364a7e220ddb7 \
+    --hash=sha256:297b7fbf86c82c550e12e8fb71968b3f033d27b874276ba3624ea868c11165a8 \
+    --hash=sha256:2aa5ee3444c25b69813663c9f8067dcfaa2e126dc55e8dddf40f4d1c25d7effa \
+    --hash=sha256:2ab89a6b80f22214b43d98693c30da66af910c04f9858dd39c8e570749593d7e \
+    --hash=sha256:2b6821e94346f96db75abaa6e255706fb06ebd530899ed76d32cd99f20dc52fa \
+    --hash=sha256:2f171a900d59d51511209f7476933c34a0c2c711078d3c80e74e0fe4f38680ec \
+    --hash=sha256:339f518c3c7a850dd033ab416ea25a692759dc7478a71131fe8869010d2b75e4 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad \
+    --hash=sha256:3cd01fa2aa00d8b017c97eb46b9a794fbdca53fc14f845f5a328c71254b0abb7 \
+    --hash=sha256:3ed0df1b11a79856df5ffcab572cbd6b9627034c1c748c5566fa79df9048a7c5 \
+    --hash=sha256:40c391dd3cd041ebc3ffe6f2c862f402e306eb571422e0aa918d8070ba31da11 \
+    --hash=sha256:418daf3db71e1413cfe211c2f9a528456936645c17f46b5204705581a45390ae \
+    --hash=sha256:42c36dd7dbad2f5238950c377fcbf6811b1cdb1c444fab447960030cea60504d \
+    --hash=sha256:44e342e8cc11b4e79dae5c57f2fb6360c3c20cc57d32049af8f567f5b4bcb5f4 \
+    --hash=sha256:457b8f85dec5825eed7b69c11ae86834a018b8e3df5e77783c999663da2f96d6 \
+    --hash=sha256:45aae0c9df92e7fa46fbb738737324a563c727990755ec1965a6a339ea10a1df \
+    --hash=sha256:48e6f2ffb07a50b52465a1032c3cf1f4a5683f944acaca8a134a2f23674c2058 \
+    --hash=sha256:4903530e866b7a9c1eadfd3fa2fbe1b97d3aed4739a80abf506eb9318561c850 \
+    --hash=sha256:49e03e6fe2cac4a1bc64952dd250cf0dbc5ef4ebb7b8d96bce82e2de163c82a2 \
+    --hash=sha256:4a082ffff8c6ac07707fb6b671caf7c6e020c75226c561830b73d862060f281d \
+    --hash=sha256:4b54219177f6c6674d5378bd862c6aedf64725f70dd29c472eaae154df1a2e89 \
+    --hash=sha256:4ccbff013972390b51a18ef1255ef5ac125c92dc9143b2d1909f59abc765540e \
+    --hash=sha256:4da8168ae52c01ac64c511d6f4a709479da8b7a4a1d7621ed51652f93747dffa \
+    --hash=sha256:4f6f72232f849eb9d0141e2ebe2677ece15adfd0fa599bc058aad83c714bb2c6 \
+    --hash=sha256:50fc255f39428a27299c20e280d6193d8b63b8ef8028995323bf834a026b4fbb \
+    --hash=sha256:51312c768403d8540487dbbfb557454cfc55589bbde6424456951f7fcd4facb3 \
+    --hash=sha256:51a73fb7cb3a3ead9f7a8b583ffd9b8038e277cdb8cb87cf890e88b3456afa0b \
+    --hash=sha256:5576b002a56207f640636056b4160a378fe36a58db73ae5c27a7ec8db35f71d4 \
+    --hash=sha256:568a6d743219e717b07b4e03b0a828ce593833e498c3b64752e0f5df6bfe84db \
+    --hash=sha256:5851f033c3030dd95c086b4a36a2683c2ff4a799b23af60977188b057e467119 \
+    --hash=sha256:599e64ba7f67472481ceb6ee80fa3bd828fd61ba59fb11475572cc5ee52b89ec \
+    --hash=sha256:5c1343d49ac102799905e115aee590183c3921d475356cb24b4de29a4bc56518 \
+    --hash=sha256:5dc1e14d14fa0f5789ec29a7062004b5933964bb9b02aae6622b8f530dc40296 \
+    --hash=sha256:5f059d9faeacd49c0215d66f4056e1326c80503f51a1532ca336a385edadd033 \
+    --hash=sha256:6105ef7e62b5ac73a837778efc331a591d8442f8ef5c7e102376506cb4ae2729 \
+    --hash=sha256:627f0af069b0ea56f312fd5189001c24578868643203bca1abbc2c52d3a6f3ca \
+    --hash=sha256:63275a8aba7865e44b1813d2177e0f5ea7eadad3dd063a21f7cf9afdc7054063 \
+    --hash=sha256:653a91d7c2ab54a92c19ccf43508b6a555440b9be1bc8be553376778be7f20b5 \
+    --hash=sha256:6551880383f0e6971dc23e512c9ccc986147ce7bfa1cd2e4b520b876c53e9f3d \
+    --hash=sha256:6812c25fe0d6c36a46ccb002f40f27ac903bf18af9f6dd8f9669cb4d176ab18f \
+    --hash=sha256:6965e0e90f1f0e6cb78da568c13d4a348eeb7f40acfd6d43690a666a459458b8 \
+    --hash=sha256:6f2580ffab1a8b68ef2b901cde7e55fa8da5e4be0977c68f78fc80f3c143de42 \
+    --hash=sha256:6fb5f5476bef678f69db04f2bd1efbed3030d2aba305b0fc1773645f187d6a4e \
+    --hash=sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392 \
+    --hash=sha256:780b90c313348f030b811efc37b0fa1431163cb8db8064cf88a7936b6ce5f222 \
+    --hash=sha256:78e7f2f4c521c30ad5e786fdd6bae89d47a32672a80195467b5de0480aa97b1f \
+    --hash=sha256:794fe9145fe60191c6532fa95063765529770edcdd67b3d537793e8004cabbfd \
+    --hash=sha256:7a0b169aafb98f4284f73635a8e93f0735f9cbde17bd5ec332480484241aaa77 \
+    --hash=sha256:7c35c4cdc65f2a29f34425c446f2f5cdcd0e3c34158931e1cc927ece925ab802 \
+    --hash=sha256:7d14a6cfaf03b1b6f5f9790f76880601ccc7896aff7ab9cd8978a939c1eb7e0d \
+    --hash=sha256:7d8b8aaa30fca4f16f0c84a5c8d7ddee0e25250ec2796c973775373257dde8f1 \
+    --hash=sha256:7dac94fad14a3d1c92affb661021e1d5cbcf3876be5f5b4d90730775ccb7ac41 \
+    --hash=sha256:843b52f6d88071f87eba1631b684fcb4b2068cd2180a0224122fe4ef011a9374 \
+    --hash=sha256:858dc935963a33bc33490128edc1c12b0c14d9c7ebaa4e387a7869ecc4f3e263 \
+    --hash=sha256:87ff03d7e35c61435976554477a7f4cd1704c3596a89a8300d5ce7fc83874a71 \
+    --hash=sha256:881b47fc47e051b37d94d13e7455131054b56749b91b508b0907eb07900d1c13 \
+    --hash=sha256:89952ea539566b9fed2bbd94e589672794b4286f342254fad28b149f9615fef8 \
+    --hash=sha256:8a8f1972e75ebdd161d7896743122834fe87378160c20e97f8b09166213bf8cc \
+    --hash=sha256:8b29ee68625ab37b04c0b40c3fafdf24d2f75ccd778333cfb698f65f6c463f62 \
+    --hash=sha256:8cb2f4f679b01513b7adbb9b1b2f0f9cdc31b70007eaf9d59d0878809f385b11 \
+    --hash=sha256:9085e798c163ce310d91f8aa6b325dda3c2944c93c6ce1edb314030d4167cc65 \
+    --hash=sha256:9176dcaddf4ca963d4deb93866d739a343c01c969231dbe21680e13a5d1a5bf0 \
+    --hash=sha256:929142361a48ee07f09121fe9e96a84950e8d4df3bb298ca5d88061969f34d7b \
+    --hash=sha256:93f107c673bccf0d592cdba077dedaf52fe7f42dcd7676eba1f6d6f0c3efffd2 \
+    --hash=sha256:97460eec202017f719e839a0d3551fbc0b2fcc9c6c6ffaa5af85bbd5de432788 \
+    --hash=sha256:9b3222c686a919a0f3253cfc12bb118b8b103506612253b5baeaac10d8027cf6 \
+    --hash=sha256:9e040d3e762f84500961791fa3709ffa4784d4dcd7690afc655c095e02fff05f \
+    --hash=sha256:a034590a727b44dd8ac5914236a7b8504144447a9682586c3327e935f33ec8cc \
+    --hash=sha256:a40a3d35b204b7cc7643cbcf8c9976d818cb47befcfac8bbefec8038ac363f3e \
+    --hash=sha256:a42e633d75cdad6d625434e3468126c73f13f7584545a9cf34e883aa1710e702 \
+    --hash=sha256:a54844be970d3fc22630b32d515e79a90d0a3ddb2644d8d7402e3c4c8da61405 \
+    --hash=sha256:a756fe893389483ee8c394d06b5ab765d96e68fbbfe6fde7aa17e11f5720559f \
+    --hash=sha256:a75ffc1bd5def584129774c158e108e5d768e10b75813f2b32650bb041066ed6 \
+    --hash=sha256:a87f271a33fad0e5bf3be282be55d78df3a45ae457950deb5241998790326f87 \
+    --hash=sha256:a881851cf38b0a70e7c4d3ce81fc7afd86fbc2a024f4cfb2a97cf49ce04b75d3 \
+    --hash=sha256:aa912c62f842dfd013c5f21a642c9c10cd9f4c4e943e0af83618b4a404d9091a \
+    --hash=sha256:aed058764db109dc9052720da65fafe84873b05eb8b07e5e653597951af57c3b \
+    --hash=sha256:af1f3278bd02814d6dedc5dec397993b549d6f16c19379721e5a1d31e132c49b \
+    --hash=sha256:b0359391c3dad6de872fefb0cf5b69d55b0655c55ee78b1bb7a568979b2ce96b \
+    --hash=sha256:b1e420ef35c503869c4064f4a2f2b08ad6431ab7b229a05cce39d74268bca6b8 \
+    --hash=sha256:b45fad44d9c5c119e9c6fbf2e1c656a46dc68e280275007bbfd3d572b21426db \
+    --hash=sha256:b465afd7909db30168ab62afe40b2fcf79eedc0b89a6c0ab3123515dc0df8b99 \
+    --hash=sha256:b47bbd8cf2d72797f3c2772eaaac0ded3d3af26481a26d7d7d41dc2d3c46b04a \
+    --hash=sha256:b5b848ad6c16d308c3ac7ad4ba6bede80ed5df2ba8ed382f8932df63158dd4b2 \
+    --hash=sha256:b7b2df81a23f8cb99656378e72501b2cb41b1827c0f5a86f87d6b06b69f9f204 \
+    --hash=sha256:b9c6df83594f7df8f7f708ce5ebeacfc69f72c9fbaaababf6cf4758eaada0c9b \
+    --hash=sha256:ba284920194615cb8edf73bf52236ce2e1664ccd4a38fdb543506413529cc546 \
+    --hash=sha256:bb79b1e63f6fd84ec778a4b1916dfe0a7c3fdb986c06addd5db3a0d413819d95 \
+    --hash=sha256:bd17fede52a17a4f9a7bc4472a5867cb0b160deeb431795c0e4abe158bc784e9 \
+    --hash=sha256:bec91b562d8012dae276af8025a55811b875baace6af510412a5e58e3121bc54 \
+    --hash=sha256:bf48889c9630542d4709192578aebbd836177c9f7a4a2778a7d6340107c65f06 \
+    --hash=sha256:c0f2ab8c715630565ab8991b536ecded9416d615538be8ecddce43ccf26cbc7c \
+    --hash=sha256:c1ce4009c97a752e682b897aa99aef84191077a9433eb237774689f14f8ec152 \
+    --hash=sha256:c2f9ccd5c4be370939a2e17602fbc49995299203da72a3429db013d44d590e86 \
+    --hash=sha256:c5294f596a9017ca5a3e3f8884c00b91ab2ad2933cf288f4923c3fd4346cf3d4 \
+    --hash=sha256:c5aa639bc113e9286137cec8fadc20e9cd732b2cc385c0b7fa673b84fc1f2a93 \
+    --hash=sha256:c6dc31591899f5e5666f04cc2e529e69b4072827085c1ef15294d91a004bc1bd \
+    --hash=sha256:c6e193e9f56e4ca4923c61238cdaced324f0feac782544eb4c6d55ad5cc99ddd \
+    --hash=sha256:cc604dc06027dbeb8281aeac5899c35fcfe7c77b25212833709f0bff4ce74d2a \
+    --hash=sha256:cfbc5b91397c8c2972fdac13fb3e4ed2f7f8ccac85cd2c644887557780a9b6e2 \
+    --hash=sha256:d0a9751f71a1a65ce3584e9cae4467651c7e70c9d31017fa57574583a4540248 \
+    --hash=sha256:d1927a69feddc24c987b337ce81ac15c4720955b667fe9b588e02254b80446fd \
+    --hash=sha256:d597acf8506d6e7101a4a44a5e428977a51c0fadbbfd3c39650cca9253f6e5a6 \
+    --hash=sha256:d706dca2d24d834a4661619dcacf51a75c16d65985718d6a7d73c1eeeb903ddf \
+    --hash=sha256:d72f67ef8bf36e05f5b6c65e8524f265bd61071471cd4cf1d36743ebeeeb06b7 \
+    --hash=sha256:dc94790144e66b14f67b10ac8ed75b39ca47536bf8800eb7c24b50271ea0c490 \
+    --hash=sha256:dea26ae1eb293db089798d3973a5fc928a18fdd97cc8801226fae705b02b14b0 \
+    --hash=sha256:e4ff728a2894e7f436b9e94c667b0f426b9c74b71f900cf37d5468c6b5da0536 \
+    --hash=sha256:e82da5670f2d0d98950317f82a0e4a0197150ff19a6df2ba40399c2a3b9ae5fb \
+    --hash=sha256:eae5c13f3bc455a3bbb68bdc513912dc7356de7e2280363ea235f71f54064829 \
+    --hash=sha256:ec44b73a4220623235f67a996c862049f375df3b1052d9899f40a6382c32d746 \
+    --hash=sha256:ee34327b187f002a596d7b167ebc59a1b729e963ce645964bbc050d2f1b73d07 \
+    --hash=sha256:f01375c0e55395b814a679b3eea205db7919ac2af213f4a6682e01220e5fe292 \
+    --hash=sha256:f0162a78b13a0d7617b2845b90c763339d1f1d82bb04a4b07f4ab535cc5e05d6 \
+    --hash=sha256:f205badabde7aafd1a31e8ca2a3e5a763107a71c397c4481d6a804eb5063d8bd \
+    --hash=sha256:f22927652cba98c44639ffdc7aaf35828dccf679b10b31c4ad72a5b530a18eb7 \
+    --hash=sha256:f572dfd3d0e2eb1a57511831cf6341242f5a9f8298a45862d085f5b93394a27d \
+    --hash=sha256:f7f99123f0e1194fa59cc69ad46dbae2e07becec5df50a0509a808f90a0f03f0 \
+    --hash=sha256:fba27a198363a7ef87f8c0f6b171ec36b674fe9053742c58dd7e3201c1ab30ee \
+    --hash=sha256:ffc578717a347baf25be8397cb10d2528802d24f94cfc005c0e44fef44b5cdd6
+    # via datasets
+yarl==1.22.0 \
+    --hash=sha256:01e73b85a5434f89fc4fe27dcda2aff08ddf35e4d47bbbea3bdcd25321af538a \
+    --hash=sha256:029866bde8d7b0878b9c160e72305bbf0a7342bcd20b9999381704ae03308dc8 \
+    --hash=sha256:078278b9b0b11568937d9509b589ee83ef98ed6d561dfe2020e24a9fd08eaa2b \
+    --hash=sha256:078a8aefd263f4d4f923a9677b942b445a2be970ca24548a8102689a3a8ab8da \
+    --hash=sha256:07a524d84df0c10f41e3ee918846e1974aba4ec017f990dc735aad487a0bdfdf \
+    --hash=sha256:088e4e08f033db4be2ccd1f34cf29fe994772fb54cfe004bbf54db320af56890 \
+    --hash=sha256:0b5bcc1a9c4839e7e30b7b30dd47fe5e7e44fb7054ec29b5bb8d526aa1041093 \
+    --hash=sha256:0cf71bf877efeac18b38d3930594c0948c82b64547c1cf420ba48722fe5509f6 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79 \
+    --hash=sha256:0dd9a702591ca2e543631c2a017e4a547e38a5c0f29eece37d9097e04a7ac683 \
+    --hash=sha256:10619d9fdee46d20edc49d3479e2f8269d0779f1b031e6f7c2aa1c76be04b7ed \
+    --hash=sha256:131a085a53bfe839a477c0845acf21efc77457ba2bcf5899618136d64f3303a2 \
+    --hash=sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff \
+    --hash=sha256:139718f35149ff544caba20fce6e8a2f71f1e39b92c700d8438a0b1d2a631a02 \
+    --hash=sha256:14291620375b1060613f4aab9ebf21850058b6b1b438f386cc814813d901c60b \
+    --hash=sha256:1834bb90991cc2999f10f97f5f01317f99b143284766d197e43cd5b45eb18d03 \
+    --hash=sha256:1ab72135b1f2db3fed3997d7e7dc1b80573c67138023852b6efb336a5eae6511 \
+    --hash=sha256:1e7ce67c34138a058fd092f67d07a72b8e31ff0c9236e751957465a24b28910c \
+    --hash=sha256:1e8fbaa7cec507aa24ea27a01456e8dd4b6fab829059b69844bd348f2d467124 \
+    --hash=sha256:22965c2af250d20c873cdbee8ff958fb809940aeb2e74ba5f20aaf6b7ac8c70c \
+    --hash=sha256:22b029f2881599e2f1b06f8f1db2ee63bd309e2293ba2d566e008ba12778b8da \
+    --hash=sha256:243dda95d901c733f5b59214d28b0120893d91777cb8aa043e6ef059d3cddfe2 \
+    --hash=sha256:2ca6fd72a8cd803be290d42f2dec5cdcd5299eeb93c2d929bf060ad9efaf5de0 \
+    --hash=sha256:2e4e1f6f0b4da23e61188676e3ed027ef0baa833a2e633c29ff8530800edccba \
+    --hash=sha256:31f0b53913220599446872d757257be5898019c85e7971599065bc55065dc99d \
+    --hash=sha256:334b8721303e61b00019474cc103bdac3d7b1f65e91f0bfedeec2d56dfe74b53 \
+    --hash=sha256:33e32a0dd0c8205efa8e83d04fc9f19313772b78522d1bdc7d9aed706bfd6138 \
+    --hash=sha256:34b36c2c57124530884d89d50ed2c1478697ad7473efd59cfd479945c95650e4 \
+    --hash=sha256:3aa27acb6de7a23785d81557577491f6c38a5209a254d1191519d07d8fe51748 \
+    --hash=sha256:3b06bcadaac49c70f4c88af4ffcfbe3dc155aab3163e75777818092478bcbbe7 \
+    --hash=sha256:3b7c88eeef021579d600e50363e0b6ee4f7f6f728cd3486b9d0f3ee7b946398d \
+    --hash=sha256:3e2daa88dc91870215961e96a039ec73e4937da13cf77ce17f9cad0c18df3503 \
+    --hash=sha256:3ea66b1c11c9150f1372f69afb6b8116f2dd7286f38e14ea71a44eee9ec51b9d \
+    --hash=sha256:42188e6a615c1a75bcaa6e150c3fe8f3e8680471a6b10150c5f7e83f47cc34d2 \
+    --hash=sha256:433885ab5431bc3d3d4f2f9bd15bfa1614c522b0f1405d62c4f926ccd69d04fa \
+    --hash=sha256:437840083abe022c978470b942ff832c3940b2ad3734d424b7eaffcd07f76737 \
+    --hash=sha256:4398557cbf484207df000309235979c79c4356518fd5c99158c7d38203c4da4f \
+    --hash=sha256:45c2842ff0e0d1b35a6bf1cd6c690939dacb617a70827f715232b2e0494d55d1 \
+    --hash=sha256:47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d \
+    --hash=sha256:4792b262d585ff0dff6bcb787f8492e40698443ec982a3568c2096433660c694 \
+    --hash=sha256:47d8a5c446df1c4db9d21b49619ffdba90e77c89ec6e283f453856c74b50b9e3 \
+    --hash=sha256:47fdb18187e2a4e18fda2c25c05d8251a9e4a521edaed757fef033e7d8498d9a \
+    --hash=sha256:4c52a6e78aef5cf47a98ef8e934755abf53953379b7d53e68b15ff4420e6683d \
+    --hash=sha256:4dcc74149ccc8bba31ce1944acee24813e93cfdee2acda3c172df844948ddf7b \
+    --hash=sha256:50678a3b71c751d58d7908edc96d332af328839eea883bb554a43f539101277a \
+    --hash=sha256:51af598701f5299012b8416486b40fceef8c26fc87dc6d7d1f6fc30609ea0aa6 \
+    --hash=sha256:594fcab1032e2d2cc3321bb2e51271e7cd2b516c7d9aee780ece81b07ff8244b \
+    --hash=sha256:595697f68bd1f0c1c159fcb97b661fc9c3f5db46498043555d04805430e79bea \
+    --hash=sha256:59c189e3e99a59cf8d83cbb31d4db02d66cda5a1a4374e8a012b51255341abf5 \
+    --hash=sha256:5a3bf7f62a289fa90f1990422dc8dff5a458469ea71d1624585ec3a4c8d6960f \
+    --hash=sha256:5c401e05ad47a75869c3ab3e35137f8468b846770587e70d71e11de797d113df \
+    --hash=sha256:5cdac20da754f3a723cceea5b3448e1a2074866406adeb4ef35b469d089adb8f \
+    --hash=sha256:5d0fcda9608875f7d052eff120c7a5da474a6796fe4d83e152e0e4d42f6d1a9b \
+    --hash=sha256:5dbeefd6ca588b33576a01b0ad58aa934bc1b41ef89dee505bf2932b22ddffba \
+    --hash=sha256:62441e55958977b8167b2709c164c91a6363e25da322d87ae6dd9c6019ceecf9 \
+    --hash=sha256:663e1cadaddae26be034a6ab6072449a8426ddb03d500f43daf952b74553bba0 \
+    --hash=sha256:669930400e375570189492dc8d8341301578e8493aec04aebc20d4717f899dd6 \
+    --hash=sha256:68986a61557d37bb90d3051a45b91fa3d5c516d177dfc6dd6f2f436a07ff2b6b \
+    --hash=sha256:6944b2dc72c4d7f7052683487e3677456050ff77fcf5e6204e98caf785ad1967 \
+    --hash=sha256:6a635ea45ba4ea8238463b4f7d0e721bad669f80878b7bfd1f89266e2ae63da2 \
+    --hash=sha256:6c5010a52015e7c70f86eb967db0f37f3c8bd503a695a49f8d45700144667708 \
+    --hash=sha256:6dcbb0829c671f305be48a7227918cfcd11276c2d637a8033a99a02b67bf9eda \
+    --hash=sha256:70dfd4f241c04bd9239d53b17f11e6ab672b9f1420364af63e8531198e3f5fe8 \
+    --hash=sha256:719ae08b6972befcba4310e49edb1161a88cdd331e3a694b84466bd938a6ab10 \
+    --hash=sha256:75976c6945d85dbb9ee6308cd7ff7b1fb9409380c82d6119bd778d8fcfe2931c \
+    --hash=sha256:7861058d0582b847bc4e3a4a4c46828a410bca738673f35a29ba3ca5db0b473b \
+    --hash=sha256:792a2af6d58177ef7c19cbf0097aba92ca1b9cb3ffdd9c7470e156c8f9b5e028 \
+    --hash=sha256:8009b3173bcd637be650922ac455946197d858b3630b6d8787aa9e5c4564533e \
+    --hash=sha256:80ddf7a5f8c86cb3eb4bc9028b07bbbf1f08a96c5c0bc1244be5e8fefcb94147 \
+    --hash=sha256:8218f4e98d3c10d683584cb40f0424f4b9fd6e95610232dd75e13743b070ee33 \
+    --hash=sha256:84fc3ec96fce86ce5aa305eb4aa9358279d1aa644b71fab7b8ed33fe3ba1a7ca \
+    --hash=sha256:852863707010316c973162e703bddabec35e8757e67fcb8ad58829de1ebc8590 \
+    --hash=sha256:8884d8b332a5e9b88e23f60bb166890009429391864c685e17bd73a9eda9105c \
+    --hash=sha256:8dee9c25c74997f6a750cd317b8ca63545169c098faee42c84aa5e506c819b53 \
+    --hash=sha256:939fe60db294c786f6b7c2d2e121576628468f65453d86b0fe36cb52f987bd74 \
+    --hash=sha256:99b6fc1d55782461b78221e95fc357b47ad98b041e8e20f47c1411d0aacddc60 \
+    --hash=sha256:9d7672ecf7557476642c88497c2f8d8542f8e36596e928e9bcba0e42e1e7d71f \
+    --hash=sha256:9f6d73c1436b934e3f01df1e1b21ff765cd1d28c77dfb9ace207f746d4610ee1 \
+    --hash=sha256:9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27 \
+    --hash=sha256:a49370e8f711daec68d09b821a34e1167792ee2d24d405cbc2387be4f158b520 \
+    --hash=sha256:a4fcfc8eb2c34148c118dfa02e6427ca278bfd0f3df7c5f99e33d2c0e81eae3e \
+    --hash=sha256:a899cbd98dce6f5d8de1aad31cb712ec0a530abc0a86bd6edaa47c1090138467 \
+    --hash=sha256:a9b1ba5610a4e20f655258d5a1fdc7ebe3d837bb0e45b581398b99eb98b1f5ca \
+    --hash=sha256:af74f05666a5e531289cb1cc9c883d1de2088b8e5b4de48004e5ca8a830ac859 \
+    --hash=sha256:b0748275abb8c1e1e09301ee3cf90c8a99678a4e92e4373705f2a2570d581273 \
+    --hash=sha256:b266bd01fedeffeeac01a79ae181719ff848a5a13ce10075adbefc8f1daee70e \
+    --hash=sha256:b4f15793aa49793ec8d1c708ab7f9eded1aa72edc5174cae703651555ed1b601 \
+    --hash=sha256:b580e71cac3f8113d3135888770903eaf2f507e9421e5697d6ee6d8cd1c7f054 \
+    --hash=sha256:b6a6f620cfe13ccec221fa312139135166e47ae169f8253f72a0abc0dae94376 \
+    --hash=sha256:b790b39c7e9a4192dc2e201a282109ed2985a1ddbd5ac08dc56d0e121400a8f7 \
+    --hash=sha256:b85b982afde6df99ecc996990d4ad7ccbdbb70e2a4ba4de0aecde5922ba98a0b \
+    --hash=sha256:b8a0588521a26bf92a57a1705b77b8b59044cdceccac7151bd8d229e66b8dedb \
+    --hash=sha256:ba440ae430c00eee41509353628600212112cd5018d5def7e9b05ea7ac34eb65 \
+    --hash=sha256:bca03b91c323036913993ff5c738d0842fc9c60c4648e5c8d98331526df89784 \
+    --hash=sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71 \
+    --hash=sha256:bec03d0d388060058f5d291a813f21c011041938a441c593374da6077fe21b1b \
+    --hash=sha256:bf4a21e58b9cde0e401e683ebd00f6ed30a06d14e93f7c8fd059f8b6e8f87b6a \
+    --hash=sha256:c0232bce2170103ec23c454e54a57008a9a72b5d1c3105dc2496750da8cfa47c \
+    --hash=sha256:c4647674b6150d2cae088fc07de2738a84b8bcedebef29802cf0b0a82ab6face \
+    --hash=sha256:c7044802eec4524fde550afc28edda0dd5784c4c45f0be151a2d3ba017daca7d \
+    --hash=sha256:c7bd6683587567e5a49ee6e336e0612bec8329be1b7d4c8af5687dcdeb67ee1e \
+    --hash=sha256:ca1f59c4e1ab6e72f0a23c13fca5430f889634166be85dbf1013683e49e3278e \
+    --hash=sha256:cb95a9b1adaa48e41815a55ae740cfda005758104049a640a398120bf02515ca \
+    --hash=sha256:cfebc0ac8333520d2d0423cbbe43ae43c8838862ddb898f5ca68565e395516e9 \
+    --hash=sha256:d332fc2e3c94dad927f2112395772a4e4fedbcf8f80efc21ed7cdfae4d574fdb \
+    --hash=sha256:d3e32536234a95f513bd374e93d717cf6b2231a791758de6c509e3653f234c95 \
+    --hash=sha256:d5372ca1df0f91a86b047d1277c2aaf1edb32d78bbcefffc81b40ffd18f027ed \
+    --hash=sha256:d77e1b2c6d04711478cb1c4ab90db07f1609ccf06a287d5607fcd90dc9863acf \
+    --hash=sha256:d947071e6ebcf2e2bee8fce76e10faca8f7a14808ca36a910263acaacef08eca \
+    --hash=sha256:dd7afd3f8b0bfb4e0d9fc3c31bfe8a4ec7debe124cfd90619305def3c8ca8cd2 \
+    --hash=sha256:de6b9a04c606978fdfe72666fa216ffcf2d1a9f6a381058d4378f8d7b1e5de62 \
+    --hash=sha256:e1651bf8e0398574646744c1885a41198eba53dc8a9312b954073f845c90a8df \
+    --hash=sha256:e1b329cb8146d7b736677a2440e422eadd775d1806a81db2d4cded80a48efc1a \
+    --hash=sha256:e1b51bebd221006d3d2f95fbe124b22b247136647ae5dcc8c7acafba66e5ee67 \
+    --hash=sha256:e340382d1afa5d32b892b3ff062436d592ec3d692aeea3bef3a5cfe11bbf8c6f \
+    --hash=sha256:e4b582bab49ac33c8deb97e058cd67c2c50dac0dd134874106d9c774fd272529 \
+    --hash=sha256:e51ac5435758ba97ad69617e13233da53908beccc6cfcd6c34bbed8dcbede486 \
+    --hash=sha256:e5542339dcf2747135c5c85f68680353d5cb9ffd741c0f2e8d832d054d41f35a \
+    --hash=sha256:e6438cc8f23a9c1478633d216b16104a586b9761db62bfacb6425bac0a36679e \
+    --hash=sha256:e81fda2fb4a07eda1a2252b216aa0df23ebcd4d584894e9612e80999a78fd95b \
+    --hash=sha256:ea70f61a47f3cc93bdf8b2f368ed359ef02a01ca6393916bc8ff877427181e74 \
+    --hash=sha256:ebd4549b108d732dba1d4ace67614b9545b21ece30937a63a65dd34efa19732d \
+    --hash=sha256:efb07073be061c8f79d03d04139a80ba33cbd390ca8f0297aae9cce6411e4c6b \
+    --hash=sha256:f0d97c18dfd9a9af4490631905a3f131a8e4c9e80a39353919e2cfed8f00aedc \
+    --hash=sha256:f1e09112a2c31ffe8d80be1b0988fa6a18c5d5cad92a9ffbb1c04c91bfe52ad2 \
+    --hash=sha256:f3d7a87a78d46a2e3d5b72587ac14b4c16952dd0887dbb051451eceac774411e \
+    --hash=sha256:f4afb5c34f2c6fecdcc182dfcfc6af6cccf1aa923eed4d6a12e9d96904e1a0d8 \
+    --hash=sha256:f6d2cb59377d99718913ad9a151030d6f83ef420a2b8f521d94609ecc106ee82 \
+    --hash=sha256:f87ac53513d22240c7d59203f25cc3beac1e574c6cd681bbfd321987b69f95fd \
+    --hash=sha256:ff86011bd159a9d2dfc89c34cfd8aff12875980e3bd6a39ff097887520e60249
+    # via aiohttp
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e \
+    --hash=sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166
+    # via importlib-metadata
diff --git a/requirements.hermetic.txt b/requirements.hermetic.txt
new file mode 100644
index 00000000..9638e700
--- /dev/null
+++ b/requirements.hermetic.txt
@@ -0,0 +1,2 @@
+uv==0.8.15
+pip==24.2
\ No newline at end of file
diff --git a/requirements.torch.txt b/requirements.torch.txt
new file mode 100644
index 00000000..c81da137
--- /dev/null
+++ b/requirements.torch.txt
@@ -0,0 +1,24 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile - -o requirements.torch.txt --generate-hashes --python-version 3.12 --torch-backend cpu --emit-index-url --no-deps --index-url https://download.pytorch.org/whl/cpu
+--index-url https://download.pytorch.org/whl/cpu
+
+torch==2.7.1+cpu \
+    --hash=sha256:0bc887068772233f532b51a3e8c8cfc682ae62bef74bf4e0c53526c8b9e4138f \
+    --hash=sha256:1f04a373a3f643821f721da9898ef77dce73b5b6bfc64486f0976f7fb5f90e83 \
+    --hash=sha256:355614185a2aea7155f9c88a20bfd49de5f3063866f3cf9b2f21b6e9e59e31e0 \
+    --hash=sha256:3bf2db5adf77b433844f080887ade049c4705ddf9fe1a32023ff84ff735aa5ad \
+    --hash=sha256:464bca1bc9452f2ccd676514688896e66b9488f2a0268ecd3ac497cf09c5aac1 \
+    --hash=sha256:56136a2aca6707df3c8811e46ea2d379eaafd18e656e2fd51e8e4d0ca995651b \
+    --hash=sha256:5fe6045b8f426bf2d0426e4fe009f1667a954ec2aeb82f1bd0bf60c6d7a85445 \
+    --hash=sha256:7b977eccbc85ae2bd19d6998de7b1f1f4bd3c04eaffd3015deb7934389783399 \
+    --hash=sha256:84ea1f6a1d15663037d01b121d6e33bb9da3c90af8e069e5072c30f413455a57 \
+    --hash=sha256:8f8b3cfc53010a4b4a3c7ecb88c212e9decc4f5eeb6af75c3c803937d2d60947 \
+    --hash=sha256:a1684793e352f03fa14f78857e55d65de4ada8405ded1da2bf4f452179c4b779 \
+    --hash=sha256:a2618775f32eb4126c5b2050686da52001a08cffa331637d9cf51c8250931e00 \
+    --hash=sha256:a4551cb97b83df5f93fc0d7538332535828581e1db2f179afc287027afbdd6e8 \
+    --hash=sha256:b4cc706973655151f198d027ed34c92ab31a3db55676b44251194e1280631426 \
+    --hash=sha256:b66f77f6f67317344ee083aa7ac4751a14395fcb38060d564bf513978d267153 \
+    --hash=sha256:c0df17cee97653d09a4e84488a33d21217f9b24208583c55cf28f0045aab0766 \
+    --hash=sha256:d205cac087d60bc176bdc0b63a1d00dc7a4ee5ac76fd20a2ca318ac65674167e \
+    --hash=sha256:d25435bdc4780d3cb512aad55142aca9584ae1fe8f8691cda6d32f19faf5d58e \
+    --hash=sha256:eb17646792ac4374ffc87e42369f45d21eff17c790868963b90483ef0b6db4ef
diff --git a/requirements.x86_64.txt b/requirements.x86_64.txt
new file mode 100644
index 00000000..f32cda2b
--- /dev/null
+++ b/requirements.x86_64.txt
@@ -0,0 +1,1996 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml -o requirements.x86_64.txt --generate-hashes --group llslibdev --python-platform x86_64-unknown-linux-gnu --torch-backend cpu --python-version 3.12
+accelerate==1.11.0 \
+    --hash=sha256:a628fa6beb069b8e549460fc449135d5bd8d73e7a11fd09f0bc9fc4ace7f06f1 \
+    --hash=sha256:bb1caf2597b4cd632b917b5000c591d10730bb024a79746f1ee205bba80bd229
+    # via
+    #   peft
+    #   trl
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+    # via aiohttp
+aiohttp==3.13.2 \
+    --hash=sha256:0740f31a60848d6edb296a0df827473eede90c689b8f9f2a4cdde74889eb2254 \
+    --hash=sha256:088912a78b4d4f547a1f19c099d5a506df17eacec3c6f4375e2831ec1d995742 \
+    --hash=sha256:1237c1375eaef0db4dcd7c2559f42e8af7b87ea7d295b118c60c36a6e61cb811 \
+    --hash=sha256:16f15a4eac3bc2d76c45f7ebdd48a65d41b242eb6c31c2245463b40b34584ded \
+    --hash=sha256:228a1cd556b3caca590e9511a89444925da87d35219a49ab5da0c36d2d943a6a \
+    --hash=sha256:27e569eb9d9e95dbd55c0fc3ec3a9335defbf1d8bc1d20171a49f3c4c607b93e \
+    --hash=sha256:364e25edaabd3d37b1db1f0cbcee8c73c9a3727bfa262b83e5e4cf3489a2a9dc \
+    --hash=sha256:39d02cb6025fe1aabca329c5632f48c9532a3dabccd859e7e2f110668972331f \
+    --hash=sha256:40176a52c186aefef6eb3cad2cdd30cd06e3afbe88fe8ab2af9c0b90f228daca \
+    --hash=sha256:4356474ad6333e41ccefd39eae869ba15a6c5299c9c01dfdcfdd5c107be4363e \
+    --hash=sha256:5276807b9de9092af38ed23ce120539ab0ac955547b38563a9ba4f5b07b95293 \
+    --hash=sha256:550bf765101ae721ee1d37d8095f47b1f220650f85fe1af37a90ce75bab89d04 \
+    --hash=sha256:585542825c4bc662221fb257889e011a5aa00f1ae4d75d1d246a5225289183e3 \
+    --hash=sha256:7519bdc7dfc1940d201651b52bf5e03f5503bda45ad6eacf64dda98be5b2b6be \
+    --hash=sha256:8709a0f05d59a71f33fd05c17fc11fcb8c30140506e13c2f5e8ee1b8964e1b45 \
+    --hash=sha256:8aa7c807df234f693fed0ecd507192fc97692e61fee5702cdc11155d2e5cadc8 \
+    --hash=sha256:9434bc0d80076138ea986833156c5a48c9c7a8abb0c96039ddbb4afc93184169 \
+    --hash=sha256:96581619c57419c3d7d78703d5b78c1e5e5fc0172d60f555bdebaced82ded19a \
+    --hash=sha256:9eb3e33fdbe43f88c3c75fa608c25e7c47bbd80f48d012763cb67c47f39a7e16 \
+    --hash=sha256:a2713a95b47374169409d18103366de1050fe0ea73db358fc7a7acb2880422d4 \
+    --hash=sha256:a88d13e7ca367394908f8a276b89d04a3652044612b9a408a0bb22a5ed976a1a \
+    --hash=sha256:ac6cde5fba8d7d8c6ac963dbb0256a9854e9fafff52fbcc58fdf819357892c3e \
+    --hash=sha256:b1e56bab2e12b2b9ed300218c351ee2a3d8c8fdab5b1ec6193e11a817767e47b \
+    --hash=sha256:ba2715d842ffa787be87cbfce150d5e88c87a98e0b62e0f5aa489169a393dbbb \
+    --hash=sha256:bb7fb776645af5cc58ab804c58d7eba545a97e047254a52ce89c157b5af6cd0b \
+    --hash=sha256:c5c94825f744694c4b8db20b71dba9a257cd2ba8e010a803042123f3a25d50d7 \
+    --hash=sha256:d8a9b889aeabd7a4e9af0b7f4ab5ad94d42e7ff679aaec6d0db21e3b639ad58d \
+    --hash=sha256:e0c8e31cfcc4592cb200160344b2fb6ae0f9e4effe06c644b5a125d4ae5ebe23 \
+    --hash=sha256:e1b4951125ec10c70802f2cb09736c895861cd39fd9dcb35107b4dc8ae6220b8 \
+    --hash=sha256:e67446b19e014d37342f7195f592a2a948141d15a312fe0e700c2fd2f03124f6 \
+    --hash=sha256:eeacf451c99b4525f700f078becff32c32ec327b10dcf31306a8a52d78166de7 \
+    --hash=sha256:f2bef8237544f4e42878c61cef4e2839fee6346dc60f5739f876a9c50be7fcdb \
+    --hash=sha256:fa89cb11bc71a63b69568d5b8a25c3ca25b6d54c15f907ca1c130d72f320b76b \
+    --hash=sha256:fe91b87fc295973096251e2d25a811388e7d8adf3bd2b97ef6ae78bc4ac6c476 \
+    --hash=sha256:ff15c147b2ad66da1f2cbb0622313f2242d8e6e8f9b79b5206c84523a4473248
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   fsspec
+    #   litellm
+    #   llama-stack
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e \
+    --hash=sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7
+    # via aiohttp
+aiosqlite==0.21.0 \
+    --hash=sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3 \
+    --hash=sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   llama-stack
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
+    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+    # via fastapi
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
+    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+    # via pydantic
+anyio==4.11.0 \
+    --hash=sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc \
+    --hash=sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4
+    # via
+    #   httpx
+    #   llama-stack-client
+    #   mcp
+    #   openai
+    #   sse-starlette
+    #   starlette
+asyncpg==0.30.0 \
+    --hash=sha256:04ff0785ae7eed6cc138e73fc67b8e51d54ee7a3ce9b63666ce55a0bf095f7ba \
+    --hash=sha256:05b185ebb8083c8568ea8a40e896d5f7af4b8554b64d7719c0eaa1eb5a5c3a70 \
+    --hash=sha256:0f5712350388d0cd0615caec629ad53c81e506b1abaaf8d14c93f54b35e3595a \
+    --hash=sha256:1292b84ee06ac8a2ad8e51c7475aa309245874b61333d97411aab835c4a2f737 \
+    --hash=sha256:46973045b567972128a27d40001124fbc821c87a6cade040cfcd4fa8a30bcdc4 \
+    --hash=sha256:68d71a1be3d83d0570049cd1654a9bdfe506e794ecc98ad0873304a9f35e411e \
+    --hash=sha256:6c2a2ef565400234a633da0eafdce27e843836256d40705d83ab7ec42074efb3 \
+    --hash=sha256:9110df111cabc2ed81aad2f35394a00cadf4f2e0635603db6ebbd0fc896f46a4 \
+    --hash=sha256:9a0292c6af5c500523949155ec17b7fe01a00ace33b68a476d6b5059f9630305 \
+    --hash=sha256:9b6fde867a74e8c76c71e2f64f80c64c0f3163e687f1763cfaf21633ec24ec33 \
+    --hash=sha256:aca1548e43bbb9f0f627a04666fedaca23db0a31a84136ad1f868cb15deb6e3a \
+    --hash=sha256:ae374585f51c2b444510cdf3595b97ece4f233fde739aa14b50e0d64e8a7a590 \
+    --hash=sha256:c47806b1a8cbb0a0db896f4cd34d89942effe353a5035c62734ab13b9f938da3 \
+    --hash=sha256:c551e9928ab6707602f44811817f82ba3c446e018bfe1d3abecc8ba5f3eac851 \
+    --hash=sha256:c902a60b52e506d38d7e80e0dd5399f657220f24635fee368117b8b5fce1142e \
+    --hash=sha256:db9891e2d76e6f425746c5d2da01921e9a16b5a71a1c905b13f30e12a257c4af \
+    --hash=sha256:f59b430b8e27557c3fb9869222559f7417ced18688375825f8f12302c34e915e
+    # via llama-stack
+attrs==25.4.0 \
+    --hash=sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11 \
+    --hash=sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
+    # via
+    #   aiohttp
+    #   jsonschema
+    #   referencing
+authlib==1.6.5 \
+    --hash=sha256:3e0e0507807f842b02175507bdee8957a1d5707fd4afb17c32fb43fee90b6e3a \
+    --hash=sha256:6aaf9c79b7cc96c900f0b284061691c5d4e61221640a948fe690b556a6d6d10b
+    # via lightspeed-stack (pyproject.toml)
+autoevals==0.0.130 \
+    --hash=sha256:92f87ab95a575b56d9d7377e6f1399932d09180d2f3a8266b4f693f46f49b86d \
+    --hash=sha256:ffb7b3a21070d2a4e593bb118180c04e43531e608bffd854624377bd857ceec0
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+blobfile==3.1.0 \
+    --hash=sha256:2b4c5e766ebb7dfa20e4990cf6ec3d2106bdc91d632fb9377f170a234c5a5c6a \
+    --hash=sha256:d45b6b1fa3b0920732314c23ddbdb4f494ca12f787c2b6eb6bba6faa51382671
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+cachetools==6.2.1 \
+    --hash=sha256:09868944b6dde876dfd44e1d47e18484541eaf12f26f29b7af91b26cc892d701 \
+    --hash=sha256:3f391e4bd8f8bf0931169baf7456cc822705f4e2a31f840d218f445b9a854201
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   google-auth
+certifi==2025.11.12 \
+    --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b \
+    --hash=sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316
+    # via
+    #   httpcore
+    #   httpx
+    #   kubernetes
+    #   requests
+cffi==2.0.0 \
+    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
+    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
+    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
+    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
+    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
+    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
+    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
+    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
+    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
+    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
+    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
+    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
+    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
+    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
+    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
+    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
+    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
+    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
+    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
+    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
+    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
+    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
+    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
+    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
+    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2
+    # via cryptography
+charset-normalizer==3.4.4 \
+    --hash=sha256:0a98e6759f854bd25a58a73fa88833fba3b7c491169f86ce1180c948ab3fd394 \
+    --hash=sha256:11d694519d7f29d6cd09f6ac70028dba10f92f6cdd059096db198c283794ac86 \
+    --hash=sha256:21d142cc6c0ec30d2efee5068ca36c128a30b0f2c53c1c07bd78cb6bc1d3be5f \
+    --hash=sha256:2437418e20515acec67d86e12bf70056a33abdacb5cb1655042f6538d6b085a8 \
+    --hash=sha256:3162d5d8ce1bb98dd51af660f2121c55d0fa541b46dff7bb9b9f86ea1d87de72 \
+    --hash=sha256:362d61fd13843997c1c446760ef36f240cf81d3ebf74ac62652aebaf7838561e \
+    --hash=sha256:376bec83a63b8021bb5c8ea75e21c4ccb86e7e45ca4eb81146091b56599b80c3 \
+    --hash=sha256:542d2cee80be6f80247095cc36c418f7bddd14f4a6de45af91dfad36d817bba2 \
+    --hash=sha256:554af85e960429cf30784dd47447d5125aaa3b99a6f0683589dbd27e2f45da44 \
+    --hash=sha256:5833d2c39d8896e4e19b689ffc198f08ea58116bee26dea51e362ecc7cd3ed26 \
+    --hash=sha256:5bd2293095d766545ec1a8f612559f6b40abc0eb18bb2f5d1171872d34036ede \
+    --hash=sha256:5bfbb1b9acf3334612667b61bd3002196fe2a1eb4dd74d247e0f2a4d50ec9bbf \
+    --hash=sha256:5dbe56a36425d26d6cfb40ce79c314a2e4dd6211d51d6d2191c00bed34f354cc \
+    --hash=sha256:6b39f987ae8ccdf0d2642338faf2abb1862340facc796048b604ef14919e55ed \
+    --hash=sha256:74018750915ee7ad843a774364e13a3db91682f26142baddf775342c3f5b1133 \
+    --hash=sha256:74bb723680f9f7a6234dcf67aea57e708ec1fbdf5699fb91dfd6f511b0a320ef \
+    --hash=sha256:780236ac706e66881f3b7f2f32dfe90507a09e67d1d454c762cf642e6e1586e0 \
+    --hash=sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f \
+    --hash=sha256:81d5eb2a312700f4ecaa977a8235b634ce853200e828fbadf3a9c50bab278328 \
+    --hash=sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a \
+    --hash=sha256:9a26f18905b8dd5d685d6d07b0cdf98a79f3c7a918906af7cc143ea2e164c8bc \
+    --hash=sha256:9b35f4c90079ff2e2edc5b26c0c77925e5d2d255c42c74fdb70fb49b172726ac \
+    --hash=sha256:a79cfe37875f822425b89a82333404539ae63dbdddf97f84dcbc3d339aae9525 \
+    --hash=sha256:a8a8b89589086a25749f471e6a900d3f662d1d3b6e2e59dcecf787b1cc3a1894 \
+    --hash=sha256:ac1c4a689edcc530fc9d9aa11f5774b9e2f33f9a0c6a57864e90908f5208d30a \
+    --hash=sha256:af2d8c67d8e573d6de5bc30cdb27e9b95e49115cd9baad5ddbd1a6207aaa82a9 \
+    --hash=sha256:b435cba5f4f750aa6c0a0d92c541fb79f69a387c91e61f1795227e4ed9cece14 \
+    --hash=sha256:b5b290ccc2a263e8d185130284f8501e3e36c5e02750fc6b6bdeb2e9e96f1e25 \
+    --hash=sha256:bc7637e2f80d8530ee4a78e878bce464f70087ce73cf7c1caf142416923b98f1 \
+    --hash=sha256:c0463276121fdee9c49b98908b3a89c39be45d86d1dbaa22957e38f6321d4ce3 \
+    --hash=sha256:d055ec1e26e441f6187acf818b73564e6e6282709e9bcb5b63f5b23068356a15 \
+    --hash=sha256:e1f185f86a6f3403aa2420e815904c67b2f9ebc443f045edd0de921108345794 \
+    --hash=sha256:f1e34719c6ed0b92f418c7c780480b26b5d9c50349e9a9af7d76bf757530350d \
+    --hash=sha256:f8bf04158c6b607d747e93949aa60618b61312fe647a6369f88ce2ff16043490
+    # via requests
+chevron==0.14.0 \
+    --hash=sha256:87613aafdf6d77b6a90ff073165a61ae5086e21ad49057aa0e53681601800ebf \
+    --hash=sha256:fbf996a709f8da2e745ef763f482ce2d311aa817d287593a5b990d6d6e4f0443
+    # via autoevals
+click==8.3.0 \
+    --hash=sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc \
+    --hash=sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4
+    # via
+    #   litellm
+    #   llama-stack-client
+    #   nltk
+    #   uvicorn
+contourpy==1.3.3 \
+    --hash=sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69 \
+    --hash=sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc \
+    --hash=sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880 \
+    --hash=sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5 \
+    --hash=sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263 \
+    --hash=sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3 \
+    --hash=sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e \
+    --hash=sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286 \
+    --hash=sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301 \
+    --hash=sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7 \
+    --hash=sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411 \
+    --hash=sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1 \
+    --hash=sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9 \
+    --hash=sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a \
+    --hash=sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b \
+    --hash=sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6 \
+    --hash=sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea \
+    --hash=sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67 \
+    --hash=sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5 \
+    --hash=sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99 \
+    --hash=sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b \
+    --hash=sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8 \
+    --hash=sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d \
+    --hash=sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7 \
+    --hash=sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659 \
+    --hash=sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20 \
+    --hash=sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb \
+    --hash=sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d \
+    --hash=sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8 \
+    --hash=sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7 \
+    --hash=sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1 \
+    --hash=sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216 \
+    --hash=sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae \
+    --hash=sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9
+    # via matplotlib
+cryptography==46.0.3 \
+    --hash=sha256:01ca9ff2885f3acc98c29f1860552e37f6d7c7d013d7334ff2a9de43a449315d \
+    --hash=sha256:09859af8466b69bc3c27bdf4f5d84a665e0f7ab5088412e9e2ec49758eca5cbc \
+    --hash=sha256:0abf1ffd6e57c67e92af68330d05760b7b7efb243aab8377e583284dbab72c71 \
+    --hash=sha256:1000713389b75c449a6e979ffc7dcc8ac90b437048766cef052d4d30b8220971 \
+    --hash=sha256:109d4ddfadf17e8e7779c39f9b18111a09efb969a301a31e987416a0191ed93a \
+    --hash=sha256:10b01676fc208c3e6feeb25a8b83d81767e8059e1fe86e1dc62d10a3018fa926 \
+    --hash=sha256:10ca84c4668d066a9878890047f03546f3ae0a6b8b39b697457b7757aaf18dbc \
+    --hash=sha256:15ab9b093e8f09daab0f2159bb7e47532596075139dd74365da52ecc9cb46c5d \
+    --hash=sha256:36e627112085bb3b81b19fed209c05ce2a52ee8b15d161b7c643a7d5a88491f3 \
+    --hash=sha256:3b51b8ca4f1c6453d8829e1eb7299499ca7f313900dd4d89a24b8b87c0a780d4 \
+    --hash=sha256:402b58fc32614f00980b66d6e56a5b4118e6cb362ae8f3fda141ba4689bd4506 \
+    --hash=sha256:416260257577718c05135c55958b674000baef9a1c7d9e8f306ec60d71db850f \
+    --hash=sha256:46acf53b40ea38f9c6c229599a4a13f0d46a6c3fa9ef19fc1a124d62e338dfa0 \
+    --hash=sha256:4b7387121ac7d15e550f5cb4a43aef2559ed759c35df7336c402bb8275ac9683 \
+    --hash=sha256:549e234ff32571b1f4076ac269fcce7a808d3bf98b76c8dd560e42dbc66d7d91 \
+    --hash=sha256:5d7f93296ee28f68447397bf5198428c9aeeab45705a55d53a6343455dcb2c3c \
+    --hash=sha256:5ecfccd2329e37e9b7112a888e76d9feca2347f12f37918facbb893d7bb88ee8 \
+    --hash=sha256:6276eb85ef938dc035d59b87c8a7dc559a232f954962520137529d77b18ff1df \
+    --hash=sha256:6eae65d4c3d33da080cff9c4ab1f711b15c1d9760809dad6ea763f3812d254cb \
+    --hash=sha256:71e842ec9bc7abf543b47cf86b9a743baa95f4677d22baa4c7d5c69e49e9bc04 \
+    --hash=sha256:a04bee9ab6a4da801eb9b51f1b708a1b5b5c9eb48c03f74198464c66f0d344ac \
+    --hash=sha256:a2c0cd47381a3229c403062f764160d57d4d175e022c1df84e168c6251a22eec \
+    --hash=sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1 \
+    --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb \
+    --hash=sha256:b02cf04496f6576afffef5ddd04a0cb7d49cf6be16a9059d793a30b035f6b6ac \
+    --hash=sha256:c0a7bb1a68a5d3471880e264621346c48665b3bf1c3759d682fc0864c540bd9e \
+    --hash=sha256:cb3d760a6117f621261d662bccc8ef5bc32ca673e037c83fbe565324f5c46936 \
+    --hash=sha256:d89c3468de4cdc4f08a57e214384d0471911a3830fcdaf7a8cc587e42a866372 \
+    --hash=sha256:e5bf0ed4490068a2e72ac03d786693adeb909981cc596425d09032d372bcc849 \
+    --hash=sha256:ef639cb3372f69ec44915fafcd6698b6cc78fbe0c2ea41be867f6ed612811963 \
+    --hash=sha256:f260d0d41e9b4da1ed1e0f1ce571f97fe370b152ab18778e9e8f67d6af432018
+    # via
+    #   authlib
+    #   pyjwt
+    #   python-jose
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
+    --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
+    # via matplotlib
+datasets==4.4.1 \
+    --hash=sha256:80322699aa8c0bbbdb7caa87906da689c3c2e29523cff698775c67f28fdab1fc \
+    --hash=sha256:c1163de5211e42546079ab355cc0250c7e6db16eb209ac5ac6252f801f596c44
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   trl
+dill==0.4.0 \
+    --hash=sha256:0633f1d2df477324f53a895b02c901fb961bdbf65a17122586ea7019292cbcf0 \
+    --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
+    # via
+    #   datasets
+    #   multiprocess
+distro==1.9.0 \
+    --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \
+    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
+    # via
+    #   llama-stack-client
+    #   openai
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af \
+    --hash=sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f
+    # via email-validator
+durationpy==0.10 \
+    --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
+    --hash=sha256:3b41e1b601234296b4fb368338fdcd3e13e0b4fb5b67345948f4f2bf9868b286
+    # via kubernetes
+ecdsa==0.19.1 \
+    --hash=sha256:30638e27cf77b7e15c4c4cc1973720149e1033827cfd00661ca5c8cc0cdb24c3 \
+    --hash=sha256:478cba7b62555866fcb3bb3fe985e06decbdb68ef55713c4e5ab98c57d508e61
+    # via python-jose
+email-validator==2.3.0 \
+    --hash=sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4 \
+    --hash=sha256:9fc05c37f2f6cf439ff414f8fc46d917929974a82244c20eb10231ba60c54426
+    # via lightspeed-stack (pyproject.toml)
+emoji==2.15.0 \
+    --hash=sha256:205296793d66a89d88af4688fa57fd6496732eb48917a87175a023c8138995eb \
+    --hash=sha256:eae4ab7d86456a70a00a985125a03263a5eac54cd55e51d7e184b1ed3b6757e4
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+faiss-cpu==1.12.0 \
+    --hash=sha256:016e391f49933875b8d60d47f282f2e93d8ea9f9ffbda82467aa771b11a237db \
+    --hash=sha256:0b5fac98a350774a98b904f7a7c6689eb5cf0a593d63c552e705a80c55636d15 \
+    --hash=sha256:0db6485bc9f32b69aaccf9ad520782371a79904dcfe20b6da5cbfd61a712e85f \
+    --hash=sha256:26c29290e7d1c5938e5886594dc0a2272b30728351ca5f855d4ae30704d5a6cc \
+    --hash=sha256:2f87cbcd603f3ed464ebceb857971fdebc318de938566c9ae2b82beda8e953c0 \
+    --hash=sha256:4d57ed7aac048b18809af70350c31acc0fb9f00e6c03b6ed1651fd58b174882d \
+    --hash=sha256:6b8012353d50d9bc81bcfe35b226d0e5bfad345fdebe0da31848395ebc83816d \
+    --hash=sha256:88bfe134f8c7cd2dda7df34f2619448906624962c8207efdd6eb1647e2f5338b \
+    --hash=sha256:8b4f5b18cbe335322a51d2785bb044036609c35bfac5915bff95eadc10e89ef1 \
+    --hash=sha256:9243ee4c224a0d74419040503f22bf067462a040281bf6f3f107ab205c97d438 \
+    --hash=sha256:9b43d0c295e93a8e5f1dd30325caaf34d4ecb51f1e3d461c7b0e71bff3a8944b \
+    --hash=sha256:9b54990fcbcf90e37393909d4033520237194263c93ab6dbfae0616ef9af242b \
+    --hash=sha256:a5f5bca7e1a3e0a98480d1e2748fc86d12c28d506173e460e6746886ff0e08de \
+    --hash=sha256:a7c6156f1309bb969480280906e8865c3c4378eebb0f840c55c924bf06efd8d3 \
+    --hash=sha256:c2e4963c7188f57cfba248f09ebd8a14c76b5ffb87382603ccd4576f2da39d74 \
+    --hash=sha256:c9c79b5f28dcf9b2e2557ce51b938b21b7a9d508e008dc1ffea7b8249e7bd443 \
+    --hash=sha256:f6db5532831791d7bac089fc580e741e99869122946bb6a5f120016c83b95d10
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+fastapi==0.121.1 \
+    --hash=sha256:2c5c7028bc3a58d8f5f09aecd3fd88a000ccc0c5ad627693264181a3c33aa1fc \
+    --hash=sha256:b6dba0538fd15dab6fe4d3e5493c3957d8a9e1e9257f56446b5859af66f32441
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   llama-stack
+fastuuid==0.14.0 \
+    --hash=sha256:09098762aad4f8da3a888eb9ae01c84430c907a297b97166b8abc07b640f2995 \
+    --hash=sha256:0c9ec605ace243b6dbe3bd27ebdd5d33b00d8d1d3f580b39fdd15cd96fd71796 \
+    --hash=sha256:0df14e92e7ad3276327631c9e7cec09e32572ce82089c55cb1bb8df71cf394ed \
+    --hash=sha256:1383fff584fa249b16329a059c68ad45d030d5a4b70fb7c73a08d98fd53bcdab \
+    --hash=sha256:178947fc2f995b38497a74172adee64fdeb8b7ec18f2a5934d037641ba265d26 \
+    --hash=sha256:1e3cc56742f76cd25ecb98e4b82a25f978ccffba02e4bdce8aba857b6d85d87b \
+    --hash=sha256:2fb3c0d7fef6674bbeacdd6dbd386924a7b60b26de849266d1ff6602937675c8 \
+    --hash=sha256:33e678459cf4addaedd9936bbb038e35b3f6b2061330fd8f2f6a1d80414c0f87 \
+    --hash=sha256:3acdf655684cc09e60fb7e4cf524e8f42ea760031945aa8086c7eae2eeeabeb8 \
+    --hash=sha256:77a09cb7427e7af74c594e409f7731a0cf887221de2f698e1ca0ebf0f3139021 \
+    --hash=sha256:77e94728324b63660ebf8adb27055e92d2e4611645bf12ed9d88d30486471d0a \
+    --hash=sha256:808527f2407f58a76c916d6aa15d58692a4a019fdf8d4c32ac7ff303b7d7af09 \
+    --hash=sha256:9579618be6280700ae36ac42c3efd157049fe4dd40ca49b021280481c78c3176 \
+    --hash=sha256:9bd57289daf7b153bfa3e8013446aa144ce5e8c825e9e366d455155ede5ea2dc \
+    --hash=sha256:a0809f8cc5731c066c909047f9a314d5f536c871a7a22e815cc4967c110ac9ad \
+    --hash=sha256:ab32f74bd56565b186f036e33129da77db8be09178cd2f5206a5d4035fb2a23f \
+    --hash=sha256:ab3f5d36e4393e628a4df337c2c039069344db5f4b9d2a3c9cea48284f1dd741 \
+    --hash=sha256:ac60fc860cdf3c3f327374db87ab8e064c86566ca8c49d2e30df15eda1b0c2d5 \
+    --hash=sha256:b9a0ca4f03b7e0b01425281ffd44e99d360e15c895f1907ca105854ed85e2057 \
+    --hash=sha256:caa1f14d2102cb8d353096bc6ef6c13b2c81f347e6ab9d6fbd48b9dea41c153d \
+    --hash=sha256:cb9a030f609194b679e1660f7e32733b7a0f332d519c5d5a6a0a580991290022 \
+    --hash=sha256:d23ef06f9e67163be38cece704170486715b177f6baae338110983f99a72c070 \
+    --hash=sha256:d9e4332dc4ba054434a9594cbfaf7823b57993d7d8e7267831c3e059857cf397
+    # via litellm
+filelock==3.20.0 \
+    --hash=sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2 \
+    --hash=sha256:711e943b4ec6be42e1d4e6690b48dc175c822967466bb31c0c293f34334c13f4
+    # via
+    #   blobfile
+    #   datasets
+    #   huggingface-hub
+    #   torch
+    #   transformers
+fire==0.7.1 \
+    --hash=sha256:3b208f05c736de98fb343310d090dcc4d8c78b2a89ea4f32b837c586270a9cbf \
+    --hash=sha256:e43fd8a5033a9001e7e2973bab96070694b9f12f2e0ecf96d4683971b5ab1882
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   llama-stack
+    #   llama-stack-client
+fonttools==4.60.1 \
+    --hash=sha256:145daa14bf24824b677b9357c5e44fd8895c2a8f53596e1b9ea3496081dc692c \
+    --hash=sha256:2299df884c11162617a66b7c316957d74a18e3758c0274762d2cc87df7bc0272 \
+    --hash=sha256:2409d5fb7b55fd70f715e6d34e7a6e4f7511b8ad29a49d6df225ee76da76dd77 \
+    --hash=sha256:6ec722ee589e89a89f5b7574f5c45604030aa6ae24cb2c751e2707193b466fed \
+    --hash=sha256:6f68576bb4bbf6060c7ab047b1574a1ebe5c50a17de62830079967b211059ebb \
+    --hash=sha256:7b0c6d57ab00dae9529f3faf187f2254ea0aa1e04215cf2f1a8ec277c96661bc \
+    --hash=sha256:8177ec9676ea6e1793c8a084a90b65a9f778771998eb919d05db6d4b1c0b114c \
+    --hash=sha256:839565cbf14645952d933853e8ade66a463684ed6ed6c9345d0faf1f0e868877 \
+    --hash=sha256:906306ac7afe2156fcf0042173d6ebbb05416af70f6b370967b47f8f00103bbb \
+    --hash=sha256:992775c9fbe2cf794786fa0ffca7f09f564ba3499b8fe9f2f80bd7197db60383 \
+    --hash=sha256:996a4d1834524adbb423385d5a629b868ef9d774670856c63c9a0408a3063401 \
+    --hash=sha256:a3db56f153bd4c5c2b619ab02c5db5192e222150ce5a1bc10f16164714bc39ac \
+    --hash=sha256:a46b2f450bc79e06ef3b6394f0c68660529ed51692606ad7f953fc2e448bc903 \
+    --hash=sha256:b2cf105cee600d2de04ca3cfa1f74f1127f8455b71dbad02b9da6ec266e116d6 \
+    --hash=sha256:b33a7884fabd72bdf5f910d0cf46be50dce86a0362a65cfc746a4168c67eb96c \
+    --hash=sha256:c8651e0d4b3bdeda6602b85fdc2abbefc1b41e573ecb37b6779c4ca50753a199 \
+    --hash=sha256:eedacb5c5d22b7097482fa834bda0dafa3d914a4e829ec83cdea2a01f8c813c4 \
+    --hash=sha256:ef00af0439ebfee806b25f24c8f92109157ff3fac5731dc7867957812e87b8d9
+    # via matplotlib
+frozenlist==1.8.0 \
+    --hash=sha256:032efa2674356903cd0261c4317a561a6850f3ac864a63fc1583147fb05a79b0 \
+    --hash=sha256:03ae967b4e297f58f8c774c7eabcce57fe3c2434817d4385c50661845a058121 \
+    --hash=sha256:07cdca25a91a4386d2e76ad992916a85038a9b97561bf7a3fd12d5d9ce31870c \
+    --hash=sha256:0c18a16eab41e82c295618a77502e17b195883241c563b00f0aa5106fc4eaa0d \
+    --hash=sha256:0f96534f8bfebc1a394209427d0f8a63d343c9779cda6fc25e8e121b5fd8555b \
+    --hash=sha256:21900c48ae04d13d416f0e1e0c4d81f7931f73a9dfa0b7a8746fb2fe7dd970ed \
+    --hash=sha256:229bf37d2e4acdaf808fd3f06e854a4a7a3661e871b10dc1f8f1896a3b05f18b \
+    --hash=sha256:294e487f9ec720bd8ffcebc99d575f7eff3568a08a253d1ee1a0378754b74143 \
+    --hash=sha256:29548f9b5b5e3460ce7378144c3010363d8035cea44bc0bf02d57f5a685e084e \
+    --hash=sha256:34187385b08f866104f0c0617404c8eb08165ab1272e884abc89c112e9c00746 \
+    --hash=sha256:3462dd9475af2025c31cc61be6652dfa25cbfb56cbbf52f4ccfe029f38decaf8 \
+    --hash=sha256:3ede829ed8d842f6cd48fc7081d7a41001a56f1f38603f9d49bf3020d59a31ad \
+    --hash=sha256:3ef2d026f16a2b1866e1d86fc4e1291e1ed8a387b2c333809419a2f8b3a77b82 \
+    --hash=sha256:405e8fe955c2280ce66428b3ca55e12b3c4e9c336fb2103a4937e891c69a4a29 \
+    --hash=sha256:433403ae80709741ce34038da08511d4a77062aa924baf411ef73d1146e74faf \
+    --hash=sha256:44389d135b3ff43ba8cc89ff7f51f5a0bb6b63d829c8300f79a2fe4fe61bcc62 \
+    --hash=sha256:494a5952b1c597ba44e0e78113a7266e656b9794eec897b19ead706bd7074383 \
+    --hash=sha256:4e0c11f2cc6717e0a741f84a527c52616140741cd812a50422f83dc31749fb52 \
+    --hash=sha256:50066c3997d0091c411a66e710f4e11752251e6d2d73d70d8d5d4c76442a199d \
+    --hash=sha256:517279f58009d0b1f2e7c1b130b377a349405da3f7621ed6bfae50b10adf20c1 \
+    --hash=sha256:5500ef82073f599ac84d888e3a8c1f77ac831183244bfd7f11eaa0289fb30714 \
+    --hash=sha256:581ef5194c48035a7de2aefc72ac6539823bb71508189e5de01d60c9dcd5fa65 \
+    --hash=sha256:5c1c8e78426e59b3f8005e9b19f6ff46e5845895adbde20ece9218319eca6506 \
+    --hash=sha256:5d63a068f978fc69421fb0e6eb91a9603187527c86b7cd3f534a5b77a592b888 \
+    --hash=sha256:6da155091429aeba16851ecb10a9104a108bcd32f6c1642867eadaee401c1c41 \
+    --hash=sha256:74c51543498289c0c43656701be6b077f4b265868fa7f8a8859c197006efb608 \
+    --hash=sha256:776f352e8329135506a1d6bf16ac3f87bc25b28e765949282dcc627af36123aa \
+    --hash=sha256:78f7b9e5d6f2fdb88cdde9440dc147259b62b9d3b019924def9f6478be254ac1 \
+    --hash=sha256:878be833caa6a3821caf85eb39c5ba92d28e85df26d57afb06b35b2efd937231 \
+    --hash=sha256:8b7b94a067d1c504ee0b16def57ad5738701e4ba10cec90529f13fa03c833496 \
+    --hash=sha256:8d92f1a84bb12d9e56f818b3a746f3efba93c1b63c8387a73dde655e1e42282a \
+    --hash=sha256:908bd3f6439f2fef9e85031b59fd4f1297af54415fb60e4254a95f75b3cab3f3 \
+    --hash=sha256:96153e77a591c8adc2ee805756c61f59fef4cf4073a9275ee86fe8cba41241f7 \
+    --hash=sha256:96f423a119f4777a4a056b66ce11527366a8bb92f54e541ade21f2374433f6d4 \
+    --hash=sha256:b3210649ee28062ea6099cfda39e147fa1bc039583c8ee4481cb7811e2448c51 \
+    --hash=sha256:b4dec9482a65c54a5044486847b8a66bf10c9cb4926d42927ec4e8fd5db7fed8 \
+    --hash=sha256:bf0a7e10b077bf5fb9380ad3ae8ce20ef919a6ad93b4552896419ac7e1d8e042 \
+    --hash=sha256:c4c800524c9cd9bac5166cd6f55285957fcfc907db323e193f2afcd4d9abd69b \
+    --hash=sha256:cf253e0e1c3ceb4aaff6df637ce033ff6535fb8c70a764a8f46aafd3d6ab798e \
+    --hash=sha256:d6a5df73acd3399d893dafc71663ad22534b5aa4f94e8a2fabfe856c3c1b6a52 \
+    --hash=sha256:db1e72ede2d0d7ccb213f218df6a078a9c09a7de257c2fe8fcef16d5925230b1 \
+    --hash=sha256:e25ac20a2ef37e91c1b39938b591457666a0fa835c7783c3a8f33ea42870db94 \
+    --hash=sha256:eaa352d7047a31d87dafcacbabe89df0aa506abb5b1b85a2fb91bc3faa02d822 \
+    --hash=sha256:ec3cc8c5d4084591b4237c0a272cc4f50a5b03396a47d9caaf76f5d7b38a4f11 \
+    --hash=sha256:eefdba20de0d938cec6a89bd4d70f346a03108a19b9df4248d3cf0d88f1b0f51 \
+    --hash=sha256:f21f00a91358803399890ab167098c131ec2ddd5f8f5fd5fe9c9f2c6fcd91e40 \
+    --hash=sha256:f6292f1de555ffcc675941d65fffffb0a5bcd992905015f85d0592201793e0e5 \
+    --hash=sha256:f833670942247a14eafbb675458b4e61c82e002a148f49e68257b79296e865c4 \
+    --hash=sha256:fb30f9626572a76dfe4293c7194a09fb1fe93ba94c7d4f720dfae3b646b45027 \
+    --hash=sha256:fe3c58d2f5db5fbd18c2987cba06d51b0529f52bc3a6cdc33d3f4eab725104bd
+    # via
+    #   aiohttp
+    #   aiosignal
+fsspec==2025.10.0 \
+    --hash=sha256:7c7712353ae7d875407f97715f0e1ffcc21e33d5b24556cb1e090ae9409ec61d \
+    --hash=sha256:b6789427626f068f9a83ca4e8a3cc050850b6c0f71f99ddb4f542b8266a26a59
+    # via
+    #   datasets
+    #   huggingface-hub
+    #   torch
+google-auth==2.43.0 \
+    --hash=sha256:88228eee5fc21b62a1b5fe773ca15e67778cb07dc8363adcb4a8827b52d81483 \
+    --hash=sha256:af628ba6fa493f75c7e9dbe9373d148ca9f4399b5ea29976519e0a3848eddd16
+    # via kubernetes
+googleapis-common-protos==1.72.0 \
+    --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038 \
+    --hash=sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5
+    # via
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+greenlet==3.2.4 \
+    --hash=sha256:00fadb3fedccc447f517ee0d3fd8fe49eae949e1cd0f6a611818f4f6fb7dc83b \
+    --hash=sha256:0dca0d95ff849f9a364385f36ab49f50065d76964944638be9691e1832e9f86d \
+    --hash=sha256:1a921e542453fe531144e91e1feedf12e07351b1cf6c9e8a3325ea600a715a31 \
+    --hash=sha256:20fb936b4652b6e307b8f347665e2c615540d4b42b3b4c8a321d8286da7e520f \
+    --hash=sha256:23768528f2911bcd7e475210822ffb5254ed10d71f4028387e5a99b4c6699671 \
+    --hash=sha256:326d234cbf337c9c3def0676412eb7040a35a768efc92504b947b3e9cfc7543d \
+    --hash=sha256:3b3812d8d0c9579967815af437d96623f45c0f2ae5f04e366de62a12d83a8fb0 \
+    --hash=sha256:3b67ca49f54cede0186854a008109d6ee71f66bd57bb36abd6d0a0267b540cdd \
+    --hash=sha256:554b03b6e73aaabec3745364d6239e9e012d64c68ccd0b8430c64ccc14939a8b \
+    --hash=sha256:5c9320971821a7cb77cfab8d956fa8e39cd07ca44b6070db358ceb7f8797c8c9 \
+    --hash=sha256:6e343822feb58ac4d0a1211bd9399de2b3a04963ddeec21530fc426cc121f19b \
+    --hash=sha256:710638eb93b1fa52823aa91bf75326f9ecdfd5e0466f00789246a5280f4ba0fc \
+    --hash=sha256:a7d4e128405eea3814a12cc2605e0e6aedb4035bf32697f72deca74de4105e02 \
+    --hash=sha256:abbf57b5a870d30c4675928c37278493044d7c14378350b3aa5d484fa65575f0 \
+    --hash=sha256:c5111ccdc9c88f423426df3fd1811bfc40ed66264d35aa373420a34377efc98a \
+    --hash=sha256:c60a6d84229b271d44b70fb6e5fa23781abb5d742af7b808ae3f6efd7c9c60f6 \
+    --hash=sha256:ca7f6f1f2649b89ce02f6f229d7c19f680a6238af656f61e0115b24857917929 \
+    --hash=sha256:cd3c8e693bff0fff6ba55f140bf390fa92c994083f838fece0f63be121334945 \
+    --hash=sha256:d25c5091190f2dc0eaa3f950252122edbbadbb682aa7b1ef2f8af0f8c0afefae \
+    --hash=sha256:d76383238584e9711e20ebe14db6c88ddcedc1829a9ad31a584389463b5aa504 \
+    --hash=sha256:ddf9164e7a5b08e9d22511526865780a576f19ddd00d62f8a665949327fde8bb \
+    --hash=sha256:ee7a6ec486883397d70eec05059353b8e83eca9168b9f3f9a361971e77e0bcd0 \
+    --hash=sha256:f28588772bb5fb869a8eb331374ec06f24a83a9c25bfa1f38b6993afe9c1e968
+    # via sqlalchemy
+grpcio==1.76.0 \
+    --hash=sha256:04bbe1bfe3a68bbfd4e52402ab7d4eb59d72d02647ae2042204326cf4bbad280 \
+    --hash=sha256:25a18e9810fbc7e7f03ec2516addc116a957f8cbb8cbc95ccc80faa072743d03 \
+    --hash=sha256:26ef06c73eb53267c2b319f43e6634c7556ea37672029241a056629af27c10e2 \
+    --hash=sha256:3e2a27c89eb9ac3d81ec8835e12414d73536c6e620355d65102503064a4ed6eb \
+    --hash=sha256:45d59a649a82df5718fd9527ce775fd66d1af35e6d31abdcdc906a49c6822958 \
+    --hash=sha256:45e0111e73f43f735d70786557dc38141185072d7ff8dc1829d6a77ac1471468 \
+    --hash=sha256:4baf3cbe2f0be3289eb68ac8ae771156971848bb8aaff60bad42005539431980 \
+    --hash=sha256:5e8571632780e08526f118f74170ad8d50fb0a48c23a746bef2a6ebade3abd6f \
+    --hash=sha256:615ba64c208aaceb5ec83bfdce7728b80bfeb8be97562944836a7a0a9647d882 \
+    --hash=sha256:61f69297cba3950a524f61c7c8ee12e55c486cb5f7db47ff9dcee33da6f0d3ae \
+    --hash=sha256:6a15c17af8839b6801d554263c546c69c4d7718ad4321e3166175b37eaacca77 \
+    --hash=sha256:7be78388d6da1a25c0d5ec506523db58b18be22d9c37d8d3a32c08be4987bd73 \
+    --hash=sha256:81fd9652b37b36f16138611c7e884eb82e0cec137c40d3ef7c3f9b3ed00f6ed8 \
+    --hash=sha256:83d57312a58dcfe2a3a0f9d1389b299438909a02db60e2f2ea2ae2d8034909d3 \
+    --hash=sha256:931091142fd8cc14edccc0845a79248bc155425eee9a98b2db2ea4f00a235a42 \
+    --hash=sha256:980a846182ce88c4f2f7e2c22c56aefd515daeb36149d1c897f83cf57999e0b6 \
+    --hash=sha256:9f8f757bebaaea112c00dba718fc0d3260052ce714e25804a03f93f5d1c6cc11 \
+    --hash=sha256:c088e7a90b6017307f423efbb9d1ba97a22aa2170876223f9709e9d1de0b5347 \
+    --hash=sha256:d388087771c837cdb6515539f43b9d4bf0b0f23593a24054ac16f7a960be16f4 \
+    --hash=sha256:f92f88e6c033db65a5ae3d97905c8fea9c725b63e28d5a75cb73b49bda5024d8 \
+    --hash=sha256:f9f7bd5faab55f47231ad8dba7787866b69f5e93bc306e3915606779bbfb4ba8
+    # via opentelemetry-exporter-otlp-proto-grpc
+h11==0.16.0 \
+    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+    # via
+    #   httpcore
+    #   llama-stack
+    #   uvicorn
+hf-xet==1.2.0 \
+    --hash=sha256:27df617a076420d8845bea087f59303da8be17ed7ec0cd7ee3b9b9f579dff0e4 \
+    --hash=sha256:293a7a3787e5c95d7be1857358a9130694a9c6021de3f27fa233f37267174382 \
+    --hash=sha256:3651fd5bfe0281951b988c0facbe726aa5e347b103a675f49a3fa8144c7968fd \
+    --hash=sha256:46740d4ac024a7ca9b22bebf77460ff43332868b661186a8e46c227fdae01848 \
+    --hash=sha256:4c1428c9ae73ec0939410ec73023c4f842927f39db09b063b9482dac5a3bb737 \
+    --hash=sha256:6de1fc44f58f6dd937956c8d304d8c2dea264c80680bcfa61ca4a15e7b76780f \
+    --hash=sha256:7d40b18769bb9a8bc82a9ede575ce1a44c75eb80e7375a01d76259089529b5dc \
+    --hash=sha256:a55558084c16b09b5ed32ab9ed38421e2d87cf3f1f89815764d1177081b99865 \
+    --hash=sha256:a8c27070ca547293b6890c4bf389f713f80e8c478631432962bb7f4bc0bd7d7f \
+    --hash=sha256:b70218dd548e9840224df5638fdc94bd033552963cfa97f9170829381179c813 \
+    --hash=sha256:cd3a6027d59cfb60177c12d6424e31f4b5ff13d8e3a1247b3a584bf8977e6df5 \
+    --hash=sha256:ceeefcd1b7aed4956ae8499e2199607765fbd1c60510752003b6cc0b8413b649 \
+    --hash=sha256:d06fa97c8562fb3ee7a378dd9b51e343bc5bc8190254202c9771029152f5e08c \
+    --hash=sha256:e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69 \
+    --hash=sha256:f182f264ed2acd566c514e45da9f2119110e48a87a327ca271027904c70c5832
+    # via huggingface-hub
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
+    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
+    # via httpx
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+    # via
+    #   datasets
+    #   litellm
+    #   llama-stack
+    #   llama-stack-client
+    #   mcp
+    #   openai
+httpx-sse==0.4.3 \
+    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
+    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+    # via mcp
+huggingface-hub==0.36.0 \
+    --hash=sha256:47b3f0e2539c39bf5cde015d63b72ec49baff67b6931c3d97f3f84532e2b8d25 \
+    --hash=sha256:7bcc9ad17d5b3f07b57c78e79d527102d08313caa278a641993acddcb894548d
+    # via
+    #   accelerate
+    #   datasets
+    #   llama-stack
+    #   peft
+    #   sentence-transformers
+    #   tokenizers
+    #   transformers
+idna==3.11 \
+    --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea \
+    --hash=sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902
+    # via
+    #   anyio
+    #   email-validator
+    #   httpx
+    #   requests
+    #   yarl
+importlib-metadata==8.7.0 \
+    --hash=sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000 \
+    --hash=sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd
+    # via
+    #   litellm
+    #   opentelemetry-api
+jinja2==3.1.6 \
+    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
+    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+    # via
+    #   litellm
+    #   llama-stack
+    #   torch
+jiter==0.12.0 \
+    --hash=sha256:048485c654b838140b007390b8182ba9774621103bd4d77c9c3f6f117474ba45 \
+    --hash=sha256:06cb970936c65de926d648af0ed3d21857f026b1cf5525cb2947aa5e01e05789 \
+    --hash=sha256:0a51bad79f8cc9cac2b4b705039f814049142e0050f30d91695a2d9a6611f126 \
+    --hash=sha256:1eb5db8d9c65b112aacf14fcd0faae9913d07a8afea5ed06ccdd12b724e966a1 \
+    --hash=sha256:2a5e90604620f94bf62264e7c2c038704d38217b7465b863896c6d7c902b06c7 \
+    --hash=sha256:2a67b678f6a5f1dd6c36d642d7db83e456bc8b104788262aaefc11a22339f5a9 \
+    --hash=sha256:305e061fa82f4680607a775b2e8e0bcb071cd2205ac38e6ef48c8dd5ebe1cf37 \
+    --hash=sha256:351d54f2b09a41600ffea43d081522d792e81dcfb915f6d2d242744c1cc48beb \
+    --hash=sha256:37f27a32ce36364d2fa4f7fdc507279db604d27d239ea2e044c8f148410defe1 \
+    --hash=sha256:4321e8a3d868919bcb1abb1db550d41f2b5b326f72df29e53b2df8b006eb9403 \
+    --hash=sha256:4747de73d6b8c78f2e253a2787930f4fffc68da7fa319739f57437f95963c4de \
+    --hash=sha256:4e017c417b1ebda911bd13b1e40612704b1f5420e30695112efdbed8a4b389ed \
+    --hash=sha256:53839b35a38f56b8be26a7851a48b89bc47e5d88e900929df10ed93b95fea3d6 \
+    --hash=sha256:5c1860627048e302a528333c9307c818c547f214d8659b0705d2195e1a94b274 \
+    --hash=sha256:635e737fbb7315bef0037c19b88b799143d2d7d3507e61a76751025226b3ac87 \
+    --hash=sha256:64dfcd7d5c168b38d3f9f8bba7fc639edb3418abcc74f22fdbe6b8938293f30b \
+    --hash=sha256:6cc49d5130a14b732e0612bc76ae8db3b49898732223ef8b7599aa8d9810683e \
+    --hash=sha256:73c568cc27c473f82480abc15d1301adf333a7ea4f2e813d6a2c7d8b6ba8d0df \
+    --hash=sha256:75fdd787356c1c13a4f40b43c2156276ef7a71eb487d98472476476d803fb2cf \
+    --hash=sha256:88ef757017e78d2860f96250f9393b7b577b06a956ad102c29c8237554380db3 \
+    --hash=sha256:89163163c0934854a668ed783a2546a0617f71706a2551a4a0666d91ab365d6b \
+    --hash=sha256:89b0bfb8b2bf2351fba36bb211ef8bfceba73ef58e7f0c68fb67b5a2795ca2f9 \
+    --hash=sha256:94f669548e55c91ab47fef8bddd9c954dab1938644e715ea49d7e117015110a4 \
+    --hash=sha256:bbc0944aa3d4b4773e348cda635252824a78f4ba44328e042ef1ff3f6080d1cf \
+    --hash=sha256:c24e864cb30ab82311c6425655b0cdab0a98c5d973b065c66a3f020740c2324c \
+    --hash=sha256:c97b92c54fe6110138c872add030a1f99aea2401ddcdaa21edf74705a646dd60 \
+    --hash=sha256:d779d97c834b4278276ec703dc3fc1735fca50af63eb7262f05bdb4e62203d44 \
+    --hash=sha256:d96b264ab7d34bbb2312dedc47ce07cd53f06835eacbc16dde3761f47c3a9e7f \
+    --hash=sha256:da25c62d4ee1ffbacb97fac6dfe4dcd6759ebdc9015991e92a6eae5816287f44 \
+    --hash=sha256:df37577a4f8408f7e0ec3205d2a8f87672af8f17008358063a4d6425b6081ce3 \
+    --hash=sha256:e25012eb0c456fcc13354255d0338cd5397cce26c77b2832b3c4e2e255ea5d9a \
+    --hash=sha256:e8269062060212b373316fe69236096aaf4c49022d267c6736eebd66bbbc60bb \
+    --hash=sha256:e8547883d7b96ef2e5fe22b88f8a4c8725a56e7f4abafff20fd5272d634c7ecb \
+    --hash=sha256:ed53b3d6acbcb0fd0b90f20c7cb3b24c357fe82a3518934d4edfa8c6898e498c \
+    --hash=sha256:efe1a211fe1fd14762adea941e3cfd6c611a136e28da6c39272dbb7a1bbe6a86 \
+    --hash=sha256:f5aa5427a629a824a543672778c9ce0c5e556550d1569bb6ea28a85015287626
+    # via openai
+joblib==1.5.2 \
+    --hash=sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55 \
+    --hash=sha256:4e1f0bdbb987e6d843c70cf43714cb276623def372df3c22fe5266b2670bc241
+    # via
+    #   nltk
+    #   scikit-learn
+jsonpath-ng==1.7.0 \
+    --hash=sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6 \
+    --hash=sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c
+    # via lightspeed-stack (pyproject.toml)
+jsonschema==4.25.1 \
+    --hash=sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63 \
+    --hash=sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85
+    # via
+    #   autoevals
+    #   litellm
+    #   llama-stack
+    #   mcp
+jsonschema-specifications==2025.9.1 \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
+    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
+    # via jsonschema
+kiwisolver==1.4.9 \
+    --hash=sha256:0749fd8f4218ad2e851e11cc4dc05c7cbc0cbc4267bdfdb31782e65aace4ee9c \
+    --hash=sha256:0ab74e19f6a2b027ea4f845a78827969af45ce790e6cb3e1ebab71bdf9f215ff \
+    --hash=sha256:1a12cf6398e8a0a001a059747a1cbf24705e18fe413bc22de7b3d15c67cffe3f \
+    --hash=sha256:1b11d6a633e4ed84fc0ddafd4ebfd8ea49b3f25082c04ad12b8315c11d504dc1 \
+    --hash=sha256:2327a4a30d3ee07d2fbe2e7933e8a37c591663b96ce42a00bc67461a87d7df77 \
+    --hash=sha256:2c1a4f57df73965f3f14df20b80ee29e6a7930a57d2d9e8491a25f676e197c60 \
+    --hash=sha256:3b3115b2581ea35bb6d1f24a4c90af37e5d9b49dcff267eeed14c3893c5b86ab \
+    --hash=sha256:40092754720b174e6ccf9e845d0d8c7d8e12c3d71e7fc35f55f3813e96376f78 \
+    --hash=sha256:497d05f29a1300d14e02e6441cf0f5ee81c1ff5a304b0d9fb77423974684e08b \
+    --hash=sha256:4a2899935e724dd1074cb568ce7ac0dce28b2cd6ab539c8e001a8578eb106d14 \
+    --hash=sha256:52a15b0f35dad39862d376df10c5230155243a2c1a436e39eb55623ccbd68185 \
+    --hash=sha256:5656aa670507437af0207645273ccdfee4f14bacd7f7c67a4306d0dcaeaf6eed \
+    --hash=sha256:5a0f2724dfd4e3b3ac5a82436a8e6fd16baa7d507117e4279b660fe8ca38a3a1 \
+    --hash=sha256:60c439763a969a6af93b4881db0eed8fadf93ee98e18cbc35bc8da868d0c4f0c \
+    --hash=sha256:61874cdb0a36016354853593cffc38e56fc9ca5aa97d2c05d3dcf6922cd55a11 \
+    --hash=sha256:67bb8b474b4181770f926f7b7d2f8c0248cbcb78b660fdd41a47054b28d2a752 \
+    --hash=sha256:7a08b491ec91b1d5053ac177afe5290adacf1f0f6307d771ccac5de30592d198 \
+    --hash=sha256:858e4c22fb075920b96a291928cb7dea5644e94c0ee4fcd5af7e865655e4ccf2 \
+    --hash=sha256:92a2f997387a1b79a75e7803aa7ded2cfbe2823852ccf1ba3bcf613b62ae3197 \
+    --hash=sha256:a30fd6fdef1430fd9e1ba7b3398b5ee4e2887783917a687d86ba69985fb08748 \
+    --hash=sha256:a31d512c812daea6d8b3be3b2bfcbeb091dbb09177706569bcfc6240dcf8b41c \
+    --hash=sha256:a5d0432ccf1c7ab14f9949eec60c5d1f924f17c037e9f8b33352fa05799359b8 \
+    --hash=sha256:ac5a486ac389dddcc5bef4f365b6ae3ffff2c433324fb38dd35e3fab7c957999 \
+    --hash=sha256:b67e6efbf68e077dd71d1a6b37e43e1a99d0bff1a3d51867d45ee8908b931098 \
+    --hash=sha256:bdd1a81a1860476eb41ac4bc1e07b3f07259e6d55bbf739b79c8aaedcf512799 \
+    --hash=sha256:bfc08add558155345129c7803b3671cf195e6a56e7a12f3dde7c57d9b417f525 \
+    --hash=sha256:c3b22c26c6fd6811b0ae8363b95ca8ce4ea3c202d3d0975b2914310ceb1bcc4d \
+    --hash=sha256:cc9617b46837c6468197b5945e196ee9ca43057bb7d9d1ae688101e4e1dddf64 \
+    --hash=sha256:d4188e73af84ca82468f09cadc5ac4db578109e52acb4518d8154698d3a87ca2 \
+    --hash=sha256:d75aa530ccfaa593da12834b86a0724f58bff12706659baa9227c2ccaa06264c \
+    --hash=sha256:d8fc5c867c22b828001b6a38d2eaeb88160bf5783c6cb4a5e440efc981ce286d \
+    --hash=sha256:dba5ee5d3981160c28d5490f0d1b7ed730c22470ff7f6cc26cfcfaacb9896a07 \
+    --hash=sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d \
+    --hash=sha256:e6b93f13371d341afee3be9f7c5964e3fe61d5fa30f6a30eb49856935dfe4fc3 \
+    --hash=sha256:ed0fecd28cc62c54b262e3736f8bb2512d8dcfdc2bcf08be5f47f96bf405b145 \
+    --hash=sha256:efb3a45b35622bb6c16dbfab491a8f5a391fe0e9d45ef32f4df85658232ca0e2 \
+    --hash=sha256:f2ba92255faa7309d06fe44c3a4a97efe1c8d640c2a79a5ef728b685762a6fd2 \
+    --hash=sha256:f6008a4919fdbc0b0097089f67a1eb55d950ed7e90ce2cc3e640abadd2757a04 \
+    --hash=sha256:f68208a520c3d86ea51acf688a3e3002615a7f0238002cccc17affecc86a8a54
+    # via matplotlib
+kubernetes==34.1.0 \
+    --hash=sha256:8fe8edb0b5d290a2f3ac06596b23f87c658977d46b5f8df9d0f4ea83d0003912 \
+    --hash=sha256:bffba2272534e224e6a7a74d582deb0b545b7c9879d2cd9e4aae9481d1f2cc2a
+    # via lightspeed-stack (pyproject.toml)
+langdetect==1.0.9 \
+    --hash=sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+litellm==1.79.3 \
+    --hash=sha256:16314049d109e5cadb2abdccaf2e07ea03d2caa3a9b3f54f34b5b825092b4eeb \
+    --hash=sha256:4da4716f8da3e1b77838262c36d3016146860933e0489171658a9d4a3fd59b1b
+    # via lightspeed-stack (pyproject.toml)
+llama-stack==0.2.22 \
+    --hash=sha256:576752dedc9e9f0fb9da69f373d677d8b4f2ae4203428f676fa039b6813d8450 \
+    --hash=sha256:c6bbda6b5a4417b9a73ed36b9d581fd7ec689090ceefd084d9a078e7acbdc670
+    # via lightspeed-stack (pyproject.toml)
+llama-stack-client==0.2.22 \
+    --hash=sha256:9a0bc756b91ebd539858eeaf1f231c5e5c6900e1ea4fcced726c6717f3d27ca7 \
+    --hash=sha256:b260d73aec56fcfd8fa601b3b34c2f83c4fbcfb7261a246b02bbdf6c2da184fe
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   llama-stack
+lxml==6.0.2 \
+    --hash=sha256:064fdadaf7a21af3ed1dcaa106b854077fbeada827c18f72aec9346847cd65d0 \
+    --hash=sha256:13dcecc9946dca97b11b7c40d29fba63b55ab4170d3c0cf8c0c164343b9bfdcf \
+    --hash=sha256:1941354d92699fb5ffe6ed7b32f9649e43c2feb4b97205f75866f7d21aa91452 \
+    --hash=sha256:2047d8234fe735ab77802ce5f2297e410ff40f5238aec569ad7c8e163d7b19a6 \
+    --hash=sha256:2cbcbf6d6e924c28f04a43f3b6f6e272312a090f269eff68a2982e13e5d57659 \
+    --hash=sha256:358d9adae670b63e95bc59747c72f4dc97c9ec58881d4627fe0120da0f90d314 \
+    --hash=sha256:3ae2ce7d6fedfb3414a2b6c5e20b249c4c607f72cb8d2bb7cc9c6ec7c6f4e849 \
+    --hash=sha256:4077b7c79f31755df33b795dc12119cb557a0106bfdab0d2c2d97bd3cf3dffa6 \
+    --hash=sha256:57a86e1ebb4020a38d295c04fc79603c7899e0df71588043eb218722dabc087f \
+    --hash=sha256:61cb10eeb95570153e0c0e554f58df92ecf5109f75eacad4a95baa709e26c3d6 \
+    --hash=sha256:65ea18d710fd14e0186c2f973dc60bb52039a275f82d3c44a0e42b43440ea534 \
+    --hash=sha256:6c8963287d7a4c5c9a432ff487c52e9c5618667179c18a204bdedb27310f022f \
+    --hash=sha256:6da5185951d72e6f5352166e3da7b0dc27aa70bd1090b0eb3f7f7212b53f1bb8 \
+    --hash=sha256:6ddff43f702905a4e32bc24f3f2e2edfe0f8fde3277d481bffb709a4cced7a1f \
+    --hash=sha256:6ec0e3f745021bfed19c456647f0298d60a24c9ff86d9d051f52b509663feeb1 \
+    --hash=sha256:6f91fd2b2ea15a6800c8e24418c0775a1694eefc011392da73bc6cef2623b322 \
+    --hash=sha256:700efd30c0fa1a3581d80a748157397559396090a51d306ea59a70020223d16f \
+    --hash=sha256:72c87e5ee4e58a8354fb9c7c84cbf95a1c8236c127a5d1b7683f04bed8361e1f \
+    --hash=sha256:846ae9a12d54e368933b9759052d6206a9e8b250291109c48e350c1f1f49d916 \
+    --hash=sha256:8f8d0cbd0674ee89863a523e6994ac25fd5be9c8486acfc3e5ccea679bad2679 \
+    --hash=sha256:90a345bbeaf9d0587a3aaffb7006aa39ccb6ff0e96a57286c0cb2fd1520ea192 \
+    --hash=sha256:9b33d21594afab46f37ae58dfadd06636f154923c4e8a4d754b0127554eb2e77 \
+    --hash=sha256:a59f5448ba2ceccd06995c95ea59a7674a10de0810f2ce90c9006f3cbc044456 \
+    --hash=sha256:a7c5d5e5f1081955358533be077166ee97ed2571d6a66bdba6ec2f609a715d1a \
+    --hash=sha256:a8bef9b9825fa8bc816a6e641bb67219489229ebc648be422af695f6e7a4fa7f \
+    --hash=sha256:b30d46379644fbfc3ab81f8f82ae4de55179414651f110a1514f0b1f8f6cb2d7 \
+    --hash=sha256:bb2f6ca0ae2d983ded09357b84af659c954722bbf04dea98030064996d156048 \
+    --hash=sha256:c33e66d44fe60e72397b487ee92e01da0d09ba2d66df8eae42d77b6d06e5eba0 \
+    --hash=sha256:c371aa98126a0d4c739ca93ceffa0fd7a5d732e3ac66a46e74339acd4d334564 \
+    --hash=sha256:cd79f3367bd74b317dda655dc8fcfa304d9eb6e4fb06b7168c5cf27f96e0cd62 \
+    --hash=sha256:dfb874cfa53340009af6bdd7e54ebc0d21012a60a4e65d927c2e477112e63484 \
+    --hash=sha256:e8113639f3296706fbac34a30813929e29247718e88173ad849f57ca59754924 \
+    --hash=sha256:e8cd2415f372e7e5a789d743d133ae474290a90b9023197fd78f32e2dc6873e2 \
+    --hash=sha256:eb2a12d704f180a902d7fa778c6d71f36ceb7b0d317f34cdc76a5d05aa1dd1df \
+    --hash=sha256:ef9266d2aa545d7374938fb5c484531ef5a2ec7f2d573e62f8ce722c735685fd \
+    --hash=sha256:fb8dae0b6b8b7f9e96c26fdd8121522ce5de9bb5538010870bd538683d30e9a2 \
+    --hash=sha256:fbc74f42c3525ac4ffa4b89cbdd00057b6196bcefe8bce794abd42d33a018092
+    # via blobfile
+markdown-it-py==4.0.0 \
+    --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \
+    --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3
+    # via rich
+markupsafe==3.0.3 \
+    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
+    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
+    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
+    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
+    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
+    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
+    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
+    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
+    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
+    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
+    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
+    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
+    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
+    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
+    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
+    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
+    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
+    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
+    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
+    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
+    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
+    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
+    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
+    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
+    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
+    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
+    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
+    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
+    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
+    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
+    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
+    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
+    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
+    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795
+    # via jinja2
+matplotlib==3.10.7 \
+    --hash=sha256:09d7945a70ea43bf9248f4b6582734c2fe726723204a76eca233f24cffc7ef67 \
+    --hash=sha256:0d8c32b7ea6fb80b1aeff5a2ceb3fb9778e2759e899d9beff75584714afcc5ee \
+    --hash=sha256:11ae579ac83cdf3fb72573bb89f70e0534de05266728740d478f0f818983c695 \
+    --hash=sha256:1d9d3713a237970569156cfb4de7533b7c4eacdd61789726f444f96a0d28f57f \
+    --hash=sha256:22df30ffaa89f6643206cf13877191c63a50e8f800b038bc39bee9d2d4957632 \
+    --hash=sha256:31963603041634ce1a96053047b40961f7a29eb8f9a62e80cc2c0427aa1d22a2 \
+    --hash=sha256:37a1fea41153dd6ee061d21ab69c9cf2cf543160b1b85d89cd3d2e2a7902ca4c \
+    --hash=sha256:4c14b6acd16cddc3569a2d515cfdd81c7a68ac5639b76548cfc1a9e48b20eb65 \
+    --hash=sha256:5e38c2d581d62ee729a6e144c47a71b3f42fb4187508dbbf4fe71d5612c3433b \
+    --hash=sha256:5f3f6d315dcc176ba7ca6e74c7768fb7e4cf566c49cb143f6bc257b62e634ed8 \
+    --hash=sha256:744991e0cc863dd669c8dc9136ca4e6e0082be2070b9d793cbd64bec872a6815 \
+    --hash=sha256:786656bb13c237bbcebcd402f65f44dd61ead60ee3deb045af429d889c8dbc67 \
+    --hash=sha256:7a0edb7209e21840e8361e91ea84ea676658aa93edd5f8762793dec77a4a6748 \
+    --hash=sha256:932c55d1fa7af4423422cb6a492a31cbcbdbe68fd1a9a3f545aa5e7a143b5355 \
+    --hash=sha256:a06ba7e2a2ef9131c79c49e63dad355d2d878413a0376c1727c8b9335ff731c7 \
+    --hash=sha256:aebed7b50aa6ac698c90f60f854b47e48cd2252b30510e7a1feddaf5a3f72cbf \
+    --hash=sha256:b3c4ea4948d93c9c29dc01c0c23eef66f2101bf75158c291b88de6525c55c3d1 \
+    --hash=sha256:b69676845a0a66f9da30e87f48be36734d6748024b525ec4710be40194282c84 \
+    --hash=sha256:c380371d3c23e0eadf8ebff114445b9f970aff2010198d498d4ab4c3b41eea4f \
+    --hash=sha256:d0b181e9fa8daf1d9f2d4c547527b167cb8838fc587deabca7b5c01f97199e84 \
+    --hash=sha256:d5f256d49fea31f40f166a5e3131235a5d2f4b7f44520b1cf0baf1ce568ccff0 \
+    --hash=sha256:fba2974df0bf8ce3c995fa84b79cde38326e0f7b5409e7a3a481c1141340bcf7
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+mcp==1.21.0 \
+    --hash=sha256:598619e53eb0b7a6513db38c426b28a4bdf57496fed04332100d2c56acade98b \
+    --hash=sha256:bab0a38e8f8c48080d787233343f8d301b0e1e95846ae7dead251b2421d99855
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+mdurl==0.1.2 \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+    # via markdown-it-py
+mpmath==1.3.0 \
+    --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \
+    --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
+    # via sympy
+multidict==6.7.0 \
+    --hash=sha256:040f393368e63fb0f3330e70c26bfd336656bed925e5cbe17c9da839a6ab13ec \
+    --hash=sha256:0591b48acf279821a579282444814a2d8d0af624ae0bc600aa4d1b920b6e924b \
+    --hash=sha256:07f5594ac6d084cbb5de2df218d78baf55ef150b91f0ff8a21cc7a2e3a5a58eb \
+    --hash=sha256:0934f3843a1860dd465d38895c17fce1f1cb37295149ab05cd1b9a03afacb2a7 \
+    --hash=sha256:123e2a72e20537add2f33a79e605f6191fba2afda4cbb876e35c1a7074298a7d \
+    --hash=sha256:19a1d55338ec1be74ef62440ca9e04a2f001a04d0cc49a4983dc320ff0f3212d \
+    --hash=sha256:2049be98fb57a31b4ccf870bf377af2504d4ae35646a19037ec271e4c07998aa \
+    --hash=sha256:2090d3718829d1e484706a2f525e50c892237b2bf9b17a79b059cb98cddc2f10 \
+    --hash=sha256:29fe6740ebccba4175af1b9b87bf553e9c15cd5868ee967e010efcf94e4fd0f1 \
+    --hash=sha256:2d2cfeec3f6f45651b3d408c4acec0ebf3daa9bc8a112a084206f5db5d05b754 \
+    --hash=sha256:30d193c6cc6d559db42b6bcec8a5d395d34d60c9877a0b71ecd7c204fcf15390 \
+    --hash=sha256:394fc5c42a333c9ffc3e421a4c85e08580d990e08b99f6bf35b4132114c5dcb3 \
+    --hash=sha256:3b29b980d0ddbecb736735ee5bef69bb2ddca56eff603c86f3f29a1128299b4f \
+    --hash=sha256:3da4fb467498df97e986af166b12d01f05d2e04f978a9c1c680ea1988e0bc4b6 \
+    --hash=sha256:3e8bfdd0e487acf992407a140d2589fe598238eaeffa3da8448d63a63cd363f8 \
+    --hash=sha256:490dab541a6a642ce1a9d61a4781656b346a55c13038f0b1244653828e3a83ec \
+    --hash=sha256:4ef089f985b8c194d341eb2c24ae6e7408c9a0e2e5658699c92f497437d88c3c \
+    --hash=sha256:53a42d364f323275126aff81fb67c5ca1b7a04fda0546245730a55c8c5f24bc4 \
+    --hash=sha256:654030da3197d927f05a536a66186070e98765aa5142794c9904555d3a9d8fb5 \
+    --hash=sha256:6b4c3d199f953acd5b446bf7c0de1fe25d94e09e79086f8dc2f48a11a129cdf1 \
+    --hash=sha256:749a72584761531d2b9467cfbdfd29487ee21124c304c4b6cb760d8777b27f9c \
+    --hash=sha256:7516c579652f6a6be0e266aec0acd0db80829ca305c3d771ed898538804c2036 \
+    --hash=sha256:7b022717c748dd1992a83e219587aabe45980d88969f01b316e78683e6285f64 \
+    --hash=sha256:7ef6b61cad77091056ce0e7ce69814ef72afacb150b7ac6a3e9470def2198159 \
+    --hash=sha256:803d685de7be4303b5a657b76e2f6d1240e7e0a8aa2968ad5811fa2285553a12 \
+    --hash=sha256:8a19cdb57cd3df4cd865849d93ee14920fb97224300c88501f16ecfa2604b4e0 \
+    --hash=sha256:8a3862568a36d26e650a19bb5cbbba14b71789032aebc0423f8cc5f150730184 \
+    --hash=sha256:92abb658ef2d7ef22ac9f8bb88e8b6c3e571671534e029359b6d9e845923eb1b \
+    --hash=sha256:94218fcec4d72bc61df51c198d098ce2b378e0ccbac41ddbed5ef44092913288 \
+    --hash=sha256:9600082733859f00d79dee64effc7aef1beb26adb297416a4ad2116fd61374bd \
+    --hash=sha256:960c60b5849b9b4f9dcc9bea6e3626143c252c74113df2c1540aebce70209b45 \
+    --hash=sha256:9b2fd74c52accced7e75de26023b7dccee62511a600e62311b918ec5c168fc2a \
+    --hash=sha256:9c0359b1ec12b1d6849c59f9d319610b7f20ef990a6d454ab151aa0e3b9f78ca \
+    --hash=sha256:9fb0211dfc3b51efea2f349ec92c114d7754dd62c01f81c3e32b765b70c45c9b \
+    --hash=sha256:9ff96e8815eecacc6645da76c413eb3b3d34cfca256c70b16b286a687d013c32 \
+    --hash=sha256:a027ec240fe73a8d6281872690b988eed307cd7d91b23998ff35ff577ca688b5 \
+    --hash=sha256:a35c5fc61d4f51eb045061e7967cfe3123d622cd500e8868e7c0c592a09fedc4 \
+    --hash=sha256:a37bd74c3fa9d00be2d7b8eca074dc56bd8077ddd2917a839bd989612671ed17 \
+    --hash=sha256:a60a4d75718a5efa473ebd5ab685786ba0c67b8381f781d1be14da49f1a2dc60 \
+    --hash=sha256:ad9ce259f50abd98a1ca0aa6e490b58c316a0fce0617f609723e40804add2c00 \
+    --hash=sha256:b284e319754366c1aee2267a2036248b24eeb17ecd5dc16022095e747f2f4304 \
+    --hash=sha256:b3bc26a951007b1057a1c543af845f1c7e3e71cc240ed1ace7bf4484aa99196e \
+    --hash=sha256:b3e34f3a1b8131ba06f1a73adab24f30934d148afcd5f5de9a73565a4404384e \
+    --hash=sha256:b4121773c49a0776461f4a904cdf6264c88e42218aaa8407e803ca8025872792 \
+    --hash=sha256:bee7c0588aa0076ce77c0ea5d19a68d76ad81fcd9fe8501003b9a24f9d4000f6 \
+    --hash=sha256:c04a328260dfd5db8c39538f999f02779012268f54614902d0afc775d44e0a62 \
+    --hash=sha256:c6e99d9a65ca282e578dfea819cfa9c0a62b2499d8677392e09feaf305e9e6f5 \
+    --hash=sha256:caf53b15b1b7df9fbd0709aa01409000a2b4dd03a5f6f5cc548183c7c8f8b63c \
+    --hash=sha256:cd240939f71c64bd658f186330603aac1a9a81bf6273f523fca63673cb7378a8 \
+    --hash=sha256:d1d964afecdf3a8288789df2f5751dc0a8261138c3768d9af117ed384e538fad \
+    --hash=sha256:dd32a49400a2c3d52088e120ee00c1e3576cbff7e10b98467962c74fdb762ed4 \
+    --hash=sha256:e93a0617cd16998784bf4414c7e40f17a35d2350e5c6f0bd900d3a8e02bd3762 \
+    --hash=sha256:ea3334cabe4d41b7ccd01e4d349828678794edbc2d3ae97fc162a3312095092e \
+    --hash=sha256:efbb54e98446892590dc2458c19c10344ee9a883a79b5cec4bc34d6656e8d546 \
+    --hash=sha256:f0feece2ef8ebc42ed9e2e8c78fc4aa3cf455733b507c09ef7406364c94376c6 \
+    --hash=sha256:f8a93b1c0ed2d04b97a5e9336fd2d33371b9a6e29ab7dd6503d63407c20ffbaf
+    # via
+    #   aiohttp
+    #   yarl
+multiprocess==0.70.18 \
+    --hash=sha256:5aa6eef98e691281b3ad923be2832bf1c55dd2c859acd73e5ec53a66aae06a1d \
+    --hash=sha256:60c194974c31784019c1f459d984e8f33ee48f10fcf42c309ba97b30d9bd53ea \
+    --hash=sha256:871743755f43ef57d7910a38433cfe41319e72be1bbd90b79c7a5ac523eb9334 \
+    --hash=sha256:9b78f8e5024b573730bfb654783a13800c2c0f2dfc0c25e70b40d184d64adaa2 \
+    --hash=sha256:dbf705e52a154fe5e90fb17b38f02556169557c2dd8bb084f2e06c2784d8279b \
+    --hash=sha256:e78ca805a72b1b810c690b6b4cc32579eba34f403094bbbae962b7b5bf9dfcb8 \
+    --hash=sha256:f9597128e6b3e67b23956da07cf3d2e5cba79e2f4e0fba8d7903636663ec6d0d
+    # via datasets
+networkx==3.5 \
+    --hash=sha256:0030d386a9a06dee3565298b4a734b68589749a544acbb6c412dc9e2489ec6ec \
+    --hash=sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037
+    # via torch
+nltk==3.9.2 \
+    --hash=sha256:0f409e9b069ca4177c1903c3e843eef90c7e92992fa4931ae607da6de49e1419 \
+    --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+numpy==2.2.6 \
+    --hash=sha256:038613e9fb8c72b0a41f025a7e4c3f0b7a1b5d768ece4796b674c8f3fe13efff \
+    --hash=sha256:0811bb762109d9708cca4d0b13c4f67146e3c3b7cf8d34018c722adb2d957c84 \
+    --hash=sha256:0bca768cd85ae743b2affdc762d617eddf3bcf8724435498a1e80132d04879e6 \
+    --hash=sha256:1bc23a79bfabc5d056d106f9befb8d50c31ced2fbc70eedb8155aec74a45798f \
+    --hash=sha256:287cc3162b6f01463ccd86be154f284d0893d2b3ed7292439ea97eafa8170e0b \
+    --hash=sha256:37c0ca431f82cd5fa716eca9506aefcabc247fb27ba69c5062a6d3ade8cf8f49 \
+    --hash=sha256:389d771b1623ec92636b0786bc4ae56abafad4a4c513d36a55dce14bd9ce8571 \
+    --hash=sha256:41c5a21f4a04fa86436124d388f6ed60a9343a6f767fced1a8a71c3fbca038ff \
+    --hash=sha256:4eeaae00d789f66c7a25ac5f34b71a7035bb474e679f410e5e1a94deb24cf2d4 \
+    --hash=sha256:55a4d33fa519660d69614a9fad433be87e5252f4b03850642f88993f7b2ca566 \
+    --hash=sha256:5bd4fc3ac8926b3819797a7c0e2631eb889b4118a9898c84f585a54d475b7e40 \
+    --hash=sha256:5beb72339d9d4fa36522fc63802f469b13cdbe4fdab4a288f0c441b74272ebfd \
+    --hash=sha256:6031dd6dfecc0cf9f668681a37648373bddd6421fff6c66ec1624eed0180ee06 \
+    --hash=sha256:71594f7c51a18e728451bb50cc60a3ce4e6538822731b2933209a1f3614e9282 \
+    --hash=sha256:894b3a42502226a1cac872f840030665f33326fc3dac8e57c607905773cdcde3 \
+    --hash=sha256:8e9ace4a37db23421249ed236fdcdd457d671e25146786dfc96835cd951aa7c1 \
+    --hash=sha256:b0544343a702fa80c95ad5d3d608ea3599dd54d4632df855e4c8d24eb6ecfa1c \
+    --hash=sha256:b4f13750ce79751586ae2eb824ba7e1e8dba64784086c98cdbbcc6a42112ce0d \
+    --hash=sha256:c1f9540be57940698ed329904db803cf7a402f3fc200bfe599334c9bd84a40b2 \
+    --hash=sha256:de749064336d37e340f640b05f24e9e3dd678c57318c7289d222a8a2f543e90c \
+    --hash=sha256:e1dda9c7e08dc141e0247a5b8f49cf05984955246a327d4c48bda16821947b2f \
+    --hash=sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd \
+    --hash=sha256:e3143e4451880bed956e706a3220b4e5cf6172ef05fcc397f6f36a550b1dd868 \
+    --hash=sha256:f1372f041402e37e5e633e586f62aa53de2eac8d98cbfb822806ce4bbefcb74d \
+    --hash=sha256:f2618db89be1b4e05f7a1a847a9c1c0abd63e63a1607d892dd54668dd92faf87 \
+    --hash=sha256:f447e6acb680fd307f40d3da4852208af94afdfab89cf850986c3ca00562f4fa \
+    --hash=sha256:f92729c95468a2f4f15e9bb94c432a9229d0d50de67304399627a943201baa2f \
+    --hash=sha256:fc0c5673685c508a142ca65209b4e79ed6740a4ed6b2267dbba90f34b0b3cfda \
+    --hash=sha256:fd83c01228a688733f1ded5201c678f0c53ecc1006ffbc404db9f7a899ac6249 \
+    --hash=sha256:fe27749d33bb772c80dcd84ae7e8df2adc920ae8297400dabec45f0dedb3f6de \
+    --hash=sha256:fee4236c876c4e8369388054d02d0e9bb84821feb1a64dd59e137e6511a551f8
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   accelerate
+    #   contourpy
+    #   datasets
+    #   faiss-cpu
+    #   matplotlib
+    #   pandas
+    #   peft
+    #   scikit-learn
+    #   scipy
+    #   transformers
+oauthlib==3.3.1 \
+    --hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
+    --hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
+    # via requests-oauthlib
+openai==2.7.2 \
+    --hash=sha256:082ef61163074d8efad0035dd08934cf5e3afd37254f70fc9165dd6a8c67dcbd \
+    --hash=sha256:116f522f4427f8a0a59b51655a356da85ce092f3ed6abeca65f03c8be6e073d9
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   litellm
+    #   llama-stack
+opentelemetry-api==1.38.0 \
+    --hash=sha256:2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582 \
+    --hash=sha256:f4c193b5e8acb0912b06ac5b16321908dd0843d75049c091487322284a3eea12
+    # via
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+    #   opentelemetry-instrumentation
+    #   opentelemetry-sdk
+    #   opentelemetry-semantic-conventions
+opentelemetry-exporter-otlp==1.38.0 \
+    --hash=sha256:2f55acdd475e4136117eff20fbf1b9488b1b0b665ab64407516e1ac06f9c3f9d \
+    --hash=sha256:bc6562cef229fac8887ed7109fc5abc52315f39d9c03fd487bb8b4ef8fbbc231
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+opentelemetry-exporter-otlp-proto-common==1.38.0 \
+    --hash=sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a \
+    --hash=sha256:e333278afab4695aa8114eeb7bf4e44e65c6607d54968271a249c180b2cb605c
+    # via
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+opentelemetry-exporter-otlp-proto-grpc==1.38.0 \
+    --hash=sha256:2473935e9eac71f401de6101d37d6f3f0f1831db92b953c7dcc912536158ebd6 \
+    --hash=sha256:7c49fd9b4bd0dbe9ba13d91f764c2d20b0025649a6e4ac35792fb8d84d764bc7
+    # via opentelemetry-exporter-otlp
+opentelemetry-exporter-otlp-proto-http==1.38.0 \
+    --hash=sha256:84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b \
+    --hash=sha256:f16bd44baf15cbe07633c5112ffc68229d0edbeac7b37610be0b2def4e21e90b
+    # via
+    #   llama-stack
+    #   opentelemetry-exporter-otlp
+opentelemetry-instrumentation==0.59b0 \
+    --hash=sha256:44082cc8fe56b0186e87ee8f7c17c327c4c2ce93bdbe86496e600985d74368ee \
+    --hash=sha256:6010f0faaacdaf7c4dff8aac84e226d23437b331dcda7e70367f6d73a7db1adc
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+opentelemetry-proto==1.38.0 \
+    --hash=sha256:88b161e89d9d372ce723da289b7da74c3a8354a8e5359992be813942969ed468 \
+    --hash=sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18
+    # via
+    #   opentelemetry-exporter-otlp-proto-common
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+opentelemetry-sdk==1.38.0 \
+    --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b \
+    --hash=sha256:93df5d4d871ed09cb4272305be4d996236eedb232253e3ab864c8620f051cebe
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   llama-stack
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+opentelemetry-semantic-conventions==0.59b0 \
+    --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed \
+    --hash=sha256:7a6db3f30d70202d5bf9fa4b69bc866ca6a30437287de6c510fb594878aed6b0
+    # via
+    #   opentelemetry-instrumentation
+    #   opentelemetry-sdk
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \
+    --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f
+    # via
+    #   accelerate
+    #   datasets
+    #   faiss-cpu
+    #   huggingface-hub
+    #   matplotlib
+    #   opentelemetry-instrumentation
+    #   peft
+    #   transformers
+pandas==2.3.3 \
+    --hash=sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac \
+    --hash=sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084 \
+    --hash=sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35 \
+    --hash=sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c \
+    --hash=sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713 \
+    --hash=sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78 \
+    --hash=sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53 \
+    --hash=sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21 \
+    --hash=sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5 \
+    --hash=sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110 \
+    --hash=sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493 \
+    --hash=sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b \
+    --hash=sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86 \
+    --hash=sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98 \
+    --hash=sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89 \
+    --hash=sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8 \
+    --hash=sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc \
+    --hash=sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b \
+    --hash=sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d \
+    --hash=sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908 \
+    --hash=sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   datasets
+    #   llama-stack-client
+peft==0.17.1 \
+    --hash=sha256:3d129d64def3d74779c32a080d2567e5f7b674e77d546e3585138216d903f99e \
+    --hash=sha256:e6002b42517976c290b3b8bbb9829a33dd5d470676b2dec7cb4df8501b77eb9f
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+pillow==12.0.0 \
+    --hash=sha256:0869154a2d0546545cde61d1789a6524319fc1897d9ee31218eae7a60ccc5643 \
+    --hash=sha256:0b817e7035ea7f6b942c13aa03bb554fc44fea70838ea21f8eb31c638326584e \
+    --hash=sha256:1ee80a59f6ce048ae13cda1abf7fbd2a34ab9ee7d401c46be3ca685d1999a399 \
+    --hash=sha256:21f241bdd5080a15bc86d3466a9f6074a9c2c2b314100dd896ac81ee6db2f1ba \
+    --hash=sha256:26d9f7d2b604cd23aba3e9faf795787456ac25634d82cd060556998e39c6fa47 \
+    --hash=sha256:2c54c1a783d6d60595d3514f0efe9b37c8808746a66920315bfd34a938d7994b \
+    --hash=sha256:2fa5f0b6716fc88f11380b88b31fe591a06c6315e955c096c35715788b339e3f \
+    --hash=sha256:38df9b4bfd3db902c9c2bd369bcacaf9d935b2fff73709429d95cc41554f7b3d \
+    --hash=sha256:4078242472387600b2ce8d93ade8899c12bf33fa89e55ec89fe126e9d6d5d9e9 \
+    --hash=sha256:4cc6b3b2efff105c6a1656cfe59da4fdde2cda9af1c5e0b58529b24525d0a098 \
+    --hash=sha256:4cf7fed4b4580601c4345ceb5d4cbf5a980d030fd5ad07c4d2ec589f95f09905 \
+    --hash=sha256:5193fde9a5f23c331ea26d0cf171fbf67e3f247585f50c08b3e205c7aeb4589b \
+    --hash=sha256:53561a4ddc36facb432fae7a9d8afbfaf94795414f5cdc5fc52f28c1dca90371 \
+    --hash=sha256:55f818bd74fe2f11d4d7cbc65880a843c4075e0ac7226bc1a23261dbea531953 \
+    --hash=sha256:6e51b71417049ad6ab14c49608b4a24d8fb3fe605e5dfabfe523b58064dc3d27 \
+    --hash=sha256:71db6b4c1653045dacc1585c1b0d184004f0d7e694c7b34ac165ca70c0838082 \
+    --hash=sha256:7d87ef5795da03d742bf49439f9ca4d027cde49c82c5371ba52464aee266699a \
+    --hash=sha256:7dfb439562f234f7d57b1ac6bc8fe7f838a4bd49c79230e0f6a1da93e82f1fad \
+    --hash=sha256:7fa22993bac7b77b78cae22bad1e2a987ddf0d9015c63358032f84a53f23cdc3 \
+    --hash=sha256:82240051c6ca513c616f7f9da06e871f61bfd7805f566275841af15015b8f98d \
+    --hash=sha256:87d4f8125c9988bfbed67af47dd7a953e2fc7b0cc1e7800ec6d2080d490bb353 \
+    --hash=sha256:8d8ca2b210ada074d57fcee40c30446c9562e542fc46aedc19baf758a93532ee \
+    --hash=sha256:99a7f72fb6249302aa62245680754862a44179b545ded638cf1fef59befb57ef \
+    --hash=sha256:9f0b04c6b8584c2c193babcccc908b38ed29524b29dd464bc8801bf10d746a3a \
+    --hash=sha256:9fe611163f6303d1619bbcb653540a4d60f9e55e622d60a3108be0d5b441017a \
+    --hash=sha256:a6597ff2b61d121172f5844b53f21467f7082f5fb385a9a29c01414463f93b07 \
+    --hash=sha256:a7921c5a6d31b3d756ec980f2f47c0cfdbce0fc48c22a39347a895f41f4a6ea4 \
+    --hash=sha256:aff9e4d82d082ff9513bdd6acd4f5bd359f5b2c870907d2b0a9c5e10d40c88fe \
+    --hash=sha256:b87843e225e74576437fd5b6a4c2205d422754f84a06942cfaf1dc32243e45a8 \
+    --hash=sha256:bde737cff1a975b70652b62d626f7785e0480918dece11e8fef3c0cf057351c3 \
+    --hash=sha256:c50f36a62a22d350c96e49ad02d0da41dbd17ddc2e29750dbdba4323f85eb4a5 \
+    --hash=sha256:c607c90ba67533e1b2355b821fef6764d1dd2cbe26b8c1005ae84f7aea25ff79 \
+    --hash=sha256:c85de1136429c524e55cfa4e033b4a7940ac5c8ee4d9401cc2d1bf48154bbc7b \
+    --hash=sha256:d120c38a42c234dc9a8c5de7ceaaf899cf33561956acb4941653f8bdc657aa79 \
+    --hash=sha256:dd333073e0cacdc3089525c7df7d39b211bcdf31fc2824e49d01c6b6187b07d0 \
+    --hash=sha256:f135c702ac42262573fe9714dfe99c944b4ba307af5eb507abef1667e2cbbced \
+    --hash=sha256:f4f1231b7dec408e8670264ce63e9c71409d9583dd21d32c163e25213ee2a344
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   llama-stack
+    #   matplotlib
+    #   sentence-transformers
+ply==3.11 \
+    --hash=sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3 \
+    --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
+    # via jsonpath-ng
+polyleven==0.9.0 \
+    --hash=sha256:1b9c905fa0862c1f3e27e948a713fb86a26ce1659f1d90b1b4aff04a8890213b \
+    --hash=sha256:20576da0c8000bd1c4a07cee43db9169b7d094f5dcc03b20775506d07c56f4fb \
+    --hash=sha256:244d759986486252121061d727a642d3505cbdd9e6616467b42935e662a9fa61 \
+    --hash=sha256:288bfe0a0040421c52a5dc312b55c47812a72fb9cd7e6d19859ac2f9f11f350f \
+    --hash=sha256:299a93766761b5e5fb4092388f3dc6401224fd436c05f11c4ee48b262587e8da \
+    --hash=sha256:29ef7db85a7bb01be9372461bc8d8993d4817dfcea702e4d2b8f0d9c43415ebe \
+    --hash=sha256:45cea2885c61bda9711244a51aed068f9a55f1d776d4caad6c574a3f401945ae \
+    --hash=sha256:4db8b16aac237dbf644a0e4323c3ba0907dab6adecd2a345bf2fa92301d7fb2d \
+    --hash=sha256:62b039e9dc8fa53ad740de02d168a7e9d0edce3734b2927f40fe851b328b766f \
+    --hash=sha256:7058bea0da4893ebb8bedd9f638ec4e026c150e29b7b7385db5c157742d0ff11 \
+    --hash=sha256:7260fa32fff7194e06b4221e0a6d2ba2decd4e4dc51f7f8cddbf365649326ee4 \
+    --hash=sha256:8f671df664924b3ec14195be7bf778d5f71811989e59a3f9547f8066cefc596f \
+    --hash=sha256:b99fcfc48c1eaacc4a46dd9d22dc98de111120c66b56df14257f276b762bd591 \
+    --hash=sha256:ba356ce9e7e7e8ddf4eff17eb39df5b822cb8899450c6d289a22249b78c9a5f4 \
+    --hash=sha256:e0a0c1ecd2dc356fd94edc80e18a30ad28e93ccc840127e765b83ad60426b2d5
+    # via autoevals
+prometheus-client==0.23.1 \
+    --hash=sha256:6ae8f9081eaaaf153a2e959d2e6c4f4fb57b12ef76c8c7980202f1e57b48b2ce \
+    --hash=sha256:dd1913e6e76b59cfe44e7a4b83e01afc9873c1bdfd2ed8739f1e76aeca115f99
+    # via lightspeed-stack (pyproject.toml)
+prompt-toolkit==3.0.52 \
+    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
+    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+    # via
+    #   llama-stack
+    #   llama-stack-client
+propcache==0.4.1 \
+    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
+    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
+    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
+    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
+    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
+    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
+    --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \
+    --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \
+    --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \
+    --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \
+    --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \
+    --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \
+    --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \
+    --hash=sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1 \
+    --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \
+    --hash=sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61 \
+    --hash=sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af \
+    --hash=sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa \
+    --hash=sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8 \
+    --hash=sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c \
+    --hash=sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1 \
+    --hash=sha256:8873eb4460fd55333ea49b7d189749ecf6e55bf85080f11b1c4530ed3034cba1 \
+    --hash=sha256:929d7cbe1f01bb7baffb33dc14eb5691c95831450a26354cd210a8155170c93a \
+    --hash=sha256:92d1935ee1f8d7442da9c0c4fa7ac20d07e94064184811b685f5c4fada64553b \
+    --hash=sha256:9a0bd56e5b100aef69bd8562b74b46254e7c8812918d3baa700c8a8009b0af66 \
+    --hash=sha256:a78372c932c90ee474559c5ddfffd718238e8673c340dc21fe45c5b8b54559a0 \
+    --hash=sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778 \
+    --hash=sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b \
+    --hash=sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237 \
+    --hash=sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81 \
+    --hash=sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859 \
+    --hash=sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835 \
+    --hash=sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74 \
+    --hash=sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db \
+    --hash=sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403 \
+    --hash=sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9 \
+    --hash=sha256:d472aeb4fbf9865e0c6d622d7f4d54a4e101a89715d8904282bb5f9a2f476c3f \
+    --hash=sha256:d62cdfcfd89ccb8de04e0eda998535c406bf5e060ffd56be6c586cbcc05b3311 \
+    --hash=sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2 \
+    --hash=sha256:e35b88984e7fa64aacecea39236cee32dd9bd8c55f57ba8a75cf2399553f9bd7 \
+    --hash=sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72 \
+    --hash=sha256:ee17f18d2498f2673e432faaa71698032b0127ebf23ae5974eeaf806c279df24 \
+    --hash=sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207 \
+    --hash=sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d \
+    --hash=sha256:f7ee0e597f495cf415bcbd3da3caa3bd7e816b74d0d52b8145954c5e6fd3ff37 \
+    --hash=sha256:f95393b4d66bfae908c3ca8d169d5f79cd65636ae15b5e7a4f6e67af675adb0e \
+    --hash=sha256:fd0858c20f078a32cf55f7e81473d96dcf3b93fd2ccdb3d40fdf54b8573df3af
+    # via
+    #   aiohttp
+    #   yarl
+protobuf==6.33.0 \
+    --hash=sha256:140303d5c8d2037730c548f8c7b93b20bb1dc301be280c378b82b8894589c954 \
+    --hash=sha256:25c9e1963c6734448ea2d308cfa610e692b801304ba0908d7bfa564ac5132995 \
+    --hash=sha256:35be49fd3f4fefa4e6e2aacc35e8b837d6703c37a2168a55ac21e9b1bc7559ef \
+    --hash=sha256:905b07a65f1a4b72412314082c7dbfae91a9e8b68a0cc1577515f8df58ecf455 \
+    --hash=sha256:9a031d10f703f03768f2743a1c403af050b6ae1f3480e9c140f39c45f81b13ee \
+    --hash=sha256:d6101ded078042a8f17959eccd9236fb7a9ca20d3b0098bbcb91533a5680d035 \
+    --hash=sha256:e0697ece353e6239b90ee43a9231318302ad8353c70e6e45499fa52396debf90 \
+    --hash=sha256:e0a1715e4f27355afd9570f3ea369735afc853a6c3951a6afe1f80d8569ad298
+    # via
+    #   googleapis-common-protos
+    #   opentelemetry-proto
+psutil==7.1.3 \
+    --hash=sha256:0005da714eee687b4b8decd3d6cc7c6db36215c9e74e5ad2264b90c3df7d92dc \
+    --hash=sha256:1068c303be3a72f8e18e412c5b2a8f6d31750fb152f9cb106b54090296c9d251 \
+    --hash=sha256:18349c5c24b06ac5612c0428ec2a0331c26443d259e2a0144a9b24b4395b58fa \
+    --hash=sha256:19644c85dcb987e35eeeaefdc3915d059dac7bd1167cdcdbf27e0ce2df0c08c0 \
+    --hash=sha256:2bdbcd0e58ca14996a42adf3621a6244f1bb2e2e528886959c72cf1e326677ab \
+    --hash=sha256:3bb428f9f05c1225a558f53e30ccbad9930b11c3fc206836242de1091d3e7dd3 \
+    --hash=sha256:56d974e02ca2c8eb4812c3f76c30e28836fffc311d55d979f1465c1feeb2b68b \
+    --hash=sha256:6c86281738d77335af7aec228328e944b30930899ea760ecf33a4dba66be5e74 \
+    --hash=sha256:95ef04cf2e5ba0ab9eaafc4a11eaae91b44f4ef5541acd2ee91d9108d00d59a7 \
+    --hash=sha256:bc31fa00f1fbc3c3802141eede66f3a2d51d89716a194bf2cd6fc68310a19880 \
+    --hash=sha256:bd0d69cee829226a761e92f28140bec9a5ee9d5b4fb4b0cc589068dbfff559b1 \
+    --hash=sha256:c525ffa774fe4496282fb0b1187725793de3e7c6b29e41562733cae9ada151ee \
+    --hash=sha256:f39c2c19fe824b47484b96f9692932248a54c43799a84282cfe58d05a6449efd
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   accelerate
+    #   peft
+psycopg2-binary==2.9.11 \
+    --hash=sha256:04195548662fa544626c8ea0f06561eb6203f1984ba5b4562764fbeb4c3d14b1 \
+    --hash=sha256:31b32c457a6025e74d233957cc9736742ac5a6cb196c6b68499f6bb51390bd6a \
+    --hash=sha256:366df99e710a2acd90efed3764bb1e28df6c675d33a7fb40df9b7281694432ee \
+    --hash=sha256:5c6ff3335ce08c75afaed19e08699e8aacf95d4a260b495a4a8545244fe2ceb3 \
+    --hash=sha256:62b6d93d7c0b61a1dd6197d208ab613eb7dcfdcca0a49c42ceb082257991de9d \
+    --hash=sha256:84011ba3109e06ac412f95399b704d3d6950e386b7994475b231cf61eec2fc1f \
+    --hash=sha256:8c55b385daa2f92cb64b12ec4536c66954ac53654c7f15a203578da4e78105c0 \
+    --hash=sha256:a1cf393f1cdaf6a9b57c0a719a1068ba1069f022a59b8b1fe44b006745b59757 \
+    --hash=sha256:ab8905b5dcb05bf3fb22e0cf90e10f469563486ffb6a96569e51f897c750a76a \
+    --hash=sha256:b31e90fdd0f968c2de3b26ab014314fe814225b6c324f770952f7d38abf17e3c \
+    --hash=sha256:b33fabeb1fde21180479b2d4667e994de7bbf0eec22832ba5d9b5e4cf65b6c6d \
+    --hash=sha256:b6aed9e096bf63f9e75edf2581aa9a7e7186d97ab5c177aa6c87797cd591236c \
+    --hash=sha256:b8fb3db325435d34235b044b199e56cdf9ff41223a4b9752e8576465170bb38c \
+    --hash=sha256:ba34475ceb08cccbdd98f6b46916917ae6eeb92b5ae111df10b544c3a4621dc4 \
+    --hash=sha256:be9b840ac0525a283a96b556616f5b4820e0526addb8dcf6525a0fa162730be4 \
+    --hash=sha256:bf940cd7e7fec19181fdbc29d76911741153d51cab52e5c21165f3262125685e \
+    --hash=sha256:c0377174bf1dd416993d16edc15357f6eb17ac998244cca19bc67cdc0e2e5766 \
+    --hash=sha256:d526864e0f67f74937a8fce859bd56c979f5e2ec57ca7c627f5f1071ef7fee60 \
+    --hash=sha256:edcb3aeb11cb4bf13a2af3c53a15b3d612edeb6409047ea0b5d6a21a9d744b34 \
+    --hash=sha256:ef7a6beb4beaa62f88592ccc65df20328029d721db309cb3250b0aae0fa146c3 \
+    --hash=sha256:efff12b432179443f54e230fdf60de1f6cc726b6c832db8701227d089310e8aa \
+    --hash=sha256:f090b7ddd13ca842ebfe301cd587a76a4cf0913b1e429eb92c1be5dbeb1a19bc \
+    --hash=sha256:fa0f693d3c68ae925966f0b14b8edda71696608039f4ed61b1fe9ffa468d16db
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+pyaml==25.7.0 \
+    --hash=sha256:ce5d7867cc2b455efdb9b0448324ff7b9f74d99f64650f12ca570102db6b985f \
+    --hash=sha256:e113a64ec16881bf2b092e2beb84b7dcf1bd98096ad17f5f14e8fb782a75d99b
+    # via llama-stack-client
+pyarrow==22.0.0 \
+    --hash=sha256:001ea83a58024818826a9e3f89bf9310a114f7e26dfe404a4c32686f97bd7901 \
+    --hash=sha256:12fe549c9b10ac98c91cf791d2945e878875d95508e1a5d14091a7aaa66d9cf8 \
+    --hash=sha256:252be4a05f9d9185bb8c18e83764ebcfea7185076c07a7a662253af3a8c07941 \
+    --hash=sha256:334f900ff08ce0423407af97e6c26ad5d4e3b0763645559ece6fbf3747d6a8f5 \
+    --hash=sha256:3d600dc583260d845c7d8a6db540339dd883081925da2bd1c5cb808f720b3cd9 \
+    --hash=sha256:44729980b6c50a5f2bfcc2668d36c569ce17f8b17bccaf470c4313dcbbf13c9d \
+    --hash=sha256:6f9762274496c244d951c819348afbcf212714902742225f649cf02823a6a10f \
+    --hash=sha256:a4893d31e5ef780b6edcaf63122df0f8d321088bb0dee4c8c06eccb1ca28d145 \
+    --hash=sha256:a9d9ffdc2ab696f6b15b4d1f7cec6658e1d788124418cb30030afbae31c64746 \
+    --hash=sha256:ac93252226cf288753d8b46280f4edf3433bf9508b6977f8dd8526b521a1bbb9 \
+    --hash=sha256:ba95112d15fd4f1105fb2402c4eab9068f0554435e9b7085924bcfaac2cc306f \
+    --hash=sha256:bba208d9c7decf9961998edf5c65e3ea4355d5818dd6cd0f6809bec1afb951cc \
+    --hash=sha256:bea79263d55c24a32b0d79c00a1c58bb2ee5f0757ed95656b01c0fb310c5af3d \
+    --hash=sha256:c064e28361c05d72eed8e744c9605cbd6d2bb7481a511c74071fd9b24bc65d7d \
+    --hash=sha256:c3200cb41cdbc65156e5f8c908d739b0dfed57e890329413da2748d1a2cd1a4e \
+    --hash=sha256:c6c791b09c57ed76a18b03f2631753a4960eefbbca80f846da8baefc6491fcfe \
+    --hash=sha256:ce20fe000754f477c8a9125543f1936ea5b8867c5406757c224d745ed033e691 \
+    --hash=sha256:cedb9dd9358e4ea1d9bce3665ce0797f6adf97ff142c8e25b46ba9cdd508e9b6 \
+    --hash=sha256:e0a15757fccb38c410947df156f9749ae4a3c89b2393741a50521f39a8cf202a \
+    --hash=sha256:e6e95176209257803a8b3d0394f21604e796dadb643d2f7ca21b66c9c0b30c9a \
+    --hash=sha256:ec1a15968a9d80da01e1d30349b2b0d7cc91e96588ee324ce1b5228175043e95 \
+    --hash=sha256:f7fe3dbe871294ba70d789be16b6e7e52b418311e166e0e3cba9522f0f437fb1
+    # via datasets
+pyasn1==0.6.1 \
+    --hash=sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629 \
+    --hash=sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034
+    # via
+    #   pyasn1-modules
+    #   python-jose
+    #   rsa
+pyasn1-modules==0.4.2 \
+    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
+    --hash=sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6
+    # via google-auth
+pycparser==2.23 \
+    --hash=sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2 \
+    --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
+    # via cffi
+pycryptodomex==3.23.0 \
+    --hash=sha256:02d87b80778c171445d67e23d1caef279bf4b25c3597050ccd2e13970b57fd51 \
+    --hash=sha256:06698f957fe1ab229a99ba2defeeae1c09af185baa909a31a5d1f9d42b1aaed6 \
+    --hash=sha256:189afbc87f0b9f158386bf051f720e20fa6145975f1e76369303d0f31d1a8d7c \
+    --hash=sha256:43c446e2ba8df8889e0e16f02211c25b4934898384c1ec1ec04d7889c0333587 \
+    --hash=sha256:52e5ca58c3a0b0bd5e100a9fbc8015059b05cffc6c66ce9d98b4b45e023443b9 \
+    --hash=sha256:55ccbe27f049743a4caf4f4221b166560d3438d0b1e5ab929e07ae1702a4d6fd \
+    --hash=sha256:58b851b9effd0d072d4ca2e4542bf2a4abcf13c82a29fd2c93ce27ee2a2e9462 \
+    --hash=sha256:6b8962204c47464d5c1c4038abeadd4514a133b28748bcd9fa5b6d62e3cec6fa \
+    --hash=sha256:6bbcb1dd0f646484939e142462d9e532482bc74475cecf9c4903d4e1cd21f003 \
+    --hash=sha256:71909758f010c82bc99b0abf4ea12012c98962fbf0583c2164f8b84533c2e4da \
+    --hash=sha256:7b37e08e3871efe2187bc1fd9320cc81d87caf19816c648f24443483005ff886 \
+    --hash=sha256:8a4fcd42ccb04c31268d1efeecfccfd1249612b4de6374205376b8f280321744 \
+    --hash=sha256:91979028227543010d7b2ba2471cf1d1e398b3f183cb105ac584df0c36dac28d \
+    --hash=sha256:a33986a0066860f7fcf7c7bd2bc804fa90e434183645595ae7b33d01f3c91ed8 \
+    --hash=sha256:a9d446e844f08299236780f2efa9898c818fe7e02f17263866b8550c7d5fb328 \
+    --hash=sha256:b2c2537863eccef2d41061e82a881dcabb04944c5c06c5aa7110b577cc487545 \
+    --hash=sha256:bc65bdd9fc8de7a35a74cab1c898cab391a4add33a8fe740bda00f5976ca4708 \
+    --hash=sha256:bdc69d0d3d989a1029df0eed67cc5e8e5d968f3724f4519bd03e0ec68df7543c \
+    --hash=sha256:c25e30a20e1b426e1f0fa00131c516f16e474204eee1139d1603e132acffc314 \
+    --hash=sha256:c7947ab8d589e3178da3d7cdeabe14f841b391e17046954f2fbcd941705762b5 \
+    --hash=sha256:c885da45e70139464f082018ac527fdaad26f1657a99ee13eecdce0f0ca24ab4 \
+    --hash=sha256:da4fa650cef02db88c2b98acc5434461e027dce0ae8c22dd5a69013eaf510006 \
+    --hash=sha256:f489c4765093fb60e2edafdf223397bc716491b2b69fe74367b70d6999257a5c
+    # via blobfile
+pydantic==2.12.4 \
+    --hash=sha256:0f8cb9555000a4b5b617f66bfd2566264c4984b27589d3b845685983e8ea85ac \
+    --hash=sha256:92d3d202a745d46f9be6df459ac5a064fdaa3c1c4cd8adcfa332ccf3c05f871e
+    # via
+    #   fastapi
+    #   litellm
+    #   llama-stack
+    #   llama-stack-client
+    #   mcp
+    #   openai
+    #   pydantic-settings
+pydantic-core==2.41.5 \
+    --hash=sha256:01a3d0ab748ee531f4ea6c3e48ad9dac84ddba4b0d82291f87248f2f9de8d740 \
+    --hash=sha256:03ca43e12fab6023fc79d28ca6b39b05f794ad08ec2feccc59a339b02f2b3d33 \
+    --hash=sha256:070259a8818988b9a84a449a2a7337c7f430a22acc0859c6b110aa7212a6d9c0 \
+    --hash=sha256:08daa51ea16ad373ffd5e7606252cc32f07bc72b28284b6bc9c6df804816476e \
+    --hash=sha256:0cbaad15cb0c90aa221d43c00e77bb33c93e8d36e0bf74760cd00e732d10a6a0 \
+    --hash=sha256:112e305c3314f40c93998e567879e887a3160bb8689ef3d2c04b6cc62c33ac34 \
+    --hash=sha256:1746d4a3d9a794cacae06a5eaaccb4b8643a131d45fbc9af23e353dc0a5ba5c3 \
+    --hash=sha256:1962293292865bca8e54702b08a4f26da73adc83dd1fcf26fbc875b35d81c815 \
+    --hash=sha256:3f84d5c1b4ab906093bdc1ff10484838aca54ef08de4afa9de0f5f14d69639cd \
+    --hash=sha256:406bf18d345822d6c21366031003612b9c77b3e29ffdb0f612367352aab7d586 \
+    --hash=sha256:482c982f814460eabe1d3bb0adfdc583387bd4691ef00b90575ca0d2b6fe2294 \
+    --hash=sha256:650ae77860b45cfa6e2cdafc42618ceafab3a2d9a3811fcfbd3bbf8ac3c40d36 \
+    --hash=sha256:6561e94ba9dacc9c61bce40e2d6bdc3bfaa0259d3ff36ace3b1e6901936d2e3e \
+    --hash=sha256:65840751b72fbfd82c3c640cff9284545342a4f1eb1586ad0636955b261b0b05 \
+    --hash=sha256:76d0819de158cd855d1cbb8fcafdf6f5cf1eb8e470abe056d5d161106e38062b \
+    --hash=sha256:79ec52ec461e99e13791ec6508c722742ad745571f234ea6255bed38c6480f11 \
+    --hash=sha256:7da7087d756b19037bc2c06edc6c170eeef3c3bafcb8f532ff17d64dc427adfd \
+    --hash=sha256:915c3d10f81bec3a74fbd4faebe8391013ba61e5a1a8d48c4455b923bdda7858 \
+    --hash=sha256:941103c9be18ac8daf7b7adca8228f8ed6bb7a1849020f643b3a14d15b1924d9 \
+    --hash=sha256:97aeba56665b4c3235a0e52b2c2f5ae9cd071b8a8310ad27bddb3f7fb30e9aa2 \
+    --hash=sha256:aabf5777b5c8ca26f7824cb4a120a740c9588ed58df9b2d196ce92fba42ff8dc \
+    --hash=sha256:b74557b16e390ec12dca509bce9264c3bbd128f8a2c376eaa68003d7f327276d \
+    --hash=sha256:b93590ae81f7010dbe380cdeab6f515902ebcbefe0b9327cc4804d74e93ae69d \
+    --hash=sha256:bfea2a5f0b4d8d43adf9d7b8bf019fb46fdd10a2e5cde477fbcb9d1fa08c68e1 \
+    --hash=sha256:c007fe8a43d43b3969e8469004e9845944f1a80e6acd47c150856bb87f230c56 \
+    --hash=sha256:c23e27686783f60290e36827f9c626e63154b82b116d7fe9adba1fda36da706c \
+    --hash=sha256:d38548150c39b74aeeb0ce8ee1d8e82696f4a4e16ddc6de7b1d8823f7de4b9b5 \
+    --hash=sha256:dc799088c08fa04e43144b164feb0c13f9a0bc40503f8df3e9fde58a3c0c101e \
+    --hash=sha256:e536c98a7626a98feb2d3eaf75944ef6f3dbee447e1f841eae16f2f0a72d8ddc \
+    --hash=sha256:e96cea19e34778f8d59fe40775a7a574d95816eb150850a85a7a4c8f4b94ac69 \
+    --hash=sha256:eceb81a8d74f9267ef4081e246ffd6d129da5d87e37a77c9bde550cb04870c1c \
+    --hash=sha256:ed2e99c456e3fadd05c991f8f437ef902e00eedf34320ba2b0842bd1c3ca3a75 \
+    --hash=sha256:f41a7489d32336dbf2199c8c0a215390a751c5b014c2c1c5366e817202e9cdf7
+    # via pydantic
+pydantic-settings==2.12.0 \
+    --hash=sha256:005538ef951e3c2a68e1c08b292b5f2e71490def8589d4221b95dab00dafcfd0 \
+    --hash=sha256:fddb9fd99a5b18da837b29710391e945b1e30c135477f484084ee513adb93809
+    # via mcp
+pygments==2.19.2 \
+    --hash=sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887 \
+    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
+    # via rich
+pyjwt==2.10.1 \
+    --hash=sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953 \
+    --hash=sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb
+    # via mcp
+pyparsing==3.2.5 \
+    --hash=sha256:2df8d5b7b2802ef88e8d016a2eb9c7aeaa923529cd251ed0fe4608275d4105b6 \
+    --hash=sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e
+    # via matplotlib
+pythainlp==5.1.2 \
+    --hash=sha256:035f158007c9c6289cb5afe9b254ecd8177b3b3ea9b184ad842e0e96dd32d3d1 \
+    --hash=sha256:73cd6b20c0499d11ae8b056dcb65f909867cc80cdc2520b80d449899657de2b1
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via
+    #   kubernetes
+    #   matplotlib
+    #   pandas
+python-dotenv==1.2.1 \
+    --hash=sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6 \
+    --hash=sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61
+    # via
+    #   litellm
+    #   llama-stack
+    #   pydantic-settings
+python-jose==3.5.0 \
+    --hash=sha256:abd1202f23d34dfad2c3d28cb8617b90acf34132c7afd60abd0b0b7d3cb55771 \
+    --hash=sha256:fb4eaa44dbeb1c26dcc69e4bd7ec54a1cb8dd64d3b4d81ef08d90ff453f2b01b
+    # via llama-stack
+python-multipart==0.0.20 \
+    --hash=sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104 \
+    --hash=sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13
+    # via
+    #   llama-stack
+    #   mcp
+pytz==2025.2 \
+    --hash=sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3 \
+    --hash=sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00
+    # via pandas
+pyyaml==6.0.3 \
+    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
+    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
+    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
+    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
+    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
+    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
+    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
+    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
+    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
+    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
+    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
+    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
+    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
+    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
+    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
+    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
+    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
+    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
+    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
+    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
+    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
+    # via
+    #   accelerate
+    #   autoevals
+    #   datasets
+    #   huggingface-hub
+    #   kubernetes
+    #   peft
+    #   pyaml
+    #   transformers
+referencing==0.37.0 \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
+    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+regex==2025.11.3 \
+    --hash=sha256:04d2765516395cf7dda331a244a3282c0f5ae96075f728629287dfa6f76ba70a \
+    --hash=sha256:08b884f4226602ad40c5d55f52bf91a9df30f513864e0054bad40c0e9cf1afb7 \
+    --hash=sha256:0d31e08426ff4b5b650f68839f5af51a92a5b51abd8554a60c2fbc7c71f25d0b \
+    --hash=sha256:0f9397d561a4c16829d4e6ff75202c1c08b68a3bdbfe29dbfcdb31c9830907c6 \
+    --hash=sha256:1e00ec2970aab10dc5db34af535f21fcf32b4a31d99e34963419636e2f85ae39 \
+    --hash=sha256:1eb1ebf6822b756c723e09f5186473d93236c06c579d2cc0671a722d2ab14281 \
+    --hash=sha256:1fedc720f9bb2494ce31a58a1631f9c82df6a09b49c19517ea5cc280b4541e01 \
+    --hash=sha256:2292cd5a90dab247f9abe892ac584cb24f0f54680c73fcb4a7493c66c2bf2467 \
+    --hash=sha256:22b29dda7e1f7062a52359fca6e58e548e28c6686f205e780b02ad8ef710de36 \
+    --hash=sha256:28ba4d69171fc6e9896337d4fc63a43660002b7da53fc15ac992abcf3410917c \
+    --hash=sha256:3839967cf4dc4b985e1570fd8d91078f0c519f30491c60f9ac42a8db039be204 \
+    --hash=sha256:3a91e4a29938bc1a082cc28fdea44be420bf2bebe2665343029723892eb073e1 \
+    --hash=sha256:3b3a5f320136873cc5561098dfab677eea139521cb9a9e8db98b7e64aef44cbc \
+    --hash=sha256:3e0b11b2b2433d1c39c7c7a30e3f3d0aeeea44c2a8d0bae28f6b95f639927a69 \
+    --hash=sha256:435bbad13e57eb5606a68443af62bed3556de2f46deb9f7d4237bc2f1c9fb3a0 \
+    --hash=sha256:44f264d4bf02f3176467d90b294d59bf1db9fe53c141ff772f27a8b456b2a9ed \
+    --hash=sha256:454d9b4ae7881afbc25015b8627c16d88a597479b9dea82b8c6e7e2e07240dc7 \
+    --hash=sha256:4aecb6f461316adf9f1f0f6a4a1a3d79e045f9b71ec76055a791affa3b285850 \
+    --hash=sha256:5d9903ca42bfeec4cebedba8022a7c97ad2aab22e09573ce9976ba01b65e4361 \
+    --hash=sha256:639431bdc89d6429f6721625e8129413980ccd62e9d3f496be618a41d205f160 \
+    --hash=sha256:64350685ff08b1d3a6fff33f45a9ca183dc1d58bbfe4981604e70ec9801bbc26 \
+    --hash=sha256:7521684c8c7c4f6e88e35ec89680ee1aa8358d3f09d27dfbdf62c446f5d4c695 \
+    --hash=sha256:75fa6f0056e7efb1f42a1c34e58be24072cb9e61a601340cc1196ae92326a4f9 \
+    --hash=sha256:7a7c7fdf755032ffdd72c77e3d8096bdcb0eb92e89e17571a196f03d88b11b3c \
+    --hash=sha256:7be0277469bf3bd7a34a9c57c1b6a724532a0d235cd0dc4e7f4316f982c28b19 \
+    --hash=sha256:7fe6e5440584e94cc4b3f5f4d98a25e29ca12dccf8873679a635638349831b98 \
+    --hash=sha256:87eb52a81ef58c7ba4d45c3ca74e12aa4b4e77816f72ca25258a85b3ea96cb48 \
+    --hash=sha256:8e026094aa12b43f4fd74576714e987803a315c76edb6b098b9809db5de58f74 \
+    --hash=sha256:9b5aca4d5dfd7fbfbfbdaf44850fcc7709a01146a797536a8f84952e940cca76 \
+    --hash=sha256:9ddc42e68114e161e51e272f667d640f97e84a2b9ef14b7477c53aac20c2d59a \
+    --hash=sha256:a12ab1f5c29b4e93db518f5e3872116b7e9b1646c9f9f426f777b50d44a09e8c \
+    --hash=sha256:a4cb042b615245d5ff9b3794f56be4138b5adc35a4166014d31d1814744148c7 \
+    --hash=sha256:bac4200befe50c670c405dc33af26dad5a3b6b255dd6c000d92fe4629f9ed6a5 \
+    --hash=sha256:bc8ab71e2e31b16e40868a40a69007bc305e1109bd4658eb6cad007e0bf67c41 \
+    --hash=sha256:c1e448051717a334891f2b9a620fe36776ebf3dd8ec46a0b877c8ae69575feb4 \
+    --hash=sha256:c56b4d162ca2b43318ac671c65bd4d563e841a694ac70e1a976ac38fcf4ca1d2 \
+    --hash=sha256:dbe6095001465294f13f1adcd3311e50dd84e5a71525f20a10bd16689c61ce0b \
+    --hash=sha256:dd16e78eb18ffdb25ee33a0682d17912e8cc8a770e885aeee95020046128f1ce \
+    --hash=sha256:df9eb838c44f570283712e7cff14c16329a9f0fb19ca492d21d4b7528ee6821e \
+    --hash=sha256:e43586ce5bd28f9f285a6e729466841368c4a0353f6fd08d4ce4630843d3648a \
+    --hash=sha256:e721d1b46e25c481dc5ded6f4b3f66c897c58d2e8cfdf77bbced84339108b0b9 \
+    --hash=sha256:f117efad42068f9715677c8523ed2be1518116d1c49b1dd17987716695181efe \
+    --hash=sha256:ffcca5b9efe948ba0661e9df0fa50d2bc4b097c70b9810212d6b62f05d83b2dd
+    # via
+    #   nltk
+    #   tiktoken
+    #   transformers
+requests==2.32.5 \
+    --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6 \
+    --hash=sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   datasets
+    #   huggingface-hub
+    #   kubernetes
+    #   llama-stack-client
+    #   opentelemetry-exporter-otlp-proto-http
+    #   pythainlp
+    #   requests-oauthlib
+    #   tiktoken
+    #   transformers
+requests-oauthlib==2.0.0 \
+    --hash=sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36 \
+    --hash=sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9
+    # via kubernetes
+rich==14.2.0 \
+    --hash=sha256:73ff50c7c0c1c77c8243079283f4edb376f0f6442433aecb8ce7e6d0b92d1fe4 \
+    --hash=sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   llama-stack
+    #   llama-stack-client
+rpds-py==0.28.0 \
+    --hash=sha256:04c1b207ab8b581108801528d59ad80aa83bb170b35b0ddffb29c20e411acdc1 \
+    --hash=sha256:0a403460c9dd91a7f23fc3188de6d8977f1d9603a351d5db6cf20aaea95b538d \
+    --hash=sha256:0cb7203c7bc69d7c1585ebb33a2e6074492d2fc21ad28a7b9d40457ac2a51ab7 \
+    --hash=sha256:1f0cfd1c69e2d14f8c892b893997fa9a60d890a0c8a603e88dca4955f26d1edd \
+    --hash=sha256:2374e16cc9131022e7d9a8f8d65d261d9ba55048c78f3b6e017971a4f5e6353c \
+    --hash=sha256:2e42456917b6687215b3e606ab46aa6bca040c77af7df9a08a6dcfe8a4d10ca5 \
+    --hash=sha256:3aa4dc0fdab4a7029ac63959a3ccf4ed605fee048ba67ce89ca3168da34a1342 \
+    --hash=sha256:46959ef2e64f9e4a41fc89aa20dbca2b85531f9a72c21099a3360f35d10b0d5a \
+    --hash=sha256:5a7306c19b19005ad98468fcefeb7100b19c79fc23a5f24a12e06d91181193fa \
+    --hash=sha256:5b43c6a3726efd50f18d8120ec0551241c38785b68952d240c45ea553912ac41 \
+    --hash=sha256:5ee514e0f0523db5d3fb171f397c54875dbbd69760a414dccf9d4d7ad628b5bd \
+    --hash=sha256:5f3fa06d27fdcee47f07a39e02862da0100cb4982508f5ead53ec533cd5fe55e \
+    --hash=sha256:6b4f28583a4f247ff60cd7bdda83db8c3f5b05a7a82ff20dd4b078571747708f \
+    --hash=sha256:735f8495a13159ce6a0d533f01e8674cec0c57038c920495f87dcb20b3ddb48a \
+    --hash=sha256:7a52a5169c664dfb495882adc75c304ae1d50df552fbd68e100fdc719dee4ff9 \
+    --hash=sha256:7b14b0c680286958817c22d76fcbca4800ddacef6f678f3a7c79a1fe7067fe37 \
+    --hash=sha256:7b7d9d83c942855e4fdcfa75d4f96f6b9e272d42fffcb72cd4bb2577db2e2907 \
+    --hash=sha256:8455933b4bcd6e83fde3fefc987a023389c4b13f9a58c8d23e4b3f6d13f78c84 \
+    --hash=sha256:85beb8b3f45e4e32f6802fb6cd6b17f615ef6c6a52f265371fb916fae02814aa \
+    --hash=sha256:8aa23b6f0fc59b85b4c7d89ba2965af274346f738e8d9fc2455763602e62fd5f \
+    --hash=sha256:8d252db6b1a78d0a3928b6190156042d54c93660ce4d98290d7b16b5296fb7cc \
+    --hash=sha256:961ca621ff10d198bbe6ba4957decca61aa2a0c56695384c1d6b79bf61436df5 \
+    --hash=sha256:9a5690671cd672a45aa8616d7374fdf334a1b9c04a0cac3c854b1136e92374fe \
+    --hash=sha256:9f1d92ecea4fa12f978a367c32a5375a1982834649cdb96539dcdc12e609ab1a \
+    --hash=sha256:a2036d09b363aa36695d1cc1a97b36865597f4478470b0697b5ee9403f4fe399 \
+    --hash=sha256:a410542d61fc54710f750d3764380b53bf09e8c4edbf2f9141a82aa774a04f7c \
+    --hash=sha256:abd4df20485a0983e2ca334a216249b6186d6e3c1627e106651943dbdb791aea \
+    --hash=sha256:acbe5e8b1026c0c580d0321c8aae4b0a1e1676861d48d6e8c6586625055b606a \
+    --hash=sha256:ad50614a02c8c2962feebe6012b52f9802deec4263946cddea37aaf28dd25a66 \
+    --hash=sha256:b8e1e9be4fa6305a16be628959188e4fd5cd6f1b0e724d63c6d8b2a8adf74ea6 \
+    --hash=sha256:bcf1d210dfee61a6c86551d67ee1031899c0fdbae88b2d44a569995d43797712 \
+    --hash=sha256:cf128350d384b777da0e68796afdcebc2e9f63f0e9f242217754e647f6d32491 \
+    --hash=sha256:d15431e334fba488b081d47f30f091e5d03c18527c325386091f31718952fe08 \
+    --hash=sha256:d2412be8d00a1b895f8ad827cc2116455196e20ed994bb704bf138fe91a42724 \
+    --hash=sha256:d61b355c3275acb825f8777d6c4505f42b5007e357af500939d4a35b19177259 \
+    --hash=sha256:d678e91b610c29c4b3d52a2c148b641df2b4676ffe47c59f6388d58b99cdc424 \
+    --hash=sha256:d7366b6553cdc805abcc512b849a519167db8f5e5c3472010cd1228b224265cb \
+    --hash=sha256:e0a0311caedc8069d68fc2bf4c9019b58a2d5ce3cd7cb656c845f1615b577e1e \
+    --hash=sha256:e5bbc701eff140ba0e872691d573b3d5d30059ea26e5785acba9132d10c8c31d \
+    --hash=sha256:e5d9b86aa501fed9862a443c5c3116f6ead8bc9296185f369277c42542bd646b \
+    --hash=sha256:e5deca01b271492553fdb6c7fd974659dce736a15bae5dad7ab8b93555bceb28 \
+    --hash=sha256:e819e0e37a44a78e1383bf1970076e2ccc4dc8c2bbaa2f9bd1dc987e9afff628 \
+    --hash=sha256:e9e184408a0297086f880556b6168fa927d677716f83d3472ea333b42171ee3b \
+    --hash=sha256:edd267266a9b0448f33dc465a97cfc5d467594b600fe28e7fa2f36450e03053a \
+    --hash=sha256:f296ea3054e11fc58ad42e850e8b75c62d9a93a9f981ad04b2e5ae7d2186ff9c
+    # via
+    #   jsonschema
+    #   referencing
+rsa==4.9.1 \
+    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762 \
+    --hash=sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75
+    # via
+    #   google-auth
+    #   python-jose
+safetensors==0.6.2 \
+    --hash=sha256:1d2d2b3ce1e2509c68932ca03ab8f20570920cd9754b05063d4368ee52833ecd \
+    --hash=sha256:43ff2aa0e6fa2dc3ea5524ac7ad93a9839256b8703761e76e2d0b2a3fa4f15d9 \
+    --hash=sha256:8045db2c872db8f4cbe3faa0495932d89c38c899c603f21e9b6486951a5ecb8f \
+    --hash=sha256:81e67e8bab9878bb568cffbc5f5e655adb38d2418351dc0859ccac158f753e19 \
+    --hash=sha256:89a89b505f335640f9120fac65ddeb83e40f1fd081cb8ed88b505bdccec8d0a1 \
+    --hash=sha256:93de35a18f46b0f5a6a1f9e26d91b442094f2df02e9fd7acf224cfec4238821a \
+    --hash=sha256:9c85ede8ec58f120bad982ec47746981e210492a6db876882aa021446af8ffba \
+    --hash=sha256:b0e4d029ab0a0e0e4fdf142b194514695b1d7d3735503ba700cf36d0fc7136ce \
+    --hash=sha256:c7b214870df923cbc1593c3faee16bec59ea462758699bd3fee399d00aac072c \
+    --hash=sha256:cab75ca7c064d3911411461151cb69380c9225798a20e712b102edda2542ddb1 \
+    --hash=sha256:d6675cf4b39c98dbd7d940598028f3742e0375a6b4d4277e76beb0c35f4b843b \
+    --hash=sha256:d83c20c12c2d2f465997c51b7ecb00e407e5f94d7dec3ea0cc11d86f60d3fde5 \
+    --hash=sha256:d944cea65fad0ead848b6ec2c37cc0b197194bec228f8020054742190e9312ac \
+    --hash=sha256:fa48268185c52bfe8771e46325a1e21d317207bcabcb72e65c6e28e9ffeb29c7 \
+    --hash=sha256:fc4d0d0b937e04bdf2ae6f70cd3ad51328635fe0e6214aa1fc811f3b576b3bda
+    # via
+    #   accelerate
+    #   peft
+    #   transformers
+scikit-learn==1.7.2 \
+    --hash=sha256:0b7dacaa05e5d76759fb071558a8b5130f4845166d88654a0f9bdf3eb57851b7 \
+    --hash=sha256:191e5550980d45449126e23ed1d5e9e24b2c68329ee1f691a3987476e115e09c \
+    --hash=sha256:20e9e49ecd130598f1ca38a1d85090e1a600147b9c02fa6f15d69cb53d968fda \
+    --hash=sha256:2a41e2a0ef45063e654152ec9d8bcfc39f7afce35b08902bfe290c2498a67a6a \
+    --hash=sha256:502c18e39849c0ea1a5d681af1dbcf15f6cce601aebb657aabbfe84133c1907f \
+    --hash=sha256:57dc4deb1d3762c75d685507fbd0bc17160144b2f2ba4ccea5dc285ab0d0e973 \
+    --hash=sha256:6088aa475f0785e01bcf8529f55280a3d7d298679f50c0bb70a2364a82d0b290 \
+    --hash=sha256:63a9afd6f7b229aad94618c01c252ce9e6fa97918c5ca19c9a17a087d819440c \
+    --hash=sha256:7a4c328a71785382fe3fe676a9ecf2c86189249beff90bf85e22bdb7efaf9ae0 \
+    --hash=sha256:8d91a97fa2b706943822398ab943cde71858a50245e31bc71dba62aab1d60a96 \
+    --hash=sha256:98335fb98509b73385b3ab2bd0639b1f610541d3988ee675c670371d6a87aa7c \
+    --hash=sha256:9acb6c5e867447b4e1390930e3944a005e2cb115922e693c08a323421a6966e8 \
+    --hash=sha256:abebbd61ad9e1deed54cca45caea8ad5f79e1b93173dece40bb8e0c658dbe6fe \
+    --hash=sha256:acbc0f5fd2edd3432a22c69bed78e837c70cf896cd7993d71d51ba6708507476 \
+    --hash=sha256:b4d6e9deed1a47aca9fe2f267ab8e8fe82ee20b4526b2c0cd9e135cea10feb44 \
+    --hash=sha256:e5bf3d930aee75a65478df91ac1225ff89cd28e9ac7bd1196853a9229b6adb0b
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   sentence-transformers
+scipy==1.16.3 \
+    --hash=sha256:01e87659402762f43bd2fee13370553a17ada367d42e7487800bf2916535aecb \
+    --hash=sha256:03192a35e661470197556de24e7cb1330d84b35b94ead65c46ad6f16f6b28f2a \
+    --hash=sha256:0553371015692a898e1aa858fed67a3576c34edefa6b7ebdb4e9dde49ce5c203 \
+    --hash=sha256:062246acacbe9f8210de8e751b16fc37458213f124bef161a5a02c7a39284304 \
+    --hash=sha256:0c3b4dd3d9b08dbce0f3440032c52e9e2ab9f96ade2d3943313dfe51a7056959 \
+    --hash=sha256:0c623a54f7b79dd88ef56da19bc2873afec9673a48f3b85b18e4d402bdd29a5a \
+    --hash=sha256:16b8bc35a4cc24db80a0ec836a9286d0e31b2503cb2fd7ff7fb0e0374a97081d \
+    --hash=sha256:1fb2472e72e24d1530debe6ae078db70fb1605350c88a3d14bc401d6306dbffe \
+    --hash=sha256:2b71d93c8a9936046866acebc915e2af2e292b883ed6e2cbe5c34beb094b82d9 \
+    --hash=sha256:2d1ae2cf0c350e7705168ff2429962a89ad90c2d49d1dd300686d8b2a5af22fc \
+    --hash=sha256:3d4a07a8e785d80289dfe66b7c27d8634a773020742ec7187b85ccc4b0e7b686 \
+    --hash=sha256:50a3dbf286dbc7d84f176f9a1574c705f277cb6565069f88f60db9eafdbe3ee2 \
+    --hash=sha256:56edc65510d1331dae01ef9b658d428e33ed48b4f77b1d51caf479a0253f96dc \
+    --hash=sha256:57d01cb6f85e34f0946b33caa66e892aae072b64b034183f3d87c4025802a119 \
+    --hash=sha256:5803c5fadd29de0cf27fa08ccbfe7a9e5d741bf63e4ab1085437266f12460ff9 \
+    --hash=sha256:63d3cdacb8a824a295191a723ee5e4ea7768ca5ca5f2838532d9f2e2b3ce2135 \
+    --hash=sha256:663b8d66a8748051c3ee9c96465fb417509315b99c71550fda2591d7dd634234 \
+    --hash=sha256:72d1717fd3b5e6ec747327ce9bda32d5463f472c9dce9f54499e81fbd50245a1 \
+    --hash=sha256:7dc1360c06535ea6116a2220f760ae572db9f661aba2d88074fe30ec2aa1ff88 \
+    --hash=sha256:81fc5827606858cf71446a5e98715ba0e11f0dbc83d71c7409d05486592a45d6 \
+    --hash=sha256:8d09d72dc92742988b0e7750bddb8060b0c7079606c0d24a8cc8e9c9c11f9079 \
+    --hash=sha256:96491a6a54e995f00a28a3c3badfff58fd093bf26cd5fb34a2188c8c756a3a2c \
+    --hash=sha256:a8a26c78ef223d3e30920ef759e25625a0ecdd0d60e5a8818b7513c3e5384cf2 \
+    --hash=sha256:b81c27fc41954319a943d43b20e07c40bdcd3ff7cf013f4fb86286faefe546c4 \
+    --hash=sha256:c5192722cffe15f9329a3948c4b1db789fbb1f05c97899187dcf009b283aea70 \
+    --hash=sha256:c97176013d404c7346bf57874eaac5187d969293bf40497140b0a2b2b7482e07 \
+    --hash=sha256:cd13e354df9938598af2be05822c323e97132d5e6306b83a3b4ee6724c6e522e \
+    --hash=sha256:d2ec56337675e61b312179a1ad124f5f570c00f920cc75e1000025451b88241c \
+    --hash=sha256:e7efa2681ea410b10dde31a52b18b0154d66f2485328830e45fdf183af5aefc6 \
+    --hash=sha256:eab43fae33a0c39006a88096cd7b4f4ef545ea0447d250d5ac18202d40b6611d \
+    --hash=sha256:fb4b29f4cf8cc5a8d628bc8d8e26d12d7278cd1f219f22698a378c3d67db5e4b
+    # via
+    #   scikit-learn
+    #   sentence-transformers
+semver==3.0.4 \
+    --hash=sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746 \
+    --hash=sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602
+    # via lightspeed-stack (pyproject.toml)
+sentence-transformers==5.1.2 \
+    --hash=sha256:0f6c8bd916a78dc65b366feb8d22fd885efdb37432e7630020d113233af2b856 \
+    --hash=sha256:724ce0ea62200f413f1a5059712aff66495bc4e815a1493f7f9bca242414c333
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922 \
+    --hash=sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c
+    # via torch
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+    # via
+    #   ecdsa
+    #   kubernetes
+    #   langdetect
+    #   python-dateutil
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
+    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
+    # via
+    #   anyio
+    #   llama-stack-client
+    #   openai
+sqlalchemy==2.0.44 \
+    --hash=sha256:0765e318ee9179b3718c4fd7ba35c434f4dd20332fbc6857a5e8df17719c24d7 \
+    --hash=sha256:0ae7454e1ab1d780aee69fd2aae7d6b8670a581d8847f2d1e0f7ddfbf47e5a22 \
+    --hash=sha256:0b1af8392eb27b372ddb783b317dea0f650241cea5bd29199b22235299ca2e45 \
+    --hash=sha256:119dc41e7a7defcefc57189cfa0e61b1bf9c228211aba432b53fb71ef367fda1 \
+    --hash=sha256:15f3326f7f0b2bfe406ee562e17f43f36e16167af99c4c0df61db668de20002d \
+    --hash=sha256:19de7ca1246fbef9f9d1bff8f1ab25641569df226364a0e40457dc5457c54b05 \
+    --hash=sha256:1e77faf6ff919aa8cd63f1c4e561cac1d9a454a191bb864d5dd5e545935e5a40 \
+    --hash=sha256:2b61188657e3a2b9ac4e8f04d6cf8e51046e28175f79464c67f2fd35bceb0976 \
+    --hash=sha256:2e7b5b079055e02d06a4308d0481658e4f06bc7ef211567edc8f7d5dce52018d \
+    --hash=sha256:585c0c852a891450edbb1eaca8648408a3cc125f18cf433941fa6babcc359e29 \
+    --hash=sha256:72fea91746b5890f9e5e0997f16cbf3d53550580d76355ba2d998311b17b2250 \
+    --hash=sha256:7cbcb47fd66ab294703e1644f78971f6f2f1126424d2b300678f419aa73c7b6e \
+    --hash=sha256:846541e58b9a81cce7dee8329f352c318de25aa2f2bbe1e31587eb1f057448b4 \
+    --hash=sha256:9b94843a102efa9ac68a7a30cd46df3ff1ed9c658100d30a725d10d9c60a2f44 \
+    --hash=sha256:b87e7b91a5d5973dda5f00cd61ef72ad75a1db73a386b62877d4875a8840959c \
+    --hash=sha256:c1c80faaee1a6c3428cecf40d16a2365bcf56c424c92c2b6f0f9ad204b899e9e \
+    --hash=sha256:ee51625c2d51f8baadf2829fae817ad0b66b140573939dd69284d2ba3553ae73 \
+    --hash=sha256:ff486e183d151e51b1d694c7aa1695747599bb00b9f5f604092b54b74c64a8e1
+    # via lightspeed-stack (pyproject.toml)
+sse-starlette==3.0.3 \
+    --hash=sha256:88cfb08747e16200ea990c8ca876b03910a23b547ab3bd764c0d8eb81019b971 \
+    --hash=sha256:af5bf5a6f3933df1d9c7f8539633dc8444ca6a97ab2e2a7cd3b6e431ac03a431
+    # via mcp
+starlette==0.49.3 \
+    --hash=sha256:1c14546f299b5901a1ea0e34410575bc33bbd741377a10484a54445588d00284 \
+    --hash=sha256:b579b99715fdc2980cf88c8ec96d3bf1ce16f5a8051a7c2b84ef9b1cdecaea2f
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   fastapi
+    #   llama-stack
+    #   mcp
+sympy==1.14.0 \
+    --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+    # via torch
+termcolor==3.2.0 \
+    --hash=sha256:610e6456feec42c4bcd28934a8c87a06c3fa28b01561d46aa09a9881b8622c58 \
+    --hash=sha256:a10343879eba4da819353c55cb8049b0933890c2ebf9ad5d3ecd2bb32ea96ea6
+    # via
+    #   fire
+    #   llama-stack
+    #   llama-stack-client
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
+    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
+    # via scikit-learn
+tiktoken==0.12.0 \
+    --hash=sha256:01d99484dc93b129cd0964f9d34eee953f2737301f18b3c7257bf368d7615baa \
+    --hash=sha256:04f0e6a985d95913cabc96a741c5ffec525a2c72e9df086ff17ebe35985c800e \
+    --hash=sha256:06a9f4f49884139013b138920a4c393aa6556b2f8f536345f11819389c703ebb \
+    --hash=sha256:0ee8f9ae00c41770b5f9b0bb1235474768884ae157de3beb5439ca0fd70f3e25 \
+    --hash=sha256:2b90f5ad190a4bb7c3eb30c5fa32e1e182ca1ca79f05e49b448438c3e225a49b \
+    --hash=sha256:35a2f8ddd3824608b3d650a000c1ef71f730d0c56486845705a8248da00f9fe5 \
+    --hash=sha256:4a1a4fcd021f022bfc81904a911d3df0f6543b9e7627b51411da75ff2fe7a1be \
+    --hash=sha256:65b26c7a780e2139e73acc193e5c63ac754021f160df919add909c1492c0fb37 \
+    --hash=sha256:775c2c55de2310cc1bc9a3ad8826761cbdc87770e586fd7b6da7d4589e13dab3 \
+    --hash=sha256:83d16643edb7fa2c99eff2ab7733508aae1eebb03d5dfc46f5565862810f24e3 \
+    --hash=sha256:981a81e39812d57031efdc9ec59fa32b2a5a5524d20d4776574c4b4bd2e9014a \
+    --hash=sha256:9baf52f84a3f42eef3ff4e754a0db79a13a27921b457ca9832cf944c6be4f8f3 \
+    --hash=sha256:a01b12f69052fbe4b080a2cfb867c4de12c704b56178edf1d1d7b273561db160 \
+    --hash=sha256:b18ba7ee2b093863978fcb14f74b3707cdc8d4d4d3836853ce7ec60772139931 \
+    --hash=sha256:b4e7ed1c6a7a8a60a3230965bdedba8cc58f68926b835e519341413370e0399a \
+    --hash=sha256:b8a0cd0c789a61f31bf44851defbd609e8dd1e2c8589c614cc1060940ef1f697 \
+    --hash=sha256:b97f74aca0d78a1ff21b8cd9e9925714c15a9236d6ceacf5c7327c117e6e21e8 \
+    --hash=sha256:d5f89ea5680066b68bcb797ae85219c72916c922ef0fcdd3480c7d2315ffff16 \
+    --hash=sha256:dc2dd125a62cb2b3d858484d6c614d136b5b848976794edfb63688d539b8b93f \
+    --hash=sha256:edde1ec917dfd21c1f2f8046b86348b0f54a2c0547f68149d8600859598769ad \
+    --hash=sha256:fc530a28591a2d74bce821d10b418b26a094bf33839e69042a6e86ddb7a7fb27 \
+    --hash=sha256:ffc5288f34a8bc02e1ea7047b8d041104791d2ddbf42d1e5fa07822cbffe16bd
+    # via
+    #   litellm
+    #   llama-stack
+tokenizers==0.22.1 \
+    --hash=sha256:19d2962dd28bc67c1f205ab180578a78eef89ac60ca7ef7cbe9635a46a56422a \
+    --hash=sha256:331d6d149fa9c7d632cde4490fb8bbb12337fa3a0232e77892be656464f4b446 \
+    --hash=sha256:38201f15cdb1f8a6843e6563e6e79f4abd053394992b9bbdf5213ea3469b4ae7 \
+    --hash=sha256:59fdb013df17455e5f950b4b834a7b3ee2e0271e6378ccb33aa74d178b513c73 \
+    --hash=sha256:607989f2ea68a46cb1dfbaf3e3aabdf3f21d8748312dbeb6263d1b3b66c5010a \
+    --hash=sha256:61de6522785310a309b3407bac22d99c4db5dba349935e99e4d15ea2226af2d9 \
+    --hash=sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138 \
+    --hash=sha256:8d4e484f7b0827021ac5f9f71d4794aaef62b979ab7608593da22b1d2e3c4edc \
+    --hash=sha256:a0f307d490295717726598ef6fa4f24af9d484809223bbc253b201c740a06390 \
+    --hash=sha256:afd7594a56656ace95cdd6df4cca2e4059d294c5cfb1679c57824b605556cb2f \
+    --hash=sha256:b5120eed1442765cd90b903bb6cfef781fd8fe64e34ccaecbae4c619b7b12a82 \
+    --hash=sha256:ba0a64f450b9ef412c98f6bcd2a50c6df6e2443b560024a09fa6a03189726879 \
+    --hash=sha256:d1cbe5454c9a15df1b3443c726063d930c16f047a3cc724b9e6e1a91140e5a21 \
+    --hash=sha256:e2ef6063d7a84994129732b47e7915e8710f27f99f3a3260b8a38fc7ccd083f4 \
+    --hash=sha256:e7d094ae6312d69cc2a872b54b91b309f4f6fbce871ef28eb27b52a98e4d0214
+    # via
+    #   litellm
+    #   transformers
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2 \
+    --hash=sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2
+    # via
+    #   datasets
+    #   huggingface-hub
+    #   llama-stack-client
+    #   nltk
+    #   openai
+    #   peft
+    #   sentence-transformers
+    #   transformers
+transformers==4.57.1 \
+    --hash=sha256:b10d05da8fa67dc41644dbbf9bc45a44cb86ae33da6f9295f5fbf5b7890bd267 \
+    --hash=sha256:f06c837959196c75039809636cd964b959f6604b75b8eeec6fdfc0440b89cc55
+    # via
+    #   lightspeed-stack (pyproject.toml:llslibdev)
+    #   peft
+    #   sentence-transformers
+    #   trl
+tree-sitter==0.25.2 \
+    --hash=sha256:0628671f0de69bb279558ef6b640bcfc97864fe0026d840f872728a86cd6b6cd \
+    --hash=sha256:0c8b6682cac77e37cfe5cf7ec388844957f48b7bd8d6321d0ca2d852994e10d5 \
+    --hash=sha256:463c032bd02052d934daa5f45d183e0521ceb783c2548501cf034b0beba92c9b \
+    --hash=sha256:6d0302550bbe4620a5dc7649517c4409d74ef18558276ce758419cf09e578897 \
+    --hash=sha256:b3f63a1796886249bd22c559a5944d64d05d43f2be72961624278eff0dcc5cb8 \
+    --hash=sha256:b43a9e4c89d4d0839de27cd4d6902d33396de700e9ff4c5ab7631f277a85ead9 \
+    --hash=sha256:b878e296e63661c8e124177cc3084b041ba3f5936b43076d57c487822426f614 \
+    --hash=sha256:bd88fbb0f6c3a0f28f0a68d72df88e9755cf5215bae146f5a1bdc8362b772053 \
+    --hash=sha256:c0c0ab5f94938a23fe81928a21cc0fac44143133ccc4eb7eeb1b92f84748331c \
+    --hash=sha256:d77605e0d353ba3fe5627e5490f0fbfe44141bafa4478d88ef7954a61a848dae \
+    --hash=sha256:dd12d80d91d4114ca097626eb82714618dcdfacd6a5e0955216c6485c350ef99 \
+    --hash=sha256:ddabfff809ffc983fc9963455ba1cecc90295803e06e140a4c83e94c1fa3d960 \
+    --hash=sha256:f5ddcd3e291a749b62521f71fc953f66f5fd9743973fd6dd962b092773569601 \
+    --hash=sha256:fbb1706407c0e451c4f8cc016fec27d72d4b211fdd3173320b1ada7a6c74c3ac \
+    --hash=sha256:fe43c158555da46723b28b52e058ad444195afd1db3ca7720c59a254544e9c20
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+trl==0.25.1 \
+    --hash=sha256:451f0cc9146aadb46f3a755a5375668869dd93c57e936f7070a92145eb2333c7 \
+    --hash=sha256:4983310e7cf7b126f46b9cf2a4006ea160f52d9627230efe74e498211039c0c7
+    # via lightspeed-stack (pyproject.toml:llslibdev)
+typing-extensions==4.15.0 \
+    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+    # via
+    #   aiosignal
+    #   aiosqlite
+    #   anyio
+    #   fastapi
+    #   grpcio
+    #   huggingface-hub
+    #   llama-stack-client
+    #   openai
+    #   opentelemetry-api
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+    #   opentelemetry-sdk
+    #   opentelemetry-semantic-conventions
+    #   pydantic
+    #   pydantic-core
+    #   referencing
+    #   sentence-transformers
+    #   sqlalchemy
+    #   starlette
+    #   torch
+    #   typing-inspection
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
+    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
+    # via
+    #   pydantic
+    #   pydantic-settings
+tzdata==2025.2 \
+    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8 \
+    --hash=sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9
+    # via pandas
+urllib3==2.3.0 \
+    --hash=sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df \
+    --hash=sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d
+    # via
+    #   blobfile
+    #   kubernetes
+    #   requests
+uvicorn==0.38.0 \
+    --hash=sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02 \
+    --hash=sha256:fd97093bdd120a2609fc0d3afe931d4d4ad688b6e75f0f929fde1bc36fe0e91d
+    # via
+    #   lightspeed-stack (pyproject.toml)
+    #   llama-stack
+    #   mcp
+wcwidth==0.2.14 \
+    --hash=sha256:4d478375d31bc5395a3c55c40ccdf3354688364cd61c4f6adacaa9215d0b3605 \
+    --hash=sha256:a7bb560c8aee30f9957e5f9895805edd20602f2d7f720186dfd906e82b4982e1
+    # via prompt-toolkit
+websocket-client==1.9.0 \
+    --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+    # via kubernetes
+wrapt==1.17.3 \
+    --hash=sha256:042ec3bb8f319c147b1301f2393bc19dba6e176b7da446853406d041c36c7828 \
+    --hash=sha256:0b02e424deef65c9f7326d8c19220a2c9040c51dc165cddb732f16198c168396 \
+    --hash=sha256:0ed61b7c2d49cee3c027372df5809a59d60cf1b6c2f81ee980a091f3afed6a2d \
+    --hash=sha256:16ecf15d6af39246fe33e507105d67e4b81d8f8d2c6598ff7e3ca1b8a37213f7 \
+    --hash=sha256:1f0b2f40cf341ee8cc1a97d51ff50dddb9fcc73241b9143ec74b30fc4f44f6cb \
+    --hash=sha256:3af60380ba0b7b5aeb329bc4e402acd25bd877e98b3727b0135cb5c2efdaefe9 \
+    --hash=sha256:423ed5420ad5f5529db9ce89eac09c8a2f97da18eb1c870237e84c5a5c2d60aa \
+    --hash=sha256:4da9f45279fff3543c371d5ababc57a0384f70be244de7759c85a7f989cb4ebe \
+    --hash=sha256:53e5e39ff71b3fc484df8a522c933ea2b7cdd0d5d15ae82e5b23fde87d44cbd8 \
+    --hash=sha256:54a30837587c6ee3cd1a4d1c2ec5d24e77984d44e2f34547e2323ddb4e22eb77 \
+    --hash=sha256:604d076c55e2fdd4c1c03d06dc1a31b95130010517b5019db15365ec4a405fc6 \
+    --hash=sha256:6b538e31eca1a7ea4605e44f81a48aa24c4632a277431a6ed3f328835901f4fd \
+    --hash=sha256:6fd1ad24dc235e4ab88cda009e19bf347aabb975e44fd5c2fb22a3f6e4141277 \
+    --hash=sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22 \
+    --hash=sha256:7425ac3c54430f5fc5e7b6f41d41e704db073309acfc09305816bc6a0b26bb16 \
+    --hash=sha256:74afa28374a3c3a11b3b5e5fca0ae03bef8450d6aa3ab3a1e2c30e3a75d023dc \
+    --hash=sha256:9baa544e6acc91130e926e8c802a17f3b16fbea0fd441b5a60f5cf2cc5c3deba \
+    --hash=sha256:a47681378a0439215912ef542c45a783484d4dd82bac412b71e59cf9c0e1cea0 \
+    --hash=sha256:ab232e7fdb44cdfbf55fc3afa31bcdb0d8980b9b95c38b6405df2acb672af0e0 \
+    --hash=sha256:e01375f275f010fcbf7f643b4279896d04e571889b8a5b3f848423d91bf07050 \
+    --hash=sha256:e71d5c6ebac14875668a1e90baf2ea0ef5b7ac7918355850c0908ae82bcb297c \
+    --hash=sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0
+    # via opentelemetry-instrumentation
+xxhash==3.6.0 \
+    --hash=sha256:01362c4331775398e7bb34e3ab403bc9ee9f7c497bc7dee6272114055277dd3c \
+    --hash=sha256:0e4edbfc7d420925b0dd5e792478ed393d6e75ff8fc219a6546fb446b6a417b1 \
+    --hash=sha256:1244460adc3a9be84731d72b8e80625788e5815b68da3da8b83f78115a40a7ec \
+    --hash=sha256:2577b276e060b73b73a53042ea5bd5203d3e6347ce0d09f98500f418a9fcf799 \
+    --hash=sha256:2aa5ee3444c25b69813663c9f8067dcfaa2e126dc55e8dddf40f4d1c25d7effa \
+    --hash=sha256:3ed0df1b11a79856df5ffcab572cbd6b9627034c1c748c5566fa79df9048a7c5 \
+    --hash=sha256:40c391dd3cd041ebc3ffe6f2c862f402e306eb571422e0aa918d8070ba31da11 \
+    --hash=sha256:418daf3db71e1413cfe211c2f9a528456936645c17f46b5204705581a45390ae \
+    --hash=sha256:42c36dd7dbad2f5238950c377fcbf6811b1cdb1c444fab447960030cea60504d \
+    --hash=sha256:457b8f85dec5825eed7b69c11ae86834a018b8e3df5e77783c999663da2f96d6 \
+    --hash=sha256:49e03e6fe2cac4a1bc64952dd250cf0dbc5ef4ebb7b8d96bce82e2de163c82a2 \
+    --hash=sha256:4b54219177f6c6674d5378bd862c6aedf64725f70dd29c472eaae154df1a2e89 \
+    --hash=sha256:50fc255f39428a27299c20e280d6193d8b63b8ef8028995323bf834a026b4fbb \
+    --hash=sha256:568a6d743219e717b07b4e03b0a828ce593833e498c3b64752e0f5df6bfe84db \
+    --hash=sha256:599e64ba7f67472481ceb6ee80fa3bd828fd61ba59fb11475572cc5ee52b89ec \
+    --hash=sha256:5f059d9faeacd49c0215d66f4056e1326c80503f51a1532ca336a385edadd033 \
+    --hash=sha256:6105ef7e62b5ac73a837778efc331a591d8442f8ef5c7e102376506cb4ae2729 \
+    --hash=sha256:6f2580ffab1a8b68ef2b901cde7e55fa8da5e4be0977c68f78fc80f3c143de42 \
+    --hash=sha256:6fb5f5476bef678f69db04f2bd1efbed3030d2aba305b0fc1773645f187d6a4e \
+    --hash=sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392 \
+    --hash=sha256:78e7f2f4c521c30ad5e786fdd6bae89d47a32672a80195467b5de0480aa97b1f \
+    --hash=sha256:794fe9145fe60191c6532fa95063765529770edcdd67b3d537793e8004cabbfd \
+    --hash=sha256:7d14a6cfaf03b1b6f5f9790f76880601ccc7896aff7ab9cd8978a939c1eb7e0d \
+    --hash=sha256:7d8b8aaa30fca4f16f0c84a5c8d7ddee0e25250ec2796c973775373257dde8f1 \
+    --hash=sha256:843b52f6d88071f87eba1631b684fcb4b2068cd2180a0224122fe4ef011a9374 \
+    --hash=sha256:858dc935963a33bc33490128edc1c12b0c14d9c7ebaa4e387a7869ecc4f3e263 \
+    --hash=sha256:93f107c673bccf0d592cdba077dedaf52fe7f42dcd7676eba1f6d6f0c3efffd2 \
+    --hash=sha256:a42e633d75cdad6d625434e3468126c73f13f7584545a9cf34e883aa1710e702 \
+    --hash=sha256:b1e420ef35c503869c4064f4a2f2b08ad6431ab7b229a05cce39d74268bca6b8 \
+    --hash=sha256:b45fad44d9c5c119e9c6fbf2e1c656a46dc68e280275007bbfd3d572b21426db \
+    --hash=sha256:b7b2df81a23f8cb99656378e72501b2cb41b1827c0f5a86f87d6b06b69f9f204 \
+    --hash=sha256:ba284920194615cb8edf73bf52236ce2e1664ccd4a38fdb543506413529cc546 \
+    --hash=sha256:bd17fede52a17a4f9a7bc4472a5867cb0b160deeb431795c0e4abe158bc784e9 \
+    --hash=sha256:bec91b562d8012dae276af8025a55811b875baace6af510412a5e58e3121bc54 \
+    --hash=sha256:c0f2ab8c715630565ab8991b536ecded9416d615538be8ecddce43ccf26cbc7c \
+    --hash=sha256:d597acf8506d6e7101a4a44a5e428977a51c0fadbbfd3c39650cca9253f6e5a6 \
+    --hash=sha256:d706dca2d24d834a4661619dcacf51a75c16d65985718d6a7d73c1eeeb903ddf \
+    --hash=sha256:dc94790144e66b14f67b10ac8ed75b39ca47536bf8800eb7c24b50271ea0c490 \
+    --hash=sha256:eae5c13f3bc455a3bbb68bdc513912dc7356de7e2280363ea235f71f54064829 \
+    --hash=sha256:ec44b73a4220623235f67a996c862049f375df3b1052d9899f40a6382c32d746 \
+    --hash=sha256:f01375c0e55395b814a679b3eea205db7919ac2af213f4a6682e01220e5fe292 \
+    --hash=sha256:f0162a78b13a0d7617b2845b90c763339d1f1d82bb04a4b07f4ab535cc5e05d6 \
+    --hash=sha256:f205badabde7aafd1a31e8ca2a3e5a763107a71c397c4481d6a804eb5063d8bd \
+    --hash=sha256:f22927652cba98c44639ffdc7aaf35828dccf679b10b31c4ad72a5b530a18eb7 \
+    --hash=sha256:f7f99123f0e1194fa59cc69ad46dbae2e07becec5df50a0509a808f90a0f03f0 \
+    --hash=sha256:fba27a198363a7ef87f8c0f6b171ec36b674fe9053742c58dd7e3201c1ab30ee
+    # via datasets
+yarl==1.22.0 \
+    --hash=sha256:01e73b85a5434f89fc4fe27dcda2aff08ddf35e4d47bbbea3bdcd25321af538a \
+    --hash=sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff \
+    --hash=sha256:139718f35149ff544caba20fce6e8a2f71f1e39b92c700d8438a0b1d2a631a02 \
+    --hash=sha256:1834bb90991cc2999f10f97f5f01317f99b143284766d197e43cd5b45eb18d03 \
+    --hash=sha256:1e8fbaa7cec507aa24ea27a01456e8dd4b6fab829059b69844bd348f2d467124 \
+    --hash=sha256:22965c2af250d20c873cdbee8ff958fb809940aeb2e74ba5f20aaf6b7ac8c70c \
+    --hash=sha256:243dda95d901c733f5b59214d28b0120893d91777cb8aa043e6ef059d3cddfe2 \
+    --hash=sha256:2ca6fd72a8cd803be290d42f2dec5cdcd5299eeb93c2d929bf060ad9efaf5de0 \
+    --hash=sha256:31f0b53913220599446872d757257be5898019c85e7971599065bc55065dc99d \
+    --hash=sha256:3b7c88eeef021579d600e50363e0b6ee4f7f6f728cd3486b9d0f3ee7b946398d \
+    --hash=sha256:42188e6a615c1a75bcaa6e150c3fe8f3e8680471a6b10150c5f7e83f47cc34d2 \
+    --hash=sha256:433885ab5431bc3d3d4f2f9bd15bfa1614c522b0f1405d62c4f926ccd69d04fa \
+    --hash=sha256:4398557cbf484207df000309235979c79c4356518fd5c99158c7d38203c4da4f \
+    --hash=sha256:47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d \
+    --hash=sha256:47d8a5c446df1c4db9d21b49619ffdba90e77c89ec6e283f453856c74b50b9e3 \
+    --hash=sha256:47fdb18187e2a4e18fda2c25c05d8251a9e4a521edaed757fef033e7d8498d9a \
+    --hash=sha256:50678a3b71c751d58d7908edc96d332af328839eea883bb554a43f539101277a \
+    --hash=sha256:59c189e3e99a59cf8d83cbb31d4db02d66cda5a1a4374e8a012b51255341abf5 \
+    --hash=sha256:5a3bf7f62a289fa90f1990422dc8dff5a458469ea71d1624585ec3a4c8d6960f \
+    --hash=sha256:5c401e05ad47a75869c3ab3e35137f8468b846770587e70d71e11de797d113df \
+    --hash=sha256:5d0fcda9608875f7d052eff120c7a5da474a6796fe4d83e152e0e4d42f6d1a9b \
+    --hash=sha256:6c5010a52015e7c70f86eb967db0f37f3c8bd503a695a49f8d45700144667708 \
+    --hash=sha256:70dfd4f241c04bd9239d53b17f11e6ab672b9f1420364af63e8531198e3f5fe8 \
+    --hash=sha256:719ae08b6972befcba4310e49edb1161a88cdd331e3a694b84466bd938a6ab10 \
+    --hash=sha256:7861058d0582b847bc4e3a4a4c46828a410bca738673f35a29ba3ca5db0b473b \
+    --hash=sha256:8884d8b332a5e9b88e23f60bb166890009429391864c685e17bd73a9eda9105c \
+    --hash=sha256:8dee9c25c74997f6a750cd317b8ca63545169c098faee42c84aa5e506c819b53 \
+    --hash=sha256:939fe60db294c786f6b7c2d2e121576628468f65453d86b0fe36cb52f987bd74 \
+    --hash=sha256:9d7672ecf7557476642c88497c2f8d8542f8e36596e928e9bcba0e42e1e7d71f \
+    --hash=sha256:a49370e8f711daec68d09b821a34e1167792ee2d24d405cbc2387be4f158b520 \
+    --hash=sha256:b0748275abb8c1e1e09301ee3cf90c8a99678a4e92e4373705f2a2570d581273 \
+    --hash=sha256:b4f15793aa49793ec8d1c708ab7f9eded1aa72edc5174cae703651555ed1b601 \
+    --hash=sha256:b790b39c7e9a4192dc2e201a282109ed2985a1ddbd5ac08dc56d0e121400a8f7 \
+    --hash=sha256:b8a0588521a26bf92a57a1705b77b8b59044cdceccac7151bd8d229e66b8dedb \
+    --hash=sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71 \
+    --hash=sha256:bec03d0d388060058f5d291a813f21c011041938a441c593374da6077fe21b1b \
+    --hash=sha256:c7044802eec4524fde550afc28edda0dd5784c4c45f0be151a2d3ba017daca7d \
+    --hash=sha256:ca1f59c4e1ab6e72f0a23c13fca5430f889634166be85dbf1013683e49e3278e \
+    --hash=sha256:cfebc0ac8333520d2d0423cbbe43ae43c8838862ddb898f5ca68565e395516e9 \
+    --hash=sha256:d3e32536234a95f513bd374e93d717cf6b2231a791758de6c509e3653f234c95 \
+    --hash=sha256:de6b9a04c606978fdfe72666fa216ffcf2d1a9f6a381058d4378f8d7b1e5de62 \
+    --hash=sha256:e1651bf8e0398574646744c1885a41198eba53dc8a9312b954073f845c90a8df \
+    --hash=sha256:e1b51bebd221006d3d2f95fbe124b22b247136647ae5dcc8c7acafba66e5ee67 \
+    --hash=sha256:e340382d1afa5d32b892b3ff062436d592ec3d692aeea3bef3a5cfe11bbf8c6f \
+    --hash=sha256:e5542339dcf2747135c5c85f68680353d5cb9ffd741c0f2e8d832d054d41f35a \
+    --hash=sha256:ea70f61a47f3cc93bdf8b2f368ed359ef02a01ca6393916bc8ff877427181e74 \
+    --hash=sha256:f1e09112a2c31ffe8d80be1b0988fa6a18c5d5cad92a9ffbb1c04c91bfe52ad2 \
+    --hash=sha256:f4afb5c34f2c6fecdcc182dfcfc6af6cccf1aa923eed4d6a12e9d96904e1a0d8 \
+    --hash=sha256:f6d2cb59377d99718913ad9a151030d6f83ef420a2b8f521d94609ecc106ee82 \
+    --hash=sha256:ff86011bd159a9d2dfc89c34cfd8aff12875980e3bd6a39ff097887520e60249
+    # via aiohttp
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e \
+    --hash=sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166
+    # via importlib-metadata
diff --git a/rpms.in.yaml b/rpms.in.yaml
new file mode 100644
index 00000000..2d9c836c
--- /dev/null
+++ b/rpms.in.yaml
@@ -0,0 +1,4 @@
+packages: [gcc, jq, patch]
+contentOrigin:
+  repofiles: ["./ubi.repo"]
+arches: [x86_64, aarch64]
diff --git a/rpms.lock.yaml b/rpms.lock.yaml
new file mode 100644
index 00000000..9023d573
--- /dev/null
+++ b/rpms.lock.yaml
@@ -0,0 +1,355 @@
+---
+lockfileVersion: 1
+lockfileVendor: redhat
+arches:
+- arch: aarch64
+  packages:
+  - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/c/cpp-11.5.0-5.el9_5.aarch64.rpm
+    repoid: ubi-9-appstream-rpms
+    size: 10795955
+    checksum: sha256:fd6561d7ca6a5ec7a9d9c17c623d97c24eec8f6c8de91081ba95343ebd0de7c2
+    name: cpp
+    evr: 11.5.0-5.el9_5
+    sourcerpm: gcc-11.5.0-5.el9_5.src.rpm
+  - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/g/gcc-11.5.0-5.el9_5.aarch64.rpm
+    repoid: ubi-9-appstream-rpms
+    size: 31300907
+    checksum: sha256:0adab9938458e552e3d5433c668d7abb946be0a81b2b510a201136efbca51601
+    name: gcc
+    evr: 11.5.0-5.el9_5
+    sourcerpm: gcc-11.5.0-5.el9_5.src.rpm
+  - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/g/glibc-devel-2.34-168.el9_6.24.aarch64.rpm
+    repoid: ubi-9-appstream-rpms
+    size: 561564
+    checksum: sha256:775e17a2f79a700ba9c3f2407e6a55b2a356b31ff3484581eb7f5086b2e0bee8
+    name: glibc-devel
+    evr: 2.34-168.el9_6.24
+    sourcerpm: glibc-2.34-168.el9_6.24.src.rpm
+  - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/k/kernel-headers-5.14.0-570.60.1.el9_6.aarch64.rpm
+    repoid: ubi-9-appstream-rpms
+    size: 3697533
+    checksum: sha256:bd936eedb865fc20315eaebd3817d20228ef64909f0367cba86f4241164f1ab8
+    name: kernel-headers
+    evr: 5.14.0-570.60.1.el9_6
+    sourcerpm: kernel-5.14.0-570.60.1.el9_6.src.rpm
+  - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/l/libasan-11.5.0-5.el9_5.aarch64.rpm
+    repoid: ubi-9-appstream-rpms
+    size: 413819
+    checksum: sha256:3febfe157847f68e8c94796eb4a0e2d4c3c660b33c91ad068dd75f785ae76fa0
+    name: libasan
+    evr: 11.5.0-5.el9_5
+    sourcerpm: gcc-11.5.0-5.el9_5.src.rpm
+  - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/l/libmpc-1.2.1-4.el9.aarch64.rpm
+    repoid: ubi-9-appstream-rpms
+    size: 67120
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+    checksum: sha256:bb47b4ecc499c308f41031a99e723827d152d5d750f59849d0c265d820944a26
+    name: pkgconf
+    evr: 1.7.3-10.el9
+    sourcerpm: pkgconf-1.7.3-10.el9.src.rpm
+  - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/x86_64/baseos/os/Packages/p/pkgconf-m4-1.7.3-10.el9.noarch.rpm
+    repoid: ubi-9-baseos-rpms
+    size: 16054
+    checksum: sha256:91bafd6e06099451f60288327b275cfcc651822f6145176a157c6b0fa5131e02
+    name: pkgconf-m4
+    evr: 1.7.3-10.el9
+    sourcerpm: pkgconf-1.7.3-10.el9.src.rpm
+  - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/x86_64/baseos/os/Packages/p/pkgconf-pkg-config-1.7.3-10.el9.x86_64.rpm
+    repoid: ubi-9-baseos-rpms
+    size: 12438
+    checksum: sha256:9a502d81d73d3303ceb53a06ad7ce525c97117ea64352174a33708bf3429283d
+    name: pkgconf-pkg-config
+    evr: 1.7.3-10.el9
+    sourcerpm: pkgconf-1.7.3-10.el9.src.rpm
+  source: []
+  module_metadata: []
diff --git a/scripts/remove_torch_deps.sh b/scripts/remove_torch_deps.sh
new file mode 100755
index 00000000..81f07737
--- /dev/null
+++ b/scripts/remove_torch_deps.sh
@@ -0,0 +1,55 @@
+#!/bin/bash
+
+# Script to remove torch dependencies from requirements.txt
+# Detects torch==<version> and removes it along with all subsequent lines starting with 4 spaces
+
+set -e
+
+# Get the input file (default to requirements.x86_64.txt)
+INPUT_FILE="${1:-requirements.x86_64.txt}"
+
+if [ ! -f "$INPUT_FILE" ]; then
+    echo "Error: File '$INPUT_FILE' not found"
+    exit 1
+fi
+
+# Create a backup
+BACKUP_FILE="${INPUT_FILE}.backup"
+cp "$INPUT_FILE" "$BACKUP_FILE"
+echo "Created backup: $BACKUP_FILE"
+
+# Use awk to process the file
+awk '
+BEGIN {
+    in_torch_section = 0
+}
+
+# If we find a line starting with torch==
+/^torch==/ {
+    in_torch_section = 1
+    next  # Skip this line
+}
+
+# If we are in torch section and line starts with 4 spaces, skip it
+in_torch_section == 1 && /^    / {
+    next  # Skip this line
+}
+
+# If we are in torch section and line does NOT start with 4 spaces, exit torch section
+in_torch_section == 1 && !/^    / {
+    in_torch_section = 0
+    # Fall through to print this line
+}
+
+# Print all lines that are not part of torch section
+in_torch_section == 0 {
+    print
+}
+' "$INPUT_FILE" > "${INPUT_FILE}.tmp"
+
+# Replace original file with processed version
+mv "${INPUT_FILE}.tmp" "$INPUT_FILE"
+
+echo "Successfully removed torch dependencies from $INPUT_FILE"
+echo "Original file backed up to $BACKUP_FILE"
+diff "$INPUT_FILE" "$BACKUP_FILE" || true
diff --git a/ubi.repo b/ubi.repo
new file mode 100644
index 00000000..aa4f9534
--- /dev/null
+++ b/ubi.repo
@@ -0,0 +1,62 @@
+[ubi-9-baseos-rpms]
+name = Red Hat Universal Base Image 9 (RPMs) - BaseOS
+baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/baseos/os
+enabled = 1
+gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release
+gpgcheck = 1
+
+[ubi-9-baseos-debug-rpms]
+name = Red Hat Universal Base Image 9 (Debug RPMs) - BaseOS
+baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/baseos/debug
+enabled = 0
+gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release
+gpgcheck = 1
+
+[ubi-9-baseos-source-rpms]
+name = Red Hat Universal Base Image 9 (Source RPMs) - BaseOS
+baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/baseos/source/SRPMS
+enabled = 0
+gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release
+gpgcheck = 1
+
+[ubi-9-appstream-rpms]
+name = Red Hat Universal Base Image 9 (RPMs) - AppStream
+baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/appstream/os
+enabled = 1
+gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release
+gpgcheck = 1
+
+[ubi-9-appstream-debug-rpms]
+name = Red Hat Universal Base Image 9 (Debug RPMs) - AppStream
+baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/appstream/debug
+enabled = 0
+gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release
+gpgcheck = 1
+
+[ubi-9-appstream-source-rpms]
+name = Red Hat Universal Base Image 9 (Source RPMs) - AppStream
+baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/appstream/source/SRPMS
+enabled = 0
+gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release
+gpgcheck = 1
+
+[ubi-9-codeready-builder-rpms]
+name = Red Hat Universal Base Image 9 (RPMs) - CodeReady Builder
+baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/codeready-builder/os
+enabled = 1
+gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release
+gpgcheck = 1
+
+[ubi-9-codeready-builder-debug-rpms]
+name = Red Hat Universal Base Image 9 (Debug RPMs) - CodeReady Builder
+baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/codeready-builder/debug
+enabled = 0
+gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release
+gpgcheck = 1
+
+[ubi-9-codeready-builder-source-rpms]
+name = Red Hat Universal Base Image 9 (Source RPMs) - CodeReady Builder
+baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/codeready-builder/source/SRPMS
+enabled = 0
+gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release
+gpgcheck = 1
diff --git a/uv.lock b/uv.lock
index 5c09e035..ff0ba6bf 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1490,7 +1490,7 @@ llslibdev = [
     { name = "requests", specifier = ">=2.32.4" },
     { name = "scikit-learn", specifier = ">=1.5.2" },
     { name = "sentence-transformers", specifier = ">=5.0.0" },
-    { name = "torch", specifier = "==2.7.1", index = "https://download.pytorch.org/whl/cpu" },
+    { name = "torch", specifier = "==2.7.1", index = "https://download.pytorch.org/whl/cpu", conflict = { package = "lightspeed-stack", group = "llslibdev" } },
     { name = "transformers", specifier = ">=4.34.0" },
     { name = "tree-sitter", specifier = ">=0.24.0" },
     { name = "trl", specifier = ">=0.18.2" },