diff --git a/.github/actions/test-packages/action.yml b/.github/actions/test-packages/action.yml
new file mode 100644
index 0000000000..368c0c1357
--- /dev/null
+++ b/.github/actions/test-packages/action.yml
@@ -0,0 +1,40 @@
+name: 'Test Built Packages'
+description: 'Sets up environment from built packages and runs tests'
+inputs:
+  python-version:
+    description: 'Python version to use'
+    required: true
+  google-drive-clientid-json:
+    description: 'Google Drive client ID JSON'
+    required: false
+  google-source-unit-test-folder:
+    description: 'Google source unit test folder'
+    required: false
+  google-drive-target-email:
+    description: 'Google Drive target email'
+    required: false
+
+runs:
+  using: "composite"
+  steps:
+    - name: Run Tests With Coverage (package)
+      shell: bash
+      run: |
+        # Create a fresh virtual environment
+        uv venv --python ${{ inputs.python-version }}
+
+        uv pip install --find-links dist  "$(ls dist/ragbits-*.whl)[a2a,azure,chroma,cli,fastembed,fastembed-gpu,gcs,google-drive,hf,local,logfire,mcp,openai,otel,pgvector,promptfoo,qdrant,ray,relari,s3,sql,unstructured,weaviate]"
+
+        uv pip install docling==2.15.1 torch==2.2.2 pyarrow==17.0.0 ray==2.43.0
+
+        # Install test dependencies
+        uv pip install pytest~=8.3.3 pytest-cov~=5.0.0 pytest-asyncio~=0.24.0 pytest-postgresql~=7.0.1 moto~=4.2.7 aiosqlite~=0.21.0
+
+        # Run tests with coverage
+        uv run --no-sync coverage run -m pytest --postgresql-password postgres -v -p no:warnings --junitxml=report.xml
+        uv run --no-sync coverage report
+        uv run --no-sync coverage xml
+      env:
+        GOOGLE_DRIVE_CLIENTID_JSON: ${{ inputs.google-drive-clientid-json }}
+        GOOGLE_SOURCE_UNIT_TEST_FOLDER: ${{ inputs.google-source-unit-test-folder }}
+        GOOGLE_DRIVE_TARGET_EMAIL: ${{ inputs.google-drive-target-email }}
diff --git a/.github/workflows/nightly-build.yml b/.github/workflows/nightly-build.yml
index d660c58629..df6b8437b1 100644
--- a/.github/workflows/nightly-build.yml
+++ b/.github/workflows/nightly-build.yml
@@ -4,6 +4,12 @@ on:
   schedule:
     - cron: "0 2 * * *" # Daily at 2 AM UTC
   workflow_dispatch: # Manual trigger for testing
+    inputs:
+      dry-run:
+        description: 'Dry run (skip publishing to PyPI and npm)'
+        required: false
+        type: boolean
+        default: true
 
 jobs:
   check-for-changes:
@@ -30,16 +36,16 @@ jobs:
           python-version: "3.10"
 
       - name: Check if nightly build needed
+        if: ${{ inputs.dry-run != true }}
         id: check
         run: uv run scripts/check_nightly_build.py
 
-  build-and-publish:
+  build:
     needs: check-for-changes
-    if: needs.check-for-changes.outputs.should-build == 'true'
+    if: inputs.dry-run == true || needs.check-for-changes.outputs.should-build == 'true'
     runs-on: ubuntu-latest
     permissions:
       contents: write
-      id-token: write
     steps:
       - name: Checkout develop branch
         uses: actions/checkout@v4
@@ -58,13 +64,8 @@ jobs:
         with:
           python-version: "3.10"
 
-      - name: Set up Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: "lts/*"
-          registry-url: "https://registry.npmjs.org"
-
       - name: Update package versions for nightly
+        if: ${{ github.event_name == 'schedule' || inputs.dry-run != true }}
         run: |
           uv run scripts/update_nightly_versions.py "${{ needs.check-for-changes.outputs.nightly-version }}"
           uv run scripts/update_nightly_npm_versions.py "${{ needs.check-for-changes.outputs.nightly-version }}"
@@ -80,7 +81,15 @@ jobs:
             uv build "$dir" --out-dir dist
           done
 
+      - name: Upload built packages
+        uses: actions/upload-artifact@v4
+        with:
+          name: nightly-packages
+          path: dist/**
+          retention-days: 3
+
       - name: Sync versions to repo and push tag
+        if: ${{ github.event_name == 'schedule' || inputs.dry-run != true }}
         run: |
           git config user.name "ds-ragbits-robot"
           git config user.email "ds-ragbits-robot@users.noreply.github.com"
@@ -99,7 +108,117 @@ jobs:
           GH_TOKEN: ${{ secrets.GH_TOKEN }}
           NIGHTLY_VERSION: ${{ needs.check-for-changes.outputs.nightly-version }}
 
+  test-packages:
+    name: Test packages (Python ${{ matrix.python-version }})
+    needs: build
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: [ "3.10", "3.11", "3.12" ]
+
+    services:
+      postgres:
+        image: pgvector/pgvector:0.8.0-pg17
+        env:
+          POSTGRES_USER: postgres
+          POSTGRES_PASSWORD: postgres
+          POSTGRES_DB: tests
+        ports:
+          - 5432:5432
+        options: >-
+          --health-cmd "pg_isready -U postgres"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+      weaviate:
+        image: cr.weaviate.io/semitechnologies/weaviate:1.30.6
+        env:
+          QUERY_DEFAULTS_LIMIT: 25
+          AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: true
+          PERSISTENCE_DATA_PATH: /var/lib/weaviate
+          ENABLE_API_BASED_MODULES: true
+          CLUSTER_HOSTNAME: node1
+        ports:
+          - 8080:8080
+          - 50051:50051
+        options: >-
+          --health-cmd "wget --no-verbose --tries=1 --spider http://localhost:8080/v1/.well-known/ready || exit 1"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v2
+        with:
+          version: ${{ vars.UV_VERSION || '0.6.9' }}
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Download built packages
+        uses: actions/download-artifact@v4
+        with:
+          name: nightly-packages
+          path: dist
+
+      - name: Test built packages
+        uses: ./.github/actions/test-packages
+        with:
+          python-version: ${{ matrix.python-version }}
+          google-drive-clientid-json: ${{ secrets.GOOGLE_DRIVE_CLIENTID_JSON }}
+          google-source-unit-test-folder: ${{ secrets.GOOGLE_SOURCE_UNIT_TEST_FOLDER }}
+          google-drive-target-email: ${{ secrets.GOOGLE_DRIVE_TARGET_EMAIL }}
+
+  publish:
+    needs: [check-for-changes, test-packages]
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      id-token: write
+    steps:
+      - name: Checkout develop branch
+        uses: actions/checkout@v4
+        with:
+          ref: develop
+          token: ${{ secrets.GH_TOKEN }}
+          fetch-depth: 0
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v2
+        with:
+          version: ${{ vars.UV_VERSION || '0.6.9' }}
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.10"
+
+      - name: Set up Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: "lts/*"
+          registry-url: "https://registry.npmjs.org"
+
+      - name: Download built packages
+        uses: actions/download-artifact@v4
+        with:
+          name: nightly-packages
+          path: dist
+
+      - name: Dry run notice
+        if: ${{ inputs.dry-run == true }}
+        run: |
+          echo "::notice::🔍 DRY RUN MODE: Skipping all publishing steps (PyPI, npm, docs, git push)"
+
       - name: Publish to PyPI
+        if: ${{ github.event_name == 'schedule' || inputs.dry-run != true }}
         run: |
           uv tool run twine upload dist/* --verbose
         env:
@@ -108,24 +227,29 @@ jobs:
           TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }}
 
       - name: Install TypeScript dependencies
+        if: ${{ github.event_name == 'schedule' || inputs.dry-run != true }}
         run: npm ci
 
       - name: Build npm packages
+        if: ${{ github.event_name == 'schedule' || inputs.dry-run != true }}
         run: npm run build:packages
 
       - name: Publish @ragbits/api-client (dev)
+        if: ${{ github.event_name == 'schedule' || inputs.dry-run != true }}
         run: npm publish --provenance --access public --tag dev
         working-directory: typescript/@ragbits/api-client
         env:
           NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
 
       - name: Publish @ragbits/api-client-react (dev)
+        if: ${{ github.event_name == 'schedule' || inputs.dry-run != true }}
         run: npm publish --provenance --access public --tag dev
         working-directory: typescript/@ragbits/api-client-react
         env:
           NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
 
       - name: Deploy nightly documentation
+        if: ${{ github.event_name == 'schedule' || inputs.dry-run != true }}
         shell: bash
         run: |
           git config user.name "ds-ragbits-robot"
diff --git a/.github/workflows/shared-packages.yml b/.github/workflows/shared-packages.yml
index 79404be9b0..ba07567285 100644
--- a/.github/workflows/shared-packages.yml
+++ b/.github/workflows/shared-packages.yml
@@ -105,7 +105,8 @@ jobs:
 
 
   tests:
-    name: Run tests
+    name: Run tests (${{ matrix.install-method }}, Python ${{ matrix.python-version }})
+    needs: lints
     runs-on: ubuntu-latest
     timeout-minutes: 15
     permissions:
@@ -116,6 +117,7 @@ jobs:
       fail-fast: false # do not stop all jobs if one fails
       matrix:
         python-version: [ "3.10", "3.11", "3.12" ]
+        install-method: [ "source", "package" ]
 
     services:
       postgres:
@@ -154,7 +156,7 @@ jobs:
       - name: Install uv
         uses: astral-sh/setup-uv@v2
         with:
-          version: "0.4.20"
+          version: ${{ vars.UV_VERSION || '0.6.9' }}
 
       - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v4
@@ -175,9 +177,24 @@ jobs:
           path: ~/nltk_data
           key: nltk-${{ runner.os }}
 
-      - name: Run Tests With Coverage
+      - name: Download built packages
+        if: matrix.install-method == 'package'
+        uses: actions/download-artifact@v4
+        with:
+          name: packages
+          path: dist
+
+      - name: Run Tests With Coverage (package)
+        if: matrix.install-method == 'package'
+        uses: ./.github/actions/test-packages
+        with:
+          python-version: ${{ matrix.python-version }}
+          google-drive-clientid-json: ${{ secrets.GOOGLE_DRIVE_CLIENTID_JSON }}
+          google-source-unit-test-folder: ${{ secrets.GOOGLE_SOURCE_UNIT_TEST_FOLDER }}
+          google-drive-target-email: ${{ secrets.GOOGLE_DRIVE_TARGET_EMAIL }}
+      - name: Run Tests With Coverage (source)
+        if: matrix.install-method == 'source'
         run: |
-          # run with coverage to not execute tests twice
           uv run coverage run -m pytest --postgresql-password postgres -v -p no:warnings --junitxml=report.xml
           uv run coverage report
           uv run coverage xml
@@ -192,17 +209,19 @@ jobs:
         if: always()
         with:
           report_paths: 'report.xml'
+          check_name: 'Test Results (${{ matrix.install-method }}, Python ${{ matrix.python-version }})'
 
       - name: Publish Test Report
         uses: actions/upload-artifact@v4
         continue-on-error: true
         if: always()
         with:
-          name: test-report
+          name: test-report-${{ matrix.install-method }}-py${{ matrix.python-version }}
           path: report.xml
           retention-days: 10
 
       - name: Produce the coverage report
+        if: matrix.install-method == 'source'
         uses: insightsengineering/coverage-action@v2
         continue-on-error: true
         with:
diff --git a/README.md b/README.md
index 898e706164..ffdc42a407 100644
--- a/README.md
+++ b/README.md
@@ -75,6 +75,7 @@ This is a starter bundle of packages, containing:
 - [`ragbits-agents`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-agents) - abstractions for building agentic systems.
 - [`ragbits-document-search`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-document-search) - retrieval and ingestion piplines for knowledge bases.
 - [`ragbits-evaluate`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-evaluate) - unified evaluation framework for Ragbits components.
+- [`ragbits-guardrails`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-guardrails) - utilities for ensuring the safety and relevance of responses.
 - [`ragbits-chat`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-chat) - full-stack infrastructure for building conversational AI applications.
 - [`ragbits-cli`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-cli) - `ragbits` shell command for interacting with Ragbits components.
 
diff --git a/docs/index.md b/docs/index.md
index b834edaf18..72caf0d64f 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -90,6 +90,7 @@ This is a starter bundle of packages, containing:
 - [`ragbits-agents`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-agents) - abstractions for building agentic systems.
 - [`ragbits-document-search`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-document-search) - retrieval and ingestion piplines for knowledge bases.
 - [`ragbits-evaluate`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-evaluate) - unified evaluation framework for Ragbits components.
+- [`ragbits-guardrails`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-guardrails) - utilities for ensuring the safety and relevance of responses.
 - [`ragbits-chat`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-chat) - full-stack infrastructure for building conversational AI applications.
 - [`ragbits-cli`](https://github.com/deepsense-ai/ragbits/tree/main/packages/ragbits-cli) - `ragbits` shell command for interacting with Ragbits components.
 
diff --git a/docs/tutorials/chat.md b/docs/tutorials/chat.md
index 627ce32a90..f9ad642217 100644
--- a/docs/tutorials/chat.md
+++ b/docs/tutorials/chat.md
@@ -14,7 +14,7 @@ Let's build a **sophisticated chatbot interface** with **Ragbits Chat and Agents
 - How to debug and optimize tool-powered chat systems
 - How to build production-ready intelligent assistants with real capabilities
 
-Install the latest Ragbits via `pip install -U ragbits[agents]` and follow along.
+Install the latest Ragbits via `pip install -U ragbits` and follow along.
 
 ## Configuring the environment
 
diff --git a/packages/ragbits-chat/pyproject.toml b/packages/ragbits-chat/pyproject.toml
index 9af3eaf2ed..d6add629a2 100644
--- a/packages/ragbits-chat/pyproject.toml
+++ b/packages/ragbits-chat/pyproject.toml
@@ -44,8 +44,8 @@ sql = [
     "sqlalchemy>=2.0.39,<3.0.0",
 ]
 
-[tool.uv]
-dev-dependencies = [
+[dependency-groups]
+dev = [
     "pre-commit~=3.8.0",
     "pytest~=8.3.3",
     "pytest-cov~=5.0.0",
diff --git a/packages/ragbits-core/pyproject.toml b/packages/ragbits-core/pyproject.toml
index 4f24885bec..2ebc96e315 100644
--- a/packages/ragbits-core/pyproject.toml
+++ b/packages/ragbits-core/pyproject.toml
@@ -110,8 +110,8 @@ weaviate = [
     "weaviate-client>=4.15.4,<5.0.0",
 ]
 
-[tool.uv]
-dev-dependencies = [
+[dependency-groups]
+dev = [
     "pre-commit~=3.8.0",
     "pytest~=8.3.3",
     "pytest-cov~=5.0.0",
diff --git a/packages/ragbits-document-search/pyproject.toml b/packages/ragbits-document-search/pyproject.toml
index 21a6a3e6b3..0c5d96a223 100644
--- a/packages/ragbits-document-search/pyproject.toml
+++ b/packages/ragbits-document-search/pyproject.toml
@@ -29,7 +29,7 @@ classifiers = [
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
     "Topic :: Software Development :: Libraries :: Python Modules",
 ]
-dependencies = ["docling>=2.15.1,<3.0.0", "opencv-python>=4.11.0.86,<5.0.0.0", "rerankers>=0.6.1,<1.0.0", "filetype>=1.2.0,<2.0.0", "python-pptx>=1.0.0,<2.0.0", "ragbits-core==1.4.0.dev202601010248"]
+dependencies = ["docling[easyocr]>=2.15.1,<3.0.0", "opencv-python>=4.11.0.86,<5.0.0.0", "rerankers>=0.6.1,<1.0.0", "filetype>=1.2.0,<2.0.0", "python-pptx>=1.0.0,<2.0.0", "ragbits-core==1.4.0.dev202601010248"]
 
 [project.urls]
 "Homepage" = "https://github.com/deepsense-ai/ragbits"
@@ -44,8 +44,8 @@ unstructured = [
 ]
 ray = ["ray[data]>=2.43.0,<3.0.0"]
 
-[tool.uv]
-dev-dependencies = [
+[dependency-groups]
+dev = [
     "pre-commit~=3.8.0",
     "pytest~=8.3.3",
     "pytest-cov~=5.0.0",
diff --git a/packages/ragbits-evaluate/CHANGELOG.md b/packages/ragbits-evaluate/CHANGELOG.md
index 33b68a5b32..c175400318 100644
--- a/packages/ragbits-evaluate/CHANGELOG.md
+++ b/packages/ragbits-evaluate/CHANGELOG.md
@@ -12,6 +12,8 @@
 
 - Feat: add metrics collection system for agent simulation (`MetricCollector` protocol, `LatencyMetricCollector`, `TokenUsageMetricCollector`, `ToolUsageMetricCollector`) (#882)
 
+- Fix: improve `continuous-eval` import compatibility for different package versions specified by constraints
+
 ## 1.3.0 (2025-09-11)
 
 ### Changed
diff --git a/packages/ragbits-evaluate/pyproject.toml b/packages/ragbits-evaluate/pyproject.toml
index 632ff2879f..2652bdac3a 100644
--- a/packages/ragbits-evaluate/pyproject.toml
+++ b/packages/ragbits-evaluate/pyproject.toml
@@ -45,8 +45,8 @@ relari = [
     "continuous-eval>=0.3.12,<1.0.0",
 ]
 
-[tool.uv]
-dev-dependencies = [
+[dependency-groups]
+dev = [
     "pre-commit~=3.8.0",
     "pytest~=8.3.3",
     "pytest-cov~=5.0.0",
diff --git a/packages/ragbits-evaluate/src/ragbits/evaluate/metrics/question_answer.py b/packages/ragbits-evaluate/src/ragbits/evaluate/metrics/question_answer.py
index ed1ed62d2e..37976c42de 100644
--- a/packages/ragbits-evaluate/src/ragbits/evaluate/metrics/question_answer.py
+++ b/packages/ragbits-evaluate/src/ragbits/evaluate/metrics/question_answer.py
@@ -4,14 +4,6 @@
 from itertools import chain
 from typing import Generic, TypeVar
 
-from continuous_eval.llm_factory import LLMInterface
-from continuous_eval.metrics.base import LLMBasedMetric
-from continuous_eval.metrics.generation.text import (
-    LLMBasedAnswerCorrectness,
-    LLMBasedAnswerRelevance,
-    LLMBasedFaithfulness,
-    LLMBasedStyleConsistency,
-)
 from typing_extensions import Self
 
 from ragbits.agents.types import QuestionAnswerPromptOutputT
@@ -20,6 +12,31 @@
 from ragbits.evaluate.metrics.base import Metric
 from ragbits.evaluate.pipelines.question_answer import QuestionAnswerResult
 
+try:
+    from continuous_eval.llm_factory import LLMInterface
+    from continuous_eval.metrics.base import LLMBasedMetric
+    from continuous_eval.metrics.generation.text import (
+        LLMBasedAnswerCorrectness,
+        LLMBasedAnswerRelevance,
+        LLMBasedFaithfulness,
+        LLMBasedStyleConsistency,
+    )
+except ModuleNotFoundError:
+    from continuous_eval.llms.base import LLMInterface
+    from continuous_eval.metrics import Metric as LLMBasedMetric
+    from continuous_eval.metrics.generation.text import (
+        AnswerCorrectness as LLMBasedAnswerCorrectness,
+    )
+    from continuous_eval.metrics.generation.text import (
+        AnswerRelevance as LLMBasedAnswerRelevance,
+    )
+    from continuous_eval.metrics.generation.text import (
+        Faithfulness as LLMBasedFaithfulness,
+    )
+    from continuous_eval.metrics.generation.text import (
+        StyleConsistency as LLMBasedStyleConsistency,
+    )
+
 MetricT = TypeVar("MetricT", bound=LLMBasedMetric)
 
 
diff --git a/packages/ragbits-guardrails/pyproject.toml b/packages/ragbits-guardrails/pyproject.toml
index 6adc5a6609..4029569f6f 100644
--- a/packages/ragbits-guardrails/pyproject.toml
+++ b/packages/ragbits-guardrails/pyproject.toml
@@ -44,8 +44,8 @@ openai = [
     "openai>=1.91.0,<2.0.0",
 ]
 
-[tool.uv]
-dev-dependencies = [
+[dependency-groups]
+dev = [
     "pre-commit~=3.8.0",
     "pytest~=8.3.3",
     "pytest-cov~=5.0.0",
diff --git a/packages/ragbits/pyproject.toml b/packages/ragbits/pyproject.toml
index 0a06641265..937073f354 100644
--- a/packages/ragbits/pyproject.toml
+++ b/packages/ragbits/pyproject.toml
@@ -31,7 +31,7 @@ classifiers = [
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
     "Topic :: Software Development :: Libraries :: Python Modules",
 ]
-dependencies = ["ragbits-document-search==1.4.0.dev202601010248", "ragbits-cli==1.4.0.dev202601010248", "ragbits-evaluate==1.4.0.dev202601010248", "ragbits-guardrails==1.4.0.dev202601010248", "ragbits-chat==1.4.0.dev202601010248", "ragbits-core==1.4.0.dev202601010248"]
+dependencies = ["ragbits-agents==1.4.0.dev202601010248", "ragbits-document-search==1.4.0.dev202601010248", "ragbits-cli==1.4.0.dev202601010248", "ragbits-evaluate==1.4.0.dev202601010248", "ragbits-guardrails==1.4.0.dev202601010248", "ragbits-chat==1.4.0.dev202601010248", "ragbits-core==1.4.0.dev202601010248"]
 
 [project.urls]
 "Homepage" = "https://github.com/deepsense-ai/ragbits"
@@ -41,88 +41,71 @@ dependencies = ["ragbits-document-search==1.4.0.dev202601010248", "ragbits-cli==
 
 [project.optional-dependencies]
 chroma = [
-    "chromadb>=1.0.0,<2.0.0",
+    "ragbits-core[chroma]==1.4.0.dev202601010248",
 ]
 hf = [
-    "datasets>=3.0.1,<4.0.0",
+    "ragbits-core[hf]==1.4.0.dev202601010248",
 ]
 s3 = [
-    "boto3>=1.35.42,<2.0.0",
+    "ragbits-core[s3]==1.4.0.dev202601010248",
 ]
 gcs = [
-    "gcloud-aio-storage>=9.3.0,<10.0.0"
+    "ragbits-core[gcs]==1.4.0.dev202601010248"
 ]
 azure=[
-    "azure-storage-blob>=12.24.1,<13.0.0",
-    "azure-identity>=1.19.0,<2.0.0",
-    "azure-core>=1.32.0,<2.0.0"
+    "ragbits-core[azure]==1.4.0.dev202601010248",
 ]
 local = [
-    "sentence-transformers>=4.0.2,<5.0.0",
-    "torch>=2.2.1,<3.0.0",
-    "transformers>=4.44.2,<5.0.0",
-    "numpy>=1.26.0,<2.0.0",
-    "accelerate>=1.7.0",
+    "ragbits-core[local]==1.4.0.dev202601010248",
 ]
 openai = [
-    "openai>=1.91.0,<2.0.0",
+    "ragbits-guardrails[openai]==1.4.0.dev202601010248",
 ]
 otel = [
-    "opentelemetry-api>=1.27.0,<2.0.0",
+    "ragbits-core[otel]==1.4.0.dev202601010248",
 ]
 logfire = [
-    "logfire>=3.19.0,<4.0.0",
-    "logfire[system-metrics]>=3.19.0,<4.0.0",
-    "opentelemetry-api>=1.27.0,<2.0.0",
+    "ragbits-core[logfire]==1.4.0.dev202601010248",
 ]
 promptfoo = [
-    "PyYAML>=6.0.2,<7.0.0",
+    "ragbits-core[promptfoo]==1.4.0.dev202601010248",
 ]
 qdrant = [
-    "qdrant-client>=1.12.1,<2.0.0",
+    "ragbits-core[qdrant]==1.4.0.dev202601010248",
 ]
 relari = [
-    "continuous-eval>=0.3.12,<1.0.0",
+    "ragbits-evaluate[relari]==1.4.0.dev202601010248",
 ]
 fastembed = [
-    "fastembed>=0.4.2,<1.0.0"
+    "ragbits-core[fastembed]==1.4.0.dev202601010248"
 ]
 fastembed-gpu = [
-    "fastembed-gpu>=0.4.2,<1.0.0",
+    "ragbits-core[fastembed-gpu]==1.4.0.dev202601010248",
 ]
 pgvector = [
-    "asyncpg>=0.30.0,<1.0.0",
+    "ragbits-core[pgvector]==1.4.0.dev202601010248",
 ]
-ray = ["ray[data]>=2.43.0,<3.0.0"]
+ray = ["ragbits-document-search[ray]==1.4.0.dev202601010248"]
 unstructured = [
-    "unstructured>=0.16.9,<1.0.0",
-    "unstructured-client>=0.26.0,<1.0.0",
+    "ragbits-document-search[unstructured]==1.4.0.dev202601010248",
 ]
 sql = [
-    "sqlalchemy>=2.0.39,<3.0.0",
+    "ragbits-chat[sql]==1.4.0.dev202601010248",
 ]
 a2a = [
-    "a2a-sdk>=0.2.9,<1.0.0",
-    "fastapi>=0.115.0,<1.0.0",
-    "uvicorn>=0.31.0,<1.0.0",
+    "ragbits-agents[a2a]==1.4.0.dev202601010248",
 ]
 mcp = [
-    "mcp>=1.9.4,<2.0.0",
+    "ragbits-agents[mcp]==1.4.0.dev202601010248",
 ]
 weaviate = [
-    "weaviate-client>=4.15.4,<5.0.0",
+    "ragbits-core[weaviate]==1.4.0.dev202601010248",
 ]
 google_drive = [
-    "google-api-core>=2.25.1,<3.0.0",
-    "google-api-python-client>=2.174.0,<3.0.0",
-    "google-auth>=2.40.3,<3.0.0",
-    "google-auth-httplib2>=0.2.0,<1.0.0",
-    "google-auth-oauthlib>=1.2.2,<2.0.0",
-    "google-oauth2-tool>=0.0.3,<1.0.0",
-    "googleapis-common-protos>=1.70.0,<2.0.0"
+    "ragbits-core[google_drive]==1.4.0.dev202601010248"
 ]
 cli = [
-    "textual>=0.85.2,<1.0.0",
+    "ragbits-agents[cli]==1.4.0.dev202601010248",
 ]
 
 [build-system]
diff --git a/pyproject.toml b/pyproject.toml
index d3d6f10a05..2d7ae083a9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,8 +15,8 @@ dependencies = [
     "mike>=2.1.3",
 ]
 
-[tool.uv]
-dev-dependencies = [
+[dependency-groups]
+dev = [
     "aiosqlite>=0.21.0",
     "pre-commit~=3.8.0",
     "pytest~=8.3.3",
@@ -41,6 +41,7 @@ dev-dependencies = [
 ]
 
 [tool.uv.sources]
+ragbits = { workspace = true }
 ragbits-cli = { workspace = true }
 ragbits-core = { workspace = true }
 ragbits-document-search = { workspace = true }
@@ -51,6 +52,7 @@ ragbits-agents = { workspace = true }
 
 [tool.uv.workspace]
 members = [
+    "packages/ragbits",
     "packages/ragbits-cli",
     "packages/ragbits-core",
     "packages/ragbits-document-search",
@@ -60,37 +62,13 @@ members = [
     "packages/ragbits-agents",
 ]
 
-[tool.pytest]
-norecursedirs = [
-    '.git',
-    '.tox',
-    '.env',
-    'dist',
-    'build',
-    'migrations',
-    'docker',
-    'config',
-    'notebooks',
-    'research',
-]
-python_files = ['test_*.py']
-addopts = [
-    '-ra',
-    '--showlocals',
-    '--strict-markers',
-    '--ignore=docs/conf.py',
-    '--ignore=setup.py',
-    '--ignore=ci',
-    '--ignore=.eggs',
-    '--doctest-modules',
-    '--doctest-glob=\*.rst',
-    '--tb=short',
-]
-
 [tool.pytest.ini_options]
-addopts = "--import-mode=importlib"
+norecursedirs = ".git .tox .env dist build migrations docker config notebooks research scripts examples"
+python_files = "test_*.py"
+addopts = "--import-mode=importlib -ra --showlocals --strict-markers --ignore=docs/conf.py --ignore=setup.py --ignore=ci --ignore=.eggs --tb=short " #--doctest-modules --doctest-glob=*.rst
 asyncio_mode = "auto"
 asyncio_default_fixture_loop_scope = "function"
+pythonpath = "./"
 
 [tool.coverage.run]
 omit = [
diff --git a/scripts/update_nightly_versions.py b/scripts/update_nightly_versions.py
index d986d13b40..c7e5df8663 100644
--- a/scripts/update_nightly_versions.py
+++ b/scripts/update_nightly_versions.py
@@ -35,23 +35,32 @@ def update_package_version(package_dir: Path, new_version: str) -> None:
     data = tomlkit.parse(pyproject_path.read_text())
 
     # Update version
-    if "project" in data and "version" in data["project"]:
-        old_version = data["project"]["version"]
-        data["project"]["version"] = new_version
+    if (project := data.get("project")) and "version" in project:
+        old_version = project["version"]
+        project["version"] = new_version
         print(f"Updated {package_dir.name}: {old_version} → {new_version}")
     else:
         print(f"Warning: No version field found in {pyproject_path}")
         return
 
     # Update dependencies to use the same nightly version
-    if "project" in data and "dependencies" in data["project"]:
-        dependencies = data["project"]["dependencies"]
+    if dependencies := project.get("dependencies"):
         for i, dep in enumerate(dependencies):
             if dep.startswith("ragbits-") and "==" in dep:
                 package_name = dep.split("==")[0]
                 dependencies[i] = f"{package_name}=={new_version}"
                 print(f"Updated dependency in {package_dir.name}: {package_name}=={new_version}")
 
+    # Update optional-dependencies (extras) to use the same nightly version
+    if optional_deps := project.get("optional-dependencies"):
+        for extra_name, deps in optional_deps.items():
+            for i, dep in enumerate(deps):
+                if dep.startswith("ragbits-") and "==" in dep:
+                    # Extract package name with or without extras
+                    package_part = dep.split("==")[0]
+                    deps[i] = f"{package_part}=={new_version}"
+                    print(f"Updated extra '{extra_name}' in {package_dir.name}: {package_part}=={new_version}")
+
     # Write updated pyproject.toml
     pyproject_path.write_text(tomlkit.dumps(data))
 
diff --git a/uv.lock b/uv.lock
index 318766a842..532d726abe 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version < '3.11' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
@@ -26,6 +26,7 @@ resolution-markers = [
 
 [manifest]
 members = [
+    "ragbits",
     "ragbits-agents",
     "ragbits-chat",
     "ragbits-cli",
@@ -4621,22 +4622,22 @@ wheels = [
 
 [[package]]
 name = "pypdfium2"
-version = "4.30.1"
+version = "4.30.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/55/d4/905e621c62598a08168c272b42fc00136c8861cfce97afb2a1ecbd99487a/pypdfium2-4.30.1.tar.gz", hash = "sha256:5f5c7c6d03598e107d974f66b220a49436aceb191da34cda5f692be098a814ce", size = 164854, upload-time = "2024-12-19T19:28:11.459Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a1/14/838b3ba247a0ba92e4df5d23f2bea9478edcfd72b78a39d6ca36ccd84ad2/pypdfium2-4.30.0.tar.gz", hash = "sha256:48b5b7e5566665bc1015b9d69c1ebabe21f6aee468b509531c3c8318eeee2e16", size = 140239, upload-time = "2024-05-09T18:33:17.552Z" }
 wheels = [
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-    { url = "https://files.pythonhosted.org/packages/c2/6a/f6995b21f9c6c155487ce7df70632a2df1ba49efcb291b9943ea45f28b15/pypdfium2-4.30.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5ea2d44e96d361123b67b00f527017aa9c847c871b5714e013c01c3eb36a79fe", size = 2769232, upload-time = "2024-12-19T19:27:43.227Z" },
-    { url = "https://files.pythonhosted.org/packages/53/91/79060923148e6d380b8a299b32bba46d70aac5fe1cd4f04320bcbd1a48d3/pypdfium2-4.30.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1de7a3a36803171b3f66911131046d65a732f9e7834438191cb58235e6163c4e", size = 2847531, upload-time = "2024-12-19T19:27:46.372Z" },
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 ]
 
 [[package]]
@@ -5048,16 +5049,127 @@ wheels = [
 
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-source = { registry = "https://pypi.org/simple" }
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-wheels = [
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+version = "1.4.0.dev202601010248"
+source = { editable = "packages/ragbits" }
+dependencies = [
+    { name = "ragbits-agents" },
+    { name = "ragbits-chat" },
+    { name = "ragbits-cli" },
+    { name = "ragbits-core" },
+    { name = "ragbits-document-search" },
+    { name = "ragbits-evaluate" },
+    { name = "ragbits-guardrails" },
+]
+
+[package.optional-dependencies]
+a2a = [
+    { name = "ragbits-agents", extra = ["a2a"] },
+]
+azure = [
+    { name = "ragbits-core", extra = ["azure"] },
+]
+chroma = [
+    { name = "ragbits-core", extra = ["chroma"] },
+]
+cli = [
+    { name = "ragbits-agents", extra = ["cli"] },
+]
+fastembed = [
+    { name = "ragbits-core", extra = ["fastembed"] },
+]
+fastembed-gpu = [
+    { name = "ragbits-core", extra = ["fastembed-gpu"] },
+]
+gcs = [
+    { name = "ragbits-core", extra = ["gcs"] },
+]
+google-drive = [
+    { name = "ragbits-core", extra = ["google-drive"] },
+]
+hf = [
+    { name = "ragbits-core", extra = ["hf"] },
+]
+local = [
+    { name = "ragbits-core", extra = ["local"] },
+]
+logfire = [
+    { name = "ragbits-core", extra = ["logfire"] },
+]
+mcp = [
+    { name = "ragbits-agents", extra = ["mcp"] },
+]
+openai = [
+    { name = "ragbits-guardrails", extra = ["openai"] },
+]
+otel = [
+    { name = "ragbits-core", extra = ["otel"] },
+]
+pgvector = [
+    { name = "ragbits-core", extra = ["pgvector"] },
+]
+promptfoo = [
+    { name = "ragbits-core", extra = ["promptfoo"] },
+]
+qdrant = [
+    { name = "ragbits-core", extra = ["qdrant"] },
+]
+ray = [
+    { name = "ragbits-document-search", extra = ["ray"] },
+]
+relari = [
+    { name = "ragbits-evaluate", extra = ["relari"] },
+]
+s3 = [
+    { name = "ragbits-core", extra = ["s3"] },
+]
+sql = [
+    { name = "ragbits-chat", extra = ["sql"] },
+]
+unstructured = [
+    { name = "ragbits-document-search", extra = ["unstructured"] },
+]
+weaviate = [
+    { name = "ragbits-core", extra = ["weaviate"] },
 ]
 
+[package.metadata]
+requires-dist = [
+    { name = "ragbits-agents", editable = "packages/ragbits-agents" },
+    { name = "ragbits-agents", extras = ["a2a"], marker = "extra == 'a2a'", editable = "packages/ragbits-agents" },
+    { name = "ragbits-agents", extras = ["cli"], marker = "extra == 'cli'", editable = "packages/ragbits-agents" },
+    { name = "ragbits-agents", extras = ["mcp"], marker = "extra == 'mcp'", editable = "packages/ragbits-agents" },
+    { name = "ragbits-chat", editable = "packages/ragbits-chat" },
+    { name = "ragbits-chat", extras = ["sql"], marker = "extra == 'sql'", editable = "packages/ragbits-chat" },
+    { name = "ragbits-cli", editable = "packages/ragbits-cli" },
+    { name = "ragbits-core", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["azure"], marker = "extra == 'azure'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["chroma"], marker = "extra == 'chroma'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["fastembed"], marker = "extra == 'fastembed'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["fastembed-gpu"], marker = "extra == 'fastembed-gpu'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["gcs"], marker = "extra == 'gcs'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["google-drive"], marker = "extra == 'google-drive'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["hf"], marker = "extra == 'hf'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["local"], marker = "extra == 'local'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["logfire"], marker = "extra == 'logfire'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["otel"], marker = "extra == 'otel'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["pgvector"], marker = "extra == 'pgvector'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["promptfoo"], marker = "extra == 'promptfoo'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["qdrant"], marker = "extra == 'qdrant'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["s3"], marker = "extra == 's3'", editable = "packages/ragbits-core" },
+    { name = "ragbits-core", extras = ["weaviate"], marker = "extra == 'weaviate'", editable = "packages/ragbits-core" },
+    { name = "ragbits-document-search", editable = "packages/ragbits-document-search" },
+    { name = "ragbits-document-search", extras = ["ray"], marker = "extra == 'ray'", editable = "packages/ragbits-document-search" },
+    { name = "ragbits-document-search", extras = ["unstructured"], marker = "extra == 'unstructured'", editable = "packages/ragbits-document-search" },
+    { name = "ragbits-evaluate", editable = "packages/ragbits-evaluate" },
+    { name = "ragbits-evaluate", extras = ["relari"], marker = "extra == 'relari'", editable = "packages/ragbits-evaluate" },
+    { name = "ragbits-guardrails", editable = "packages/ragbits-guardrails" },
+    { name = "ragbits-guardrails", extras = ["openai"], marker = "extra == 'openai'", editable = "packages/ragbits-guardrails" },
+]
+provides-extras = ["chroma", "hf", "s3", "gcs", "azure", "local", "openai", "otel", "logfire", "promptfoo", "qdrant", "relari", "fastembed", "fastembed-gpu", "pgvector", "ray", "unstructured", "sql", "a2a", "mcp", "weaviate", "google-drive", "cli"]
+
 [[package]]
 name = "ragbits-agents"
-version = "1.4.0.dev202512100237"
+version = "1.4.0.dev202601010248"
 source = { editable = "packages/ragbits-agents" }
 dependencies = [
     { name = "ragbits-core" },
@@ -5093,7 +5205,7 @@ provides-extras = ["a2a", "mcp", "openai", "cli"]
 
 [[package]]
 name = "ragbits-chat"
-version = "1.4.0.dev202512100237"
+version = "1.4.0.dev202601010248"
 source = { editable = "packages/ragbits-chat" }
 dependencies = [
     { name = "bcrypt" },
@@ -5141,7 +5253,7 @@ dev = [
 
 [[package]]
 name = "ragbits-cli"
-version = "1.4.0.dev202512100237"
+version = "1.4.0.dev202601010248"
 source = { editable = "packages/ragbits-cli" }
 dependencies = [
     { name = "ragbits-core" },
@@ -5156,7 +5268,7 @@ requires-dist = [
 
 [[package]]
 name = "ragbits-core"
-version = "1.4.0.dev202512100237"
+version = "1.4.0.dev202601010248"
 source = { editable = "packages/ragbits-core" }
 dependencies = [
     { name = "aiohttp" },
@@ -5294,7 +5406,7 @@ dev = [
 
 [[package]]
 name = "ragbits-document-search"
-version = "1.4.0.dev202512100237"
+version = "1.4.0.dev202601010248"
 source = { editable = "packages/ragbits-document-search" }
 dependencies = [
     { name = "docling" },
@@ -5321,12 +5433,12 @@ dev = [
     { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-cov" },
-    { name = "ragbits" },
+    { name = "ragbits", extra = ["local"] },
 ]
 
 [package.metadata]
 requires-dist = [
-    { name = "docling", specifier = ">=2.15.1,<3.0.0" },
+    { name = "docling", extras = ["easyocr"], specifier = ">=2.15.1,<3.0.0" },
     { name = "filetype", specifier = ">=1.2.0,<2.0.0" },
     { name = "opencv-python", specifier = ">=4.11.0.86,<5.0.0.0" },
     { name = "python-pptx", specifier = ">=1.0.0,<2.0.0" },
@@ -5345,12 +5457,12 @@ dev = [
     { name = "pytest", specifier = "~=8.3.3" },
     { name = "pytest-asyncio", specifier = "~=0.24.0" },
     { name = "pytest-cov", specifier = "~=5.0.0" },
-    { name = "ragbits", extras = ["local"] },
+    { name = "ragbits", extras = ["local"], editable = "packages/ragbits" },
 ]
 
 [[package]]
 name = "ragbits-evaluate"
-version = "1.4.0.dev202512100237"
+version = "1.4.0.dev202601010248"
 source = { editable = "packages/ragbits-evaluate" }
 dependencies = [
     { name = "datasets" },
@@ -5400,7 +5512,7 @@ dev = [
 
 [[package]]
 name = "ragbits-guardrails"
-version = "1.4.0.dev202512100237"
+version = "1.4.0.dev202601010248"
 source = { editable = "packages/ragbits-guardrails" }
 dependencies = [
     { name = "ragbits-core" },
@@ -7404,11 +7516,11 @@ wheels = [
 
 [[package]]
 name = "xlsxwriter"
-version = "3.2.3"
+version = "3.2.9"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/a7/d1/e026d33dd5d552e5bf3a873dee54dad66b550230df8290d79394f09b2315/xlsxwriter-3.2.3.tar.gz", hash = "sha256:ad6fd41bdcf1b885876b1f6b7087560aecc9ae5a9cc2ba97dcac7ab2e210d3d5", size = 209135, upload-time = "2025-04-17T10:11:23.481Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/46/2c/c06ef49dc36e7954e55b802a8b231770d286a9758b3d936bd1e04ce5ba88/xlsxwriter-3.2.9.tar.gz", hash = "sha256:254b1c37a368c444eac6e2f867405cc9e461b0ed97a3233b2ac1e574efb4140c", size = 215940, upload-time = "2025-09-16T00:16:21.63Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/37/b1/a252d499f2760b314fcf264d2b36fcc4343a1ecdb25492b210cb0db70a68/XlsxWriter-3.2.3-py3-none-any.whl", hash = "sha256:593f8296e8a91790c6d0378ab08b064f34a642b3feb787cf6738236bd0a4860d", size = 169433, upload-time = "2025-04-17T10:11:21.329Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/0c/3662f4a66880196a590b202f0db82d919dd2f89e99a27fadef91c4a33d41/xlsxwriter-3.2.9-py3-none-any.whl", hash = "sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3", size = 175315, upload-time = "2025-09-16T00:16:20.108Z" },
 ]
 
 [[package]]