diff --git a/.dockerignore b/.dockerignore
index 24b6742..35a72c2 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -129,3 +129,8 @@ dmypy.json
 
 # editors
 .idea/
+
+# helm
+./helm/charts/
+./helm/.helm-charts/
+./helm/values-local.yaml
\ No newline at end of file
diff --git a/.flake8 b/.flake8
index f792b65..8bda052 100644
--- a/.flake8
+++ b/.flake8
@@ -1,5 +1,5 @@
 [flake8]
-extend-ignore = C901, W504
+extend-ignore = C901, W504, E701
 max-line-length = 125
 # NOTE: Update in .pre-commit-config.yaml as well
 extend-exclude = .git,__pycache__,old,build,dist,*/migrations/*.py,legacy/,.venv
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0b17d8b..172785d 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -53,8 +53,8 @@ jobs:
 
           # XXX: Check if there is a slash in the BRANCH_NAME eg: project/add-docker
           if [[ "$BRANCH_NAME" == *"/"* ]]; then
-              # XXX: Change the docker image package to -alpha
-              IMAGE_NAME="$IMAGE_NAME-alpha"
+              # XXX: Change the docker image package to -dev
+              IMAGE_NAME="$IMAGE_NAME-dev"
               TAG="$(echo "$BRANCH_NAME" | sed 's|/|-|g').$(echo $GITHUB_SHA | head -c7)"
           else
               TAG="$BRANCH_NAME.$(echo $GITHUB_SHA | head -c7)"
@@ -124,8 +124,8 @@ jobs:
 
       - name: 🐳 Helm dependency
         run: |
-          yq --indent 0 '.dependencies | map(["helm", "repo", "add", .name, .repository] | join(" ")) | .[]' ./helm/Chart.lock  | sh --
-          helm dependency build ./helm
+          yq --indent 0 '.dependencies | map(select(.repository | test("^oci:") | not)) | map(["helm", "repo", "add", .name, .repository] | join(" ")) | .[]' ./helm/Chart.lock | sh --
+          helm dependency build ./helm/
 
       - name: 🐳 Helm lint
         run: helm lint ./helm --values ./helm/values-test.yaml
diff --git a/.github/workflows/helm-publish.yml b/.github/workflows/helm-publish.yml
index fd9ec55..8db19ee 100644
--- a/.github/workflows/helm-publish.yml
+++ b/.github/workflows/helm-publish.yml
@@ -3,7 +3,7 @@ name: Builds and pushes Docker Images and Helm charts to Github Registry
 on:
   workflow_dispatch:
 
-      # XXX: To add tags: Update the -alpha logic
+      # XXX: To add tags: Update the -dev logic
 
 permissions:
   packages: write
@@ -36,8 +36,8 @@ jobs:
 
     - name: 🐳 Helm dependency
       run: |
-        yq --indent 0 '.dependencies | map(["helm", "repo", "add", .name, .repository] | join(" ")) | .[]' ./helm/Chart.lock  | sh --
-        helm dependency build ./helm
+        yq --indent 0 '.dependencies | map(select(.repository | test("^oci:") | not)) | map(["helm", "repo", "add", .name, .repository] | join(" ")) | .[]' ./helm/Chart.lock | sh --
+        helm dependency build ./helm/
 
     - name: Tag docker image in Helm Chart values.yaml
       env:
@@ -50,29 +50,38 @@ jobs:
 
     - name: Package Helm Chart
       id: set-variables
+      env:
+        IMAGE_TAG: ${{ needs.ci.outputs.docker_image_tag }}
       run: |
         # XXX: Check if there is a slash in the BRANCH_NAME eg: project/add-docker
         if [[ "$GITHUB_REF_NAME" == *"/"* ]]; then
-            # XXX: Change the helm chart to <chart-name>-alpha
-            sed -i 's/^name: \(.*\)/name: \1-alpha/' helm/Chart.yaml
+            # XXX: Change the helm chart to <chart-dev-name>
+            sed -i 's/^\(name:.*\)-helm$/\1-dev-helm/' ./helm/Chart.yaml
         fi
 
         SHA_SHORT=$(git rev-parse --short HEAD)
         sed -i "s/SET-BY-CICD/$SHA_SHORT/g" helm/Chart.yaml
-        helm package ./helm -d .helm-charts
+        helm package ./helm/ -d ./helm/.helm-charts
 
     - name: Push Helm Chart
       env:
         IMAGE: ${{ needs.ci.outputs.docker_image }}
-        OCI_REPO: oci://ghcr.io/${{ github.repository }}
+        OCI_REPO: oci://ghcr.io/${{ github.repository_owner }}
       run: |
-        PACKAGE_FILE=$(ls .helm-charts/*.tgz | head -n 1)
+        OCI_REPO=$(echo $OCI_REPO | tr '[:upper:]' '[:lower:]')
+        PACKAGE_FILE=$(ls ./helm/.helm-charts/*.tgz | head -n 1)
         echo "# Helm Chart" >> $GITHUB_STEP_SUMMARY
         echo "" >> $GITHUB_STEP_SUMMARY
-        echo "Tagged Image: **$IMAGE**" >> $GITHUB_STEP_SUMMARY
-        echo "" >> $GITHUB_STEP_SUMMARY
-        echo "Helm push output" >> $GITHUB_STEP_SUMMARY
-        echo "" >> $GITHUB_STEP_SUMMARY
-        echo '```bash' >> $GITHUB_STEP_SUMMARY
-        helm push "$PACKAGE_FILE" $OCI_REPO >> $GITHUB_STEP_SUMMARY
+        echo '```yaml' >> $GITHUB_STEP_SUMMARY
+        helm push "$PACKAGE_FILE" $OCI_REPO 2>> $GITHUB_STEP_SUMMARY
         echo '```' >> $GITHUB_STEP_SUMMARY
+        echo "> [!Important]" >> $GITHUB_STEP_SUMMARY
+        echo "> Helm Repo URL: **$OCI_REPO**" >> $GITHUB_STEP_SUMMARY
+        echo "> Helm Chart: **$(helm show chart "$PACKAGE_FILE" | grep '^name:' | awk '{print $2}')**" >> $GITHUB_STEP_SUMMARY
+        echo "> Helm Target Revision: **$(helm show chart "$PACKAGE_FILE" | grep '^version:' | awk '{print $2}')**" >> $GITHUB_STEP_SUMMARY
+        echo "> Docker image: **$IMAGE**" >> $GITHUB_STEP_SUMMARY
+
+        # Add annotations as well
+        echo "::notice::Helm Repo URL: **$OCI_REPO**"
+        echo "::notice::Helm Chart: **$(helm show chart "$PACKAGE_FILE" | grep '^name:' | awk '{print $2}')**"
+        echo "::notice::Helm Target Revision: **$(helm show chart "$PACKAGE_FILE" | grep '^version:' | awk '{print $2}')**"
diff --git a/common/management/commands/wait_for_resources.py b/common/management/commands/wait_for_resources.py
new file mode 100644
index 0000000..3710bff
--- /dev/null
+++ b/common/management/commands/wait_for_resources.py
@@ -0,0 +1,137 @@
+import signal
+import time
+from urllib.parse import urljoin
+
+import requests
+from django.conf import settings
+from django.core.cache import cache
+from django.core.management.base import BaseCommand
+from django.db import connections
+from django.db.utils import OperationalError
+from redis.exceptions import ConnectionError as RedisConnectionError
+
+
+class TimeoutException(Exception): ...
+
+
+class RetryHelper:
+    def __init__(self, base_wait_seconds: int = 2, wait_max_seconds: int = 60):
+        self.base_wait_seconds = base_wait_seconds
+        self.wait_max_seconds = wait_max_seconds
+        self.attempt = 1
+        self.next_wait = base_wait_seconds
+        self.start_time = time.time()
+
+    def next_wait_seconds(self) -> int:
+        return self.next_wait
+
+    def wait(self) -> None:
+        time.sleep(self.next_wait)
+        self.attempt += 1
+        if self.next_wait < self.wait_max_seconds:
+            self.next_wait = self.base_wait_seconds**self.attempt
+        else:
+            self.next_wait = self.wait_max_seconds
+
+    def total_time(self) -> float:
+        return time.time() - self.start_time
+
+    def try_again_message(self, prefix: str) -> str:
+        return f"{prefix}, Attempt: {self.attempt}, try again after {self.next_wait_seconds()} seconds..."
+
+
+def timeout_handler(*_):
+    raise Exception("The command timed out.")
+
+
+class Command(BaseCommand):
+    help = "Wait for resources our application depends on"
+
+    def wait_for_db(self):
+        self.stdout.write("Waiting for DB...")
+        db_conn = None
+        retry_helper = RetryHelper()
+        while True:
+            try:
+                db_conn = connections["default"]
+                db_conn.ensure_connection()
+                break
+            except OperationalError:
+                ...
+            # Try again
+            self.stdout.write(self.style.WARNING(retry_helper.try_again_message("DB not available")))
+            retry_helper.wait()
+
+        self.stdout.write(self.style.SUCCESS(f"DB is available after {retry_helper.total_time()} seconds"))
+
+    def wait_for_redis(self):
+        self.stdout.write("Waiting for Redis...")
+        redis_conn = None
+        retry_helper = RetryHelper()
+        while True:
+            try:
+                cache.set("wait-for-it-ping", "pong", timeout=1)  # Set a key to check Redis availability
+                redis_conn = cache.get("wait-for-it-ping")  # Try to get the value back from Redis
+                if redis_conn != "pong":
+                    raise TypeError
+                break
+            except (RedisConnectionError, TypeError):
+                ...
+            # Try again
+            self.stdout.write(self.style.WARNING(retry_helper.try_again_message("Redis not available")))
+            retry_helper.wait()
+
+        self.stdout.write(self.style.SUCCESS(f"Redis is available after {retry_helper.total_time()} seconds"))
+
+    def wait_for_minio(self):
+        self.stdout.write("Waiting for Minio...")
+        endpoint_url = getattr(settings, "AWS_S3_ENDPOINT_URL", None)
+        if endpoint_url is None:
+            self.stdout.write(self.style.WARNING("No endpoint_url is provided. Skipping wait"))
+            return
+
+        retry_helper = RetryHelper()
+        while True:
+            try:
+                response = requests.get(urljoin(endpoint_url, "/minio/health/live"), timeout=5)
+                if response.status_code == 200:
+                    break
+            except requests.exceptions.RequestException:
+                ...
+            # Try again
+            self.stdout.write(self.style.WARNING(retry_helper.try_again_message("Minio not available")))
+            retry_helper.wait()
+
+        self.stdout.write(self.style.SUCCESS(f"Minio is available after {retry_helper.total_time()} seconds"))
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--timeout",
+            type=int,
+            default=600,
+            help="The maximum time (in seconds) the command is allowed to run before timing out. Default is 10 min.",
+        )
+        parser.add_argument("--db", action="store_true", help="Wait for DB to be available")
+        parser.add_argument("--redis", action="store_true", help="Wait for Redis to be available")
+        parser.add_argument("--minio", action="store_true", help="Wait for MinIO (S3) storage to be available")
+        parser.add_argument("--all", action="store_true", help="Wait for all to be available")
+
+    def handle(self, **kwargs):
+        timeout = kwargs["timeout"]
+        _all = kwargs["all"]
+
+        signal.signal(signal.SIGALRM, timeout_handler)
+        signal.alarm(timeout)
+
+        try:
+            if _all or kwargs["db"]:
+                self.wait_for_db()
+            if _all or kwargs["minio"]:
+                self.wait_for_minio()
+            if _all or kwargs["redis"]:
+                self.wait_for_redis()
+        except TimeoutException:
+            ...
+        finally:
+            # Disable the alarm (cleanup)
+            signal.alarm(0)
diff --git a/helm/.helmignore b/helm/.helmignore
new file mode 100644
index 0000000..bbe7669
--- /dev/null
+++ b/helm/.helmignore
@@ -0,0 +1 @@
+values-local.yaml
diff --git a/helm/Chart.lock b/helm/Chart.lock
index 41b6a1f..7cbc4d2 100644
--- a/helm/Chart.lock
+++ b/helm/Chart.lock
@@ -1,12 +1,9 @@
 dependencies:
-- name: redis
-  repository: https://charts.bitnami.com/bitnami
-  version: 20.2.1
-- name: postgresql
-  repository: https://charts.bitnami.com/bitnami
-  version: 16.1.2
 - name: qdrant
   repository: https://qdrant.github.io/qdrant-helm
   version: 1.12.2
-digest: sha256:3b94766cdd43351699a96ec2bebc27656e34de13c49c7be279db63f750cde6ae
-generated: "2024-11-10T23:44:51.273569466+05:45"
+- name: django-app
+  repository: oci://ghcr.io/toggle-corp/charts
+  version: 0.1.1
+digest: sha256:dced24a0e6978f629a33eaf57fbcba99d1b902160b6bb3f626bb8da2c272b5ca
+generated: "2025-05-06T15:56:53.669786475+05:45"
diff --git a/helm/Chart.yaml b/helm/Chart.yaml
index 9b47d63..69556a5 100644
--- a/helm/Chart.yaml
+++ b/helm/Chart.yaml
@@ -6,22 +6,16 @@ version: 0.0.1-SET-BY-CICD
 sources:
   - https://github.com/toggle-corp/ai-chatbot-backend
 
-
 dependencies:
-  - name: redis
-    alias: redis
-    version: "20.2.1"
-    repository: "https://charts.bitnami.com/bitnami"
-    condition: redis.enabled
-
-  - name: postgresql
-    alias: postgresql
-    version: "16.1.2"
-    repository: "https://charts.bitnami.com/bitnami"
-    condition: postgresql.enabled
-
   - name: qdrant
     alias: qdrant
     version: "1.12.2"
     repository: "https://qdrant.github.io/qdrant-helm"
     condition: qdrant.enabled
+    
+  - name: django-app
+    alias: app
+    version: 0.1.1
+    repository: oci://ghcr.io/toggle-corp/charts\
+    
+    
\ No newline at end of file
diff --git a/helm/templates/api/deployment.yaml b/helm/templates/api/deployment.yaml
deleted file mode 100644
index 8c9b28f..0000000
--- a/helm/templates/api/deployment.yaml
+++ /dev/null
@@ -1,57 +0,0 @@
-{{- if .Values.api.enabled }}
-
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: {{ template "tc-chatbot-backend.fullname" . }}-api
-  labels:
-    component: api-deployment
-    environment: {{ .Values.environment }}
-    release: {{ .Release.Name }}
-    # XXX: Add global lables?
-spec:
-  replicas: {{ .Values.api.replicaCount }}
-  selector:
-    matchLabels:
-      app: {{ template "tc-chatbot-backend.name" . }}
-      release: {{ .Release.Name }}
-      run: {{ .Release.Name }}-api
-  template:
-    metadata:
-      annotations:
-        checksum/secret: {{ include (print .Template.BasePath "/config/secret.yaml") . | sha256sum }}
-        checksum/configmap: {{ include (print .Template.BasePath "/config/configmap.yaml") . | sha256sum }}
-      labels:
-        app: {{ template "tc-chatbot-backend.name" . }}
-        release: {{ .Release.Name }}
-        run: {{ .Release.Name }}-api
-    spec:
-      containers:
-        - name: {{ .Chart.Name }}-api
-          image: "{{ .Values.image.name }}:{{ .Values.image.tag }}"
-          imagePullPolicy: {{ .Values.image.pullPolicy }}
-          command: ["bash", "/code/scripts/run_prod.sh"]
-          ports:
-            - name: http
-              containerPort: {{ .Values.api.containerPort }}
-              protocol: TCP
-          livenessProbe: # FIXME: Fix Liveness Probe
-            httpGet:
-              path: / # TODO:
-              port: {{ .Values.api.containerPort }}
-            initialDelaySeconds: 10180  # TODO:?
-            periodSeconds: 5  # TODO:?
-          resources:
-            requests:
-              cpu: {{ .Values.api.resources.requests.cpu }}
-              memory: {{ .Values.api.resources.requests.memory }}
-            limits:
-              cpu: {{ .Values.api.resources.limits.cpu }}
-              memory: {{ .Values.api.resources.limits.memory }}
-          envFrom:
-            - secretRef:
-                name: {{ template "tc-chatbot-backend.fullname" . }}-api-secret
-            - configMapRef:
-                name: {{ template "tc-chatbot-backend.fullname" . }}-api-configmap
-
-{{- end }}
diff --git a/helm/templates/api/ingress.yaml b/helm/templates/api/ingress.yaml
deleted file mode 100644
index 480c870..0000000
--- a/helm/templates/api/ingress.yaml
+++ /dev/null
@@ -1,26 +0,0 @@
-{{- if .Values.ingress.api.enabled }}
-
-apiVersion: networking.k8s.io/v1
-kind: Ingress
-metadata:
-  name: {{ template "tc-chatbot-backend.fullname" . }}-api-ingress
-  labels:
-    app: {{ template "tc-chatbot-backend.name" . }}
-    component: api-service
-    environment: {{ .Values.environment }}
-    release: {{ .Release.Name }}
-spec:
-  ingressClassName: {{ .Values.ingress.className }}
-  rules:
-    - host: {{ required "ingress.api.host" .Values.ingress.api.host | quote }}
-      http:
-        paths:
-          - path: /
-            pathType: Prefix
-            backend:
-              service:
-                name: {{ template "tc-chatbot-backend.fullname" . }}-api-svc
-                port:
-                  number: 80
-
-{{- end }}
diff --git a/helm/templates/api/service.yaml b/helm/templates/api/service.yaml
deleted file mode 100644
index b1f3f82..0000000
--- a/helm/templates/api/service.yaml
+++ /dev/null
@@ -1,24 +0,0 @@
-{{- if .Values.api.enabled }}
-
-apiVersion: v1
-kind: Service
-metadata:
-  name: {{ template "tc-chatbot-backend.fullname" . }}-api-svc
-  labels:
-    app: {{ template "tc-chatbot-backend.name" . }}
-    component: api-service
-    environment: {{ .Values.environment }}
-    release: {{ .Release.Name }}
-spec:
-  type: ClusterIP
-  selector:
-    app: {{ template "tc-chatbot-backend.name" . }}
-    release: {{ .Release.Name }}
-    run: {{ .Release.Name }}-api
-  ports:
-    - protocol: TCP
-      port: 80
-      targetPort: {{ .Values.api.containerPort }}
-      nodePort: null
-
-{{- end }}
diff --git a/helm/templates/argo-hooks/hook-job.yaml b/helm/templates/argo-hooks/hook-job.yaml
deleted file mode 100644
index 57ee4a8..0000000
--- a/helm/templates/argo-hooks/hook-job.yaml
+++ /dev/null
@@ -1,43 +0,0 @@
-{{- range $hookName, $hook := .Values.argoHooks }}
-
-{{- if $hook.enabled }}
-
----
-apiVersion: batch/v1
-kind: Job
-metadata:
-  generateName: {{ template "tc-chatbot-backend.fullname" $ }}-{{ $hookName }}-
-  annotations:
-    argocd.argoproj.io/hook: {{ $hook.hook }}
-spec:
-  template:
-    metadata:
-      annotations:
-        checksum/secret: {{ include (print $.Template.BasePath "/config/secret.yaml") $ | sha256sum }}
-        checksum/configmap: {{ include (print $.Template.BasePath "/config/configmap.yaml") $ | sha256sum }}
-    spec:
-      restartPolicy: "Never"
-      containers:
-        - name: {{ $.Chart.Name }}-{{ $hookName }}
-          image: "{{ $.Values.image.name }}:{{ $.Values.image.tag }}"
-          imagePullPolicy: {{ $.Values.image.pullPolicy }}
-          command:
-              {{- range $hook.command }}
-              - "{{ . }}"
-              {{- end }}
-          resources:
-            requests:
-              cpu: {{ default $.Values.api.resources.requests.cpu $hook.requestsCpu }}
-              memory: {{ default $.Values.api.resources.requests.memory $hook.requestsMemory }}
-            limits:
-              cpu: {{ default $.Values.api.resources.limits.cpu $hook.limitsCpu }}
-              memory: {{ default $.Values.api.resources.limits.memory $hook.limitsMemory }}
-          envFrom:
-            - secretRef:
-                name: {{ template "tc-chatbot-backend.fullname" $ }}-api-secret
-            - configMapRef:
-                name: {{ template "tc-chatbot-backend.fullname" $ }}-api-configmap
-
-{{- end }}
-
-{{- end }}
diff --git a/helm/templates/config/configmap.yaml b/helm/templates/config/configmap.yaml
index 0002477..04fcddd 100644
--- a/helm/templates/config/configmap.yaml
+++ b/helm/templates/config/configmap.yaml
@@ -1,73 +1,14 @@
 kind: ConfigMap
 apiVersion: v1
 metadata:
-  name: {{ template "tc-chatbot-backend.fullname" . }}-api-configmap
+  name: "qdrant-hardcoded-config"
   labels:
     component: api-deployment
     environment: {{ .Values.environment }}
     release: {{ .Release.Name }}
 data:
-  APP_ENVIRONMENT: {{ .Values.environment | upper | quote }} 
-  APP_DOMAIN: {{ required "env.APP_DOMAIN" .Values.environment | upper | quote }} 
-  APP_FRONTEND_HOST: {{ required "env.APP_FRONTEND_HOST" .Values.environment | quote }} 
-  DJANGO_TIME_ZONE: {{ .Values.env.DJANGO_TIME_ZONE }}
-  DJANGO_DEBUG: {{ .Values.env.DJANGO_DEBUG | quote }}
-  DJANGO_ALLOWED_HOST: {{ .Values.env.DJANGO_ALLOWED_HOST | quote }}
-  APP_HTTP_PROTOCOL: {{ .Values.env.APP_HTTP_PROTOCOL | quote }}
-
-  # Email
-  DEFAULT_FROM_EMAIL: {{ required "env.DEFAULT_FROM_EMAIL" .Values.env.DEFAULT_FROM_EMAIL | quote }}
-  EMAIL_USE_TLS: {{ required "env.EMAIL_USE_TLS" .Values.env.EMAIL_USE_TLS | quote }}
-
-  {{- if .Values.redis.enabled }}
-  # Celery
-  CELERY_REDIS_URL: "redis://{{ printf "%s-master" (include "common.names.fullname" .Subcharts.redis) }}:6379/0"
-  CELERY_BROKER_URL: "redis://{{ printf "%s-master" (include "common.names.fullname" .Subcharts.redis) }}:6379/0"
-  CELERY_RESULT_BACKEND: "redis://{{ printf "%s-master" (include "common.names.fullname" .Subcharts.redis) }}:6379/0"
-  # Cache
-  DJANGO_CACHE_REDIS_URL: "redis://{{ printf "%s-master" (include "common.names.fullname" .Subcharts.redis) }}:6379/1"
-  {{- else }}
-  # Celery
-  CELERY_BROKER_URL: {{ required "env.CELERY_BROKER_URL" .Values.env.CELERY_BROKER_URL | quote }}
-  CACHE_REDIS_URL: {{ required "env.CACHE_REDIS_URL" .Values.env.CACHE_REDIS_URL | quote }}
-  CELERY_RESULT_BACKEND: {{ required "env.CELERY_RESULT_BACKEND" .Values.env.CELERY_RESULT_BACKEND | quote }}
-  # Cache
-  DJANGO_CACHE_REDIS_URL: {{ required "env.DJANGO_CACHE_REDIS_URL" .Values.env.DJANGO_CACHE_REDIS_URL | quote }}
-  {{- end }}
-
-  # Sentry
-  SENTRY_TRACES_SAMPLE_RATE: {{ .Values.env.SENTRY_TRACES_SAMPLE_RATE | quote }}
-  SENTRY_PROFILE_SAMPLE_RATE: {{ .Values.env.SENTRY_PROFILE_SAMPLE_RATE | quote }}
-  
-  # Vector Database
-  {{- if .Values.redis.enabled }}
   QDRANT_DB_HOST: {{ include "qdrant.fullname" .Subcharts.qdrant | quote }}
-  {{- else }}
-  QDRANT_DB_HOST: {{ required "env.QDRANT_DB_HOST" .Values.env.QDRANT_DB_HOST | quote }}
-  {{- end }}
-  QDRANT_DB_PORT: {{ required "env.QDRANT_DB_PORT" .Values.env.QDRANT_DB_PORT | quote }}
-  QDRANT_DB_COLLECTION_NAME: {{ required "env.QDRANT_DB_COLLECTION_NAME" .Values.env.QDRANT_DB_COLLECTION_NAME | quote }}
-
-  # Embedding Model
-  {{- if .Values.embeddingModel.enabled }}
-  EMBEDDING_MODEL_URL: http://{{ template "tc-chatbot-backend.fullname" . }}-embedding-model-svc
-  {{- else }}
-  EMBEDDING_MODEL_URL: {{ required ".Values.env.EMBEDDING_MODEL_URL" .Values.env.EMBEDDING_MODEL_URL | quote }}
-  {{- end }}
-  EMBEDDING_MODEL_NAME: {{ .Values.env.EMBEDDING_MODEL_NAME | quote }}
-  EMBEDDING_MODEL_VECTOR_SIZE: {{ .Values.env.EMBEDDING_MODEL_VECTOR_SIZE | quote }}
-  EMBEDDING_MODEL_TYPE: {{ .Values.env.EMBEDDING_MODEL_TYPE | quote }}
-  OLLAMA_EMBEDDING_MODEL_BASE_URL: {{ .Values.env.OLLAMA_EMBEDDING_MODEL_BASE_URL | quote }}
-  # LLM Type
-  LLM_TYPE: {{ .Values.env.LLM_TYPE | quote }}
-  LLM_MODEL_NAME: {{ .Values.env.LLM_MODEL_NAME | quote }}
-  LLM_OLLAMA_BASE_URL: {{ .Values.env.LLM_OLLAMA_BASE_URL | quote }}
+  QDRANT_DB_PORT: "6333"
+  QDRANT_DB_COLLECTION_NAME: 'tc-hr'
+  EMBEDDING_MODEL_URL: "http://{{ template \"tc-chatbot-backend.fullname\" . }}-embedding-model-svc"
 
-  # S3
-  {{- if .Values.env.USE_S3_BUCKET }}
-  USE_S3_BUCKET: {{ .Values.env.USE_S3_BUCKET | quote }}
-  AWS_S3_AWS_ENDPOINT_URL: {{ .Values.env.AWS_S3_AWS_ENDPOINT_URL | quote }}
-  AWS_S3_REGION: {{ required "env.AWS_S3_REGION" .Values.env.AWS_S3_REGION | quote }}
-  S3_STATIC_BUCKET_NAME: {{ required "env.S3_STATIC_BUCKET_NAME" .Values.env.S3_STATIC_BUCKET_NAME | quote }}
-  S3_MEDIA_BUCKET_NAME: {{ required "env.S3_MEDIA_BUCKET_NAME" .Values.env.S3_MEDIA_BUCKET_NAME | quote }}
-  {{- end }}
diff --git a/helm/templates/config/secret.yaml b/helm/templates/config/secret.yaml
deleted file mode 100644
index 489372e..0000000
--- a/helm/templates/config/secret.yaml
+++ /dev/null
@@ -1,44 +0,0 @@
-kind: Secret
-apiVersion: v1
-metadata:
-  name: {{ template "tc-chatbot-backend.fullname" . }}-api-secret
-  labels:
-    component: api-deployment
-    environment: {{ .Values.environment }}
-    release: {{ .Release.Name }}
-type: Opaque
-stringData:
-  DJANGO_SECRET_KEY: {{ required "secrets.DJANGO_SECRET_KEY" .Values.secrets.DJANGO_SECRET_KEY | quote }}
-
-  # Database
-  {{- if .Values.postgresql.enabled }}
-  DATABASE_HOST: {{ include "postgresql.v1.primary.fullname" .Subcharts.postgresql }}
-  DATABASE_PORT: {{ include "postgresql.v1.service.port" .Subcharts.postgresql | quote }}
-  DATABASE_USER: {{ .Values.postgresql.auth.username | quote }}
-  DATABASE_PASSWORD: {{ .Values.postgresql.auth.password | quote }}
-  DATABASE_NAME: {{ .Values.postgresql.auth.database | quote }}
-  {{- else }}
-  DATABASE_NAME: {{ required "secrets.DATABASE_NAME" .Values.secrets.DATABASE_NAME | quote }}
-  DATABASE_USER: {{ required "secrets.DATABASE_USER" .Values.secrets.DATABASE_USER | quote }}
-  DATABASE_PASSWORD: {{ required "secrets.DATABASE_PASSWORD" .Values.secrets.DATABASE_PASSWORD | quote }}
-  DATABASE_HOST: {{ required "secrets.DATABASE_HOST" .Values.secrets.DATABASE_HOST | quote }}
-  DATABASE_PORT: {{ required "secrets.DATABASE_PORT" .Values.secrets.DATABASE_PORT | quote }}
-  {{- end }}
-
-  # Sentry
-  SENTRY_DSN: {{ .Values.secrets.SENTRY_DSN }}
-
-  # Email
-  EMAIL_HOST: {{ required "secrets.EMAIL_HOST" .Values.secrets.EMAIL_HOST | quote }}
-  EMAIL_PORT: {{ required "secrets.EMAIL_PORT" .Values.secrets.EMAIL_PORT | quote }}
-  EMAIL_HOST_USER: {{ required "secrets.EMAIL_HOST_USER" .Values.secrets.EMAIL_HOST_USER | quote }}
-  EMAIL_HOST_PASSWORD: {{ required "secrets.EMAIL_HOST_PASSWORD" .Values.secrets.EMAIL_HOST_PASSWORD | quote }}
-
-  # OpenAI
-  OPENAI_API_KEY: {{ .Values.secrets.OPENAI_API_KEY }}
-
-  # S3
-  {{- if .Values.env.USE_S3_BUCKET }}
-  AWS_S3_ACCESS_KEY_ID: {{ required ".secrets.AWS_S3_ACCESS_KEY_ID" .Values.secrets.AWS_S3_ACCESS_KEY_ID | quote }}
-  AWS_S3_SECRET_ACCESS_KEY: {{ required "secrets.AWS_S3_SECRET_ACCESS_KEY" .Values.secrets.AWS_S3_SECRET_ACCESS_KEY | quote }}
-  {{- end }}
diff --git a/helm/templates/embedding_model/deployment.yaml b/helm/templates/embedding_model/deployment.yaml
index ef59fff..04bd009 100644
--- a/helm/templates/embedding_model/deployment.yaml
+++ b/helm/templates/embedding_model/deployment.yaml
@@ -7,7 +7,7 @@ metadata:
   name: {{ template "tc-chatbot-backend.fullname" . }}-embedding-model
   labels:
     component: embedding-model-deployment
-    environment: {{ .Values.environment }}
+    environment: {{ .Values.app.environment }}
     release: {{ .Release.Name }}
     # XXX: Add global lables?
 spec:
@@ -27,7 +27,7 @@ spec:
       containers:
         - name: {{ .Chart.Name }}-embedding-model
           image: "{{ .Values.embeddingModel.image.name }}:{{ .Values.embeddingModel.image.tag }}"
-          imagePullPolicy: {{ .Values.image.pullPolicy }}
+          imagePullPolicy: {{ .Values.embeddingModel.image.pullPolicy }}
           command: ["uvicorn", "app:app", "--host=0.0.0.0", "--port={{ .Values.embeddingModel.containerPort }}"]
           ports:
             - name: http
@@ -65,4 +65,4 @@ spec:
           persistentVolumeClaim:
             claimName: {{ template "tc-chatbot-backend.fullname" . }}-embedding-model-pvc
 
-{{- end }}
+{{- end }}
\ No newline at end of file
diff --git a/helm/templates/embedding_model/ingress.yaml b/helm/templates/embedding_model/ingress.yaml
index 40466c6..6c7e065 100644
--- a/helm/templates/embedding_model/ingress.yaml
+++ b/helm/templates/embedding_model/ingress.yaml
@@ -1,4 +1,4 @@
-{{- if .Values.ingress.embeddingModel.enabled }}
+{{- if .Values.embeddingModel.ingress.enabled }}
 
 apiVersion: networking.k8s.io/v1
 kind: Ingress
@@ -10,9 +10,9 @@ metadata:
     environment: {{ .Values.environment }}
     release: {{ .Release.Name }}
 spec:
-  ingressClassName: {{ .Values.ingress.className }}
+  ingressClassName: {{ .Values.embeddingModel.ingress.className }}
   rules:
-    - host: {{ required "ingress.embeddingModel.host" .Values.ingress.embeddingModel.host | quote }}
+    - host: {{ required "embeddingModel.ingress.host" .Values.embeddingModel.ingress.host | quote }}
       http:
         paths:
           - path: /
diff --git a/helm/templates/embedding_model/pvc.yaml b/helm/templates/embedding_model/pvc.yaml
index 67130cc..8363375 100644
--- a/helm/templates/embedding_model/pvc.yaml
+++ b/helm/templates/embedding_model/pvc.yaml
@@ -6,7 +6,7 @@ metadata:
   name: {{ template "tc-chatbot-backend.fullname" . }}-embedding-model-pvc
   labels:
     component: embedding-model-deployment
-    environment: {{ .Values.environment }}
+    environment: {{ .Values.app.environment }}
     release: {{ .Release.Name }}
 spec:
   accessModes:
diff --git a/helm/templates/embedding_model/service.yaml b/helm/templates/embedding_model/service.yaml
index 4f77db0..3bb58fe 100644
--- a/helm/templates/embedding_model/service.yaml
+++ b/helm/templates/embedding_model/service.yaml
@@ -7,7 +7,7 @@ metadata:
   labels:
     app: {{ template "tc-chatbot-backend.name" . }}
     component: embedding-model-service
-    environment: {{ .Values.environment }}
+    environment: {{ .Values.app.environment }}
     release: {{ .Release.Name }}
 spec:
   type: ClusterIP
diff --git a/helm/templates/streamlit/deployment.yaml b/helm/templates/streamlit/deployment.yaml
index 970354f..2744eb7 100644
--- a/helm/templates/streamlit/deployment.yaml
+++ b/helm/templates/streamlit/deployment.yaml
@@ -6,7 +6,7 @@ metadata:
   name: {{ template "tc-chatbot-backend.fullname" . }}-streamlit
   labels:
     component: streamlit-deployment
-    environment: {{ .Values.environment }}
+    environment: {{ .Values.app.environment }}
     release: {{ .Release.Name }}
     # XXX: Add global lables?
 spec:
@@ -18,9 +18,6 @@ spec:
       run: {{ .Release.Name }}-streamlit
   template:
     metadata:
-      annotations:
-        checksum/secret: {{ include (print .Template.BasePath "/config/secret.yaml") . | sha256sum }}
-        checksum/configmap: {{ include (print .Template.BasePath "/config/configmap.yaml") . | sha256sum }}
       labels:
         app: {{ template "tc-chatbot-backend.name" . }}
         release: {{ .Release.Name }}
@@ -29,7 +26,7 @@ spec:
       containers:
         - name: {{ .Chart.Name }}-streamlit
           image: "{{ .Values.streamlit.image.name }}:{{ .Values.streamlit.image.tag }}"
-          imagePullPolicy: {{ .Values.image.pullPolicy }}
+          imagePullPolicy: {{ .Values.streamlit.image.pullPolicy }}
           command: ["streamlit", "run", "app.py", "--server.address", "0.0.0.0"]
           ports:
             - name: http
@@ -50,8 +47,8 @@ spec:
               memory: {{ .Values.streamlit.resources.limits.memory }}
           env:
             - name: SERVER_IP
-              value: {{ template "tc-chatbot-backend.fullname" . }}-api-svc
+              value: {{ include "django-app.fullname" .Subcharts.app }}-api
             - name: SERVER_PORT
-              value: {{ .Values.api.containerPort | quote }}
+              value: {{ .Values.app.api.containerPort | quote }}
 
 {{- end }}
diff --git a/helm/templates/streamlit/ingress.yaml b/helm/templates/streamlit/ingress.yaml
index e54b8fd..261e799 100644
--- a/helm/templates/streamlit/ingress.yaml
+++ b/helm/templates/streamlit/ingress.yaml
@@ -1,4 +1,4 @@
-{{- if .Values.ingress.streamlit.enabled }}
+{{- if .Values.streamlit.ingress.enabled }}
 
 apiVersion: networking.k8s.io/v1
 kind: Ingress
@@ -7,12 +7,12 @@ metadata:
   labels:
     app: {{ template "tc-chatbot-backend.name" . }}
     component: streamlit-service
-    environment: {{ .Values.environment }}
+    environment: {{ .Values.app.environment }}
     release: {{ .Release.Name }}
 spec:
-  ingressClassName: {{ .Values.ingress.className }}
+  ingressClassName: {{ .Values.streamlit.ingress.className }}
   rules:
-    - host: {{ required "ingress.streamlit.host" .Values.ingress.streamlit.host | quote }}
+    - host: {{ required "streamlit.ingress.host" .Values.streamlit.ingress.host | quote }}
       http:
         paths:
           - path: /
diff --git a/helm/templates/streamlit/service.yaml b/helm/templates/streamlit/service.yaml
index 50624fd..5858b37 100644
--- a/helm/templates/streamlit/service.yaml
+++ b/helm/templates/streamlit/service.yaml
@@ -1,5 +1,4 @@
 {{- if .Values.streamlit.enabled }}
-
 apiVersion: v1
 kind: Service
 metadata:
@@ -7,7 +6,7 @@ metadata:
   labels:
     app: {{ template "tc-chatbot-backend.name" . }}
     component: streamlit-service
-    environment: {{ .Values.environment }}
+    environment: {{ .Values.app.environment }}
     release: {{ .Release.Name }}
 spec:
   type: ClusterIP
diff --git a/helm/templates/worker/deployment.yaml b/helm/templates/worker/deployment.yaml
deleted file mode 100644
index 99d7233..0000000
--- a/helm/templates/worker/deployment.yaml
+++ /dev/null
@@ -1,48 +0,0 @@
-{{- if .Values.worker.enabled }}
-
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: {{ template "tc-chatbot-backend.fullname" . }}-worker
-  labels:
-    component: worker-deployment
-    environment: {{ .Values.environment }}
-    release: {{ .Release.Name }}
-    # XXX: Add global lables?
-spec:
-  replicas: {{ .Values.worker.replicaCount }}
-  selector:
-    matchLabels:
-      app: {{ template "tc-chatbot-backend.name" . }}
-      release: {{ .Release.Name }}
-      run: {{ .Release.Name }}-worker
-  template:
-    metadata:
-      annotations:
-        checksum/secret: {{ include (print .Template.BasePath "/config/secret.yaml") . | sha256sum }}
-        checksum/configmap: {{ include (print .Template.BasePath "/config/configmap.yaml") . | sha256sum }}
-      labels:
-        app: {{ template "tc-chatbot-backend.name" . }}
-        release: {{ .Release.Name }}
-        run: {{ .Release.Name }}-worker
-    spec:
-      containers:
-        - name: {{ .Chart.Name }}-worker
-          image: "{{ .Values.image.name }}:{{ .Values.image.tag }}"
-          imagePullPolicy: {{ .Values.image.pullPolicy }}
-          # TODO: Add health-check
-          command: ["bash", "/code/scripts/run_worker.sh"]
-          resources:
-            requests:
-              cpu: {{ .Values.worker.resources.requests.cpu }}
-              memory: {{ .Values.worker.resources.requests.memory }}
-            limits:
-              cpu: {{ .Values.worker.resources.limits.cpu }}
-              memory: {{ .Values.worker.resources.limits.memory }}
-          envFrom:
-            - secretRef:
-                name: {{ template "tc-chatbot-backend.fullname" . }}-api-secret
-            - configMapRef:
-                name: {{ template "tc-chatbot-backend.fullname" . }}-api-configmap
-
-{{- end }}
diff --git a/helm/values-test.yaml b/helm/values-test.yaml
index 4da3736..5ab1186 100644
--- a/helm/values-test.yaml
+++ b/helm/values-test.yaml
@@ -1,53 +1,56 @@
-environment: test
+app:
+  environment: test
+  image:
+    name: ghcr.io/toggle-corp/ai-chatbot-backend
+    tag: test
 
-image:
-  name: ghcr.io/toggle-corp/ai-chatbot-backend
-  tag: test
+  ingress:
+    host: api.test.com
 
-ingress:
-  host: api.test.com
-
-env:
-  # App Domain
-  # Vector Database
-  QDRANT_DB_HOST: test.com
-  QDRANT_DB_PORT: 1234
-  QDRANT_DB_COLLECTION_NAME: test
-  # Embedding Model
-  EMBEDDING_MODEL_URL: test.com
-  EMBEDDING_MODEL_NAME: test
-  EMBEDDING_MODEL_VECTOR_SIZE: 1234
-  EMBEDDING_MODEL_TYPE: test
-  OLLAMA_EMBEDDING_MODEL_BASE_URL: test.com
-  # LLM Type
-  LLM_TYPE: test
-  LLM_MODEL_NAME: test
-  LLM_OLLAMA_BASE_URL: test.com
-  AWS_S3_REGION: us-east-x
-  S3_STATIC_BUCKET_NAME: bucket-x-static
-  S3_MEDIA_BUCKET_NAME: bucket-x-media
-  # email 
-  DEFAULT_FROM_EMAIL: test@test.com
-  EMAIL_USE_TLS: true
- 
-  SENTRY_DEBUG: false
-secrets:
-  DJANGO_SECRET_KEY: test
-  # Database
-  DATABASE_NAME: test
-  DATABASE_USER: test
-  DATABASE_PASSWORD: test
-  DATABASE_HOST: test
-  DATABASE_PORT: 5432
-  # Sentry
-  SENTRY_DSN: test.com/1234
-  # OpenAI API key
-  OPENAI_API_KEY: test
-  # S3
-  AWS_S3_ACCESS_KEY_ID: access-key
-  AWS_S3_SECRET_ACCESS_KEY: access-secret
-  # email
-  EMAIL_HOST: test.com 
-  EMAIL_PORT: 443
-  EMAIL_HOST_USER: test
-  EMAIL_HOST_PASSWORD: test
+  env:
+    # App Domain
+    APP_DOMAIN: test.com
+    APP_FRONTEND_HOST : test-host.com
+    APP_TYPE: "web"
+    # Vector Database
+    QDRANT_DB_HOST: "test.com"
+    QDRANT_DB_PORT: "1234"
+    QDRANT_DB_COLLECTION_NAME: "test"
+    # Embedding Model
+    EMBEDDING_MODEL_NAME: "test"
+    EMBEDDING_MODEL_VECTOR_SIZE: "1234"
+    EMBEDDING_MODEL_TYPE: "test"
+    OLLAMA_EMBEDDING_MODEL_BASE_URL: test.com
+    # LLM Type
+    LLM_TYPE: "test"
+    LLM_MODEL_NAME: "test"
+    LLM_OLLAMA_BASE_URL: test.com
+    AWS_S3_REGION: "us-east-x"
+    S3_STATIC_BUCKET_NAME: "bucket-x-static"
+    S3_MEDIA_BUCKET_NAME: "bucket-x-media"
+    # email 
+    DEFAULT_FROM_EMAIL: test@test.com
+    EMAIL_USE_TLS: "true"
+  
+    SENTRY_DEBUG: "false"
+    
+  secrets:
+    DJANGO_SECRET_KEY: "test"
+    # Database
+    DATABASE_NAME: "test"
+    DATABASE_USER: "test"
+    DATABASE_PASSWORD: "test"
+    DATABASE_HOST: "test"
+    DATABASE_PORT: "5432"
+    # Sentry
+    SENTRY_DSN: test.com/1234
+    # OpenAI API key
+    OPENAI_API_KEY: "test"
+    # S3
+    AWS_S3_ACCESS_KEY_ID: "access-key"
+    AWS_S3_SECRET_ACCESS_KEY: "access-secret"
+    # email
+    EMAIL_HOST: test.com
+    EMAIL_PORT: "443"
+    EMAIL_HOST_USER: "test"
+    EMAIL_HOST_PASSWORD: "test"
\ No newline at end of file
diff --git a/helm/values.yaml b/helm/values.yaml
index 1fb98b1..a720750 100644
--- a/helm/values.yaml
+++ b/helm/values.yaml
@@ -1,51 +1,3 @@
-environment: prod
-
-image:
-  name: SET-BY-CICD-IMAGE
-  tag: SET-BY-CICD-TAG
-  imagePullPolicy: IfNotPresent
-
-ingress:
-  className: nginx
-  api:
-    enabled: false
-    host:
-  streamlit:
-    enabled: false
-    host:
-  embeddingModel: # NOTE: For production don't use this
-    enabled: false
-    host:
-
-
-postgresql:
-  enabled: true
-  architecture: standalone
-  auth:
-    database: chatbot
-    # NOTE: For production. Use existingSecret.
-    # TODO: Pass existingSecret to api/worker instances
-    username: chatbot
-    password: chatbot
-  primary:
-    resourcesPreset: "nano"
-    persistence:
-      enabled: true
-      size: 1Gi
-      storageClass: "longhorn"
-
-redis:
-  enabled: true
-  architecture: standalone
-  auth:
-    enabled: false
-  master:
-    resourcesPreset: "nano"
-    persistence:
-      enabled: true
-      size: .5Gi
-      storageClass: "longhorn"
-
 qdrant:
   enabled: true
   persistence:
@@ -60,44 +12,12 @@ qdrant:
     limits:
       cpu: "100m"
       memory: 200Mi
-
-argoHooks:
-  # NOTE: Make sure key are lowercase
-  database-migration:
-    enabled: true
-    hook: PostSync
-    command: ["./manage.py", "migrate"]
-  collect-static:
-    enabled: true
-    hook: PostSync
-    command: ["./manage.py", "collectstatic", "--noinput"]
-
-# TODO: persistence for uploaded files
-api:
-  enabled: true
-  replicaCount: 1
-  containerPort: 80
-  resources:
-    requests:
-      cpu: "200m"
-      memory: 1Gi
-    limits:
-      cpu: "2000m"
-      memory: 2Gi
-
-worker:
-  enabled: true
-  replicaCount: 1
-  resources:
-    requests:
-      cpu: "200m"
-      memory: 3Gi
-    limits:
-      cpu: "2"
-      memory: 4Gi
-
 streamlit:
   enabled: true
+  ingress:
+    className: nginx
+    enabled: true
+    host: 
   image:
     name: ghcr.io/toggle-corp/expt-streamlit-chatapp
     tag: latest
@@ -111,9 +31,13 @@ streamlit:
     limits:
       cpu: "2"
       memory: 1Gi
-
 embeddingModel:
   enabled: true
+  ingress:
+     # NOTE: For production don't use this
+    className: nginx
+    enabled: true
+    host: 
   image:
     name: ghcr.io/toggle-corp/embedding-models
     tag: latest
@@ -131,74 +55,211 @@ embeddingModel:
       cpu: "2"
       memory: 6Gi
   env:
-    EMBEDDING_MODEL_NAME: "sentence-transformers/gtr-t5-large"
-    EMBEDDING_MODEL_TYPE: 1
-    EMBEDDING_MODEL_VECTOR_SIZE: 768
+    EMBEDDING_MODEL_NAME: "text-embedding-3-small"
+    EMBEDDING_MODEL_TYPE: "3"
+    EMBEDDING_MODEL_VECTOR_SIZE: "1536"
     OPENAI_API_KEY: test
+    OLLAMA_EMBEDDING_MODEL_BASE_URL: "test"
+    # LLM Type
+    LLM_TYPE: "1"
+    LLM_MODEL_NAME: "test"
+    LLM_OLLAMA_BASE_URL: "test"
 
-env:
-  # APP_ENVIRONMENT:
-  DJANGO_DEBUG: false
-  DJANGO_TIME_ZONE: UTC
-  DJANGO_ALLOWED_HOST: "*"
-  APP_HTTP_PROTOCOL: https
-  APP_FRONTEND_HOST:
-  APP_DOMAIN:
-  # Redis (Required if redis.enabled is false)
-  CELERY_REDIS_URL:
-  DJANGO_CACHE_REDIS_URL:
-  # -- Celery
-  CELERY_BROKER_URL:
-  CELERY_RESULT_BACKEND:
-  CELERY_ACCEPT_CONTENT: json, application/text
-  # Sentry
-  SENTRY_TRACES_SAMPLE_RATE: 0.2
-  SENTRY_PROFILE_SAMPLE_RATE: 0.2
-  SENTRY_DEBUG:
-  
-  # App Domain
-  # Vector Database
-  # QDRANT_DB_HOST: (Required if qdrant.enabled is false)
-  QDRANT_DB_PORT: 6333
-  QDRANT_DB_COLLECTION_NAME:
-  # Embedding Model
-  EMBEDDING_MODEL_URL:
-  EMBEDDING_MODEL_NAME:
-  EMBEDDING_MODEL_VECTOR_SIZE: 768
-  EMBEDDING_MODEL_TYPE: 1
-  OLLAMA_EMBEDDING_MODEL_BASE_URL:
-  # LLM Type
-  LLM_TYPE: 1
-  LLM_MODEL_NAME:
-  LLM_OLLAMA_BASE_URL:
-  # S3
-  USE_S3_BUCKET: true
-  AWS_S3_AWS_ENDPOINT_URL:
-  AWS_S3_REGION:
-  S3_STATIC_BUCKET_NAME:
-  S3_MEDIA_BUCKET_NAME:
+app:
+  environment: prod
+  appTypeEnvName: "APP_TYPE"
+  extraConfigMapName: "common-extra-config"
+  image:
+    name: SET-BY-CICD-IMAGE
+    tag: SET-BY-CICD-TAG
+    imagePullPolicy: IfNotPresent
+  ingress:
+    enabled: true
+    className: nginx
+    host:
 
-  # email
-  EMAIL_USE_TLS: true
-  DEFAULT_FROM_EMAIL:
- 
-secrets:
-  DJANGO_SECRET_KEY:
-  # Database (required if postgresql.enabled if false)
-  DATABASE_NAME:
-  DATABASE_USER:
-  DATABASE_PASSWORD:
-  DATABASE_HOST:
-  DATABASE_PORT: 5432
-  # Sentry
-  SENTRY_DSN:
-  # OpenAI API key
-  OPENAI_API_KEY:
-  # S3
-  AWS_S3_ACCESS_KEY_ID:
-  AWS_S3_SECRET_ACCESS_KEY:
-  # email 
-  EMAIL_HOST:
-  EMAIL_PORT:
-  EMAIL_HOST_USER:
-  EMAIL_HOST_PASSWORD:
+  postgresql:
+    enabled: true
+    architecture: standalone
+    fullnameOverride: chatbot-postgresql
+    auth:
+      database: chatbot
+      # NOTE: For production. Use existingSecret.
+      # TODO: Pass existingSecret to api/worker instances
+      username: chatbot
+      password: chatbot
+    primary:
+      resourcesPreset: "nano"
+      persistence:
+        enabled: true
+        size: 1Gi
+        storageClass: "longhorn"
+  redis:
+    enabled: true
+    architecture: standalone
+    fullnameOverride: chatbot-redis
+    auth:
+      enabled: false
+    master:
+      resourcesPreset: "nano"
+      persistence:
+        enabled: true
+        size: .5Gi
+        storageClass: "longhorn"
+  argoHook:
+    # NOTE: Make sure key are lowercase
+    enabled: true
+    resources:
+      requests:
+        cpu: "0.1"
+        memory: 1Gi
+      limits:
+        cpu: "4"
+        memory: 2Gi
+    hooks:
+      database-migration:
+        enabled: true
+        hook: PostSync
+        preserveHistory: true
+        command: ["/bin/bash", "-c"]
+        args: 
+          - "./manage.py wait_for_resources --db && ./manage.py migrate"
+      collect-static:
+        enabled: true
+        hook: PostSync
+        command: ["/bin/bash", "-c"]
+        args: 
+          - "./manage.py wait_for_resources --minio && ./manage.py collectstatic --noinput"
+  api:
+    enabled: true
+    replicaCount: 1
+    containerPort: 80
+    command: ["bash", "/code/scripts/run_prod.sh"]
+    resources:
+      requests:
+        cpu: "2"
+        memory: 1Gi
+      limits:
+        cpu: "2"
+        memory: 2Gi
+  worker:
+    enabled: true
+    beat:
+      command: ["celery", "-A", "main", "beat", "-l", "INFO"]
+      resources:
+        requests:
+          cpu: "1"
+          memory: 0.5Gi
+        limits:
+          cpu: "1"
+          memory: 1Gi
+    queueDefaultResources:
+      requests:
+        cpu: "1"
+        memory: 1Gi
+      limits:
+        cpu: "1"
+        memory: 2Gi
+    queueCommandPrefix:
+      - "celery"
+      - "-A"
+      - "main"
+      - "worker"
+      - "-l"
+      - "INFO"
+    queues:
+      default:
+        enabled: true
+        replicaCount: 1
+        celeryArgs:
+          - "-Q"
+          - "celery"
+          - "--concurrency"
+          - "4"
+          - "--max-tasks-per-child"
+          - "10"
+        resources:
+          requests:
+            cpu: "200m"
+            memory: 3Gi
+          limits:
+            cpu: "2"
+            memory: 4Gi
+  minio:
+    enabled: false
+    disableWebUI: true
+    mode: standalone
+    fullnameOverride: chatbot-minio
+    global:
+      defaultStorageClass:
+    apiIngress:
+      enabled: true
+      ingressClassName:
+      hostname:
+      annotations:
+        nginx.ingress.kubernetes.io/proxy-body-size: "50m"
+    auth:
+      forceNewKeys: True
+      rootUser: chatbot
+      rootPassword: 
+    persistence:
+      enabled: true
+      size: 1Gi
+    defaultBuckets: chatbot-static,chatbot-media  
+    provisioning:
+      enabled: true
+      resourcesPreset: "nano"
+      cleanupAfterFinished:
+        enabled: true
+      extraCommands:
+        - "mc anonymous set download provisioning/chatbot-static"
+  env:
+    # APP_ENVIRONMENT:
+    DJANGO_DEBUG: "false"
+    DJANGO_TIME_ZONE: "UTC"
+    DJANGO_ALLOWED_HOST: "*"
+    APP_HTTP_PROTOCOL: "https"
+    APP_ENVIRONMENT: "{{ $.Values.environment }}"
+    # App Domain
+    APP_DOMAIN: "{{ required \".app.env.APP_DOMAIN\" nil }}"
+    APP_FRONTEND_HOST:  "{{ required \".app.env.APP_FRONTEND_HOST\" nil }}"
+    # Redis (Required if redis.enabled is false)
+    CELERY_REDIS_URL: "redis://{{ printf \"%s-master\" (include \"common.names.fullname\" $.Subcharts.redis) }}:6379/0"
+    DJANGO_CACHE_REDIS_URL: "redis://{{ printf \"%s-master\" (include \"common.names.fullname\" $.Subcharts.redis) }}:6379/1"
+    # -- Celery
+    CELERY_ACCEPT_CONTENT: "json, application/text"
+    CELERY_BROKER_URL: "redis://{{ printf \"%s-master\" (include \"common.names.fullname\" $.Subcharts.redis) }}:6379/0"
+    CELERY_RESULT_BACKEND: "redis://{{ printf \"%s-master\" (include \"common.names.fullname\" $.Subcharts.redis) }}:6379/0"
+    # Sentry
+    SENTRY_TRACES_SAMPLE_RATE: "0.2"
+    SENTRY_PROFILE_SAMPLE_RATE: "0.2"
+    # S3
+    USE_S3_BUCKET: "false"
+    AWS_S3_AWS_ENDPOINT_URL: "https://{{ $.Values.minio.apiIngress.hostname}}"
+    AWS_S3_REGION: "us-east-1"
+    S3_STATIC_BUCKET_NAME: "chatbot-static"
+    S3_MEDIA_BUCKET_NAME: "chatbot-media"
+    # email
+    EMAIL_USE_TLS: "false"
+    DEFAULT_FROM_EMAIL: "{{ required \".app.env.DEFAULT_FROM_EMAIL\" nil }}"
+    EMBEDDING_MODEL_URL: "{{ template \"tc-chatbot-backend.fullname\" $ }}-embedding-model-svc"
+  secrets:
+    DJANGO_SECRET_KEY: "{{ required \".app.secrets.DJANGO_SECRET_KEY\" nil }}"
+    # Database (required if postgresql.enabled if false)
+    DATABASE_NAME: "{{ $.Values.postgresql.auth.database}}"
+    DATABASE_USER: "{{ $.Values.postgresql.auth.username}}"
+    DATABASE_PASSWORD: "{{ $.Values.postgresql.auth.password}}"
+    DATABASE_HOST: "{{ include \"postgresql.v1.primary.fullname\" $.Subcharts.postgresql }}"
+    DATABASE_PORT: "{{ include \"postgresql.v1.service.port\" $.Subcharts.postgresql }}"
+    # Sentry
+    SENTRY_DSN: "{{ required \".app.secrets.SENTRY_DSN\" nil }}"
+    # OpenAI API key
+    OPENAI_API_KEY: "{{ required \".app.secrets.OPENAI_API_KEY\" nil }}"
+    # S3 
+    AWS_S3_ACCESS_KEY_ID:  "{{ required \".app.minio.auth.rootUser\" $.Values.minio.auth.rootUser }}"
+    AWS_S3_SECRET_ACCESS_KEY: "{{ required \".app.minio.auth.rootPassword\" $.Values.minio.auth.rootPassword }}"
+    # email 
+    EMAIL_HOST: "{{ required \".app.secrets.EMAIL_HOST\" nil }}"
+    EMAIL_PORT: "{{ required \".app.secrets.EMAIL_PORT\" nil }}"
+    EMAIL_HOST_USER: "{{ required \".app.secrets.EMAIL_HOST_USER\" nil }}"
+    EMAIL_HOST_PASSWORD: "{{ required \".app.secrets.EMAIL_HOST_PASSWORD\" nil }}"
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index bf1a8b0..7f8b33b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,106 +1,106 @@
-# This file is automatically @generated by Poetry 2.0.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.6"
+version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "aiohappyeyeballs-2.4.6-py3-none-any.whl", hash = "sha256:147ec992cf873d74f5062644332c539fcd42956dc69453fe5204195e560517e1"},
-    {file = "aiohappyeyeballs-2.4.6.tar.gz", hash = "sha256:9b05052f9042985d32ecbe4b59a77ae19c006a78f1344d7fdad69d28ded3d0b0"},
+    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.11.12"
+version = "3.11.18"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "aiohttp-3.11.18-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:1596ebf17e42e293cbacc7a24c3e0dc0f8f755b40aff0402cb74c1ff6baec1d3"},
+    {file = "aiohttp-3.11.18-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:eab7b040a8a873020113ba814b7db7fa935235e4cbaf8f3da17671baa1024863"},
+    {file = "aiohttp-3.11.18-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:5d61df4a05476ff891cff0030329fee4088d40e4dc9b013fac01bc3c745542c2"},
+    {file = "aiohttp-3.11.18-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:46533e6792e1410f9801d09fd40cbbff3f3518d1b501d6c3c5b218f427f6ff08"},
+    {file = "aiohttp-3.11.18-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:c1b90407ced992331dd6d4f1355819ea1c274cc1ee4d5b7046c6761f9ec11829"},
+    {file = "aiohttp-3.11.18-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:a2fd04ae4971b914e54fe459dd7edbbd3f2ba875d69e057d5e3c8e8cac094935"},
+    {file = "aiohttp-3.11.18-cp39-cp39-win32.whl", hash = "sha256:b2f317d1678002eee6fe85670039fb34a757972284614638f82b903a03feacdc"},
+    {file = "aiohttp-3.11.18-cp39-cp39-win_amd64.whl", hash = "sha256:5e7007b8d1d09bce37b54111f593d173691c530b80f27c6493b928dabed9e6ef"},
+    {file = "aiohttp-3.11.18.tar.gz", hash = "sha256:ae856e1138612b7e412db63b7708735cff4d38d0399f6a5435d3dac2669f558a"},
 ]
 
 [package.dependencies]
@@ -114,7 +114,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
@@ -160,14 +160,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.8.0"
+version = "4.9.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
-    {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
+    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
+    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
 ]
 
 [package.dependencies]
@@ -177,8 +177,8 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -214,23 +214,23 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "25.1.0"
+version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
-    {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
+    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
+    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
 
 [package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
+tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
 
 [[package]]
 name = "billiard"
@@ -244,187 +244,227 @@ files = [
     {file = "billiard-4.2.1.tar.gz", hash = "sha256:12b641b0c539073fc8d3f5b8b7be998956665c4233c7c1fcd66a7e677c4fb36f"},
 ]
 
+[[package]]
+name = "boto3"
+version = "1.38.22"
+description = "The AWS SDK for Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "boto3-1.38.22-py3-none-any.whl", hash = "sha256:760c85ab6dd78f12aa669269ca917d313fe02378722dc3b8ab41a8dc13b2a999"},
+    {file = "boto3-1.38.22.tar.gz", hash = "sha256:008f6a7c2f9f306984f9bd00c331d70341124aaa7dfebcb0466ecbda6619884a"},
+]
+
+[package.dependencies]
+botocore = ">=1.38.22,<1.39.0"
+jmespath = ">=0.7.1,<2.0.0"
+s3transfer = ">=0.13.0,<0.14.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
+
+[[package]]
+name = "botocore"
+version = "1.38.22"
+description = "Low-level, data-driven core of boto 3."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "botocore-1.38.22-py3-none-any.whl", hash = "sha256:0e524cc763eced7c87ab256338ebd247ce10d1eb11d5cc4f71a3bd82611739e8"},
+    {file = "botocore-1.38.22.tar.gz", hash = "sha256:3b464984674f97367ca1dfa29bdbce499327571208aaec2f9743f66e54d9ba05"},
+]
+
+[package.dependencies]
+jmespath = ">=0.7.1,<2.0.0"
+python-dateutil = ">=2.1,<3.0.0"
+urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
+
+[package.extras]
+crt = ["awscrt (==0.23.8)"]
+
 [[package]]
 name = "celery"
-version = "5.4.0"
+version = "5.5.2"
 description = "Distributed Task Queue."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "celery-5.4.0-py3-none-any.whl", hash = "sha256:369631eb580cf8c51a82721ec538684994f8277637edde2dfc0dacd73ed97f64"},
-    {file = "celery-5.4.0.tar.gz", hash = "sha256:504a19140e8d3029d5acad88330c541d4c3f64c789d85f94756762d8bca7e706"},
+    {file = "celery-5.5.2-py3-none-any.whl", hash = "sha256:54425a067afdc88b57cd8d94ed4af2ffaf13ab8c7680041ac2c4ac44357bdf4c"},
+    {file = "celery-5.5.2.tar.gz", hash = "sha256:4d6930f354f9d29295425d7a37261245c74a32807c45d764bedc286afd0e724e"},
 ]
 
 [package.dependencies]
-billiard = ">=4.2.0,<5.0"
+billiard = ">=4.2.1,<5.0"
 click = ">=8.1.2,<9.0"
 click-didyoumean = ">=0.3.0"
 click-plugins = ">=1.1.1"
 click-repl = ">=0.2.0"
-kombu = ">=5.3.4,<6.0"
+kombu = ">=5.5.2,<5.6"
 python-dateutil = ">=2.8.2"
-tzdata = ">=2022.7"
 vine = ">=5.1.0,<6.0"
 
 [package.extras]
 arangodb = ["pyArango (>=2.0.2)"]
-auth = ["cryptography (==42.0.5)"]
-azureblockblob = ["azure-storage-blob (>=12.15.0)"]
-brotli = ["brotli (>=1.0.0)", "brotlipy (>=0.7.0)"]
+auth = ["cryptography (==44.0.2)"]
+azureblockblob = ["azure-identity (>=1.19.0)", "azure-storage-blob (>=12.15.0)"]
+brotli = ["brotli (>=1.0.0) ; platform_python_implementation == \"CPython\"", "brotlipy (>=0.7.0) ; platform_python_implementation == \"PyPy\""]
 cassandra = ["cassandra-driver (>=3.25.0,<4)"]
 consul = ["python-consul2 (==0.1.5)"]
 cosmosdbsql = ["pydocumentdb (==2.3.5)"]
-couchbase = ["couchbase (>=3.0.0)"]
-couchdb = ["pycouchdb (==1.14.2)"]
+couchbase = ["couchbase (>=3.0.0) ; platform_python_implementation != \"PyPy\" and (platform_system != \"Windows\" or python_version < \"3.10\")"]
+couchdb = ["pycouchdb (==1.16.0)"]
 django = ["Django (>=2.2.28)"]
 dynamodb = ["boto3 (>=1.26.143)"]
-elasticsearch = ["elastic-transport (<=8.13.0)", "elasticsearch (<=8.13.0)"]
-eventlet = ["eventlet (>=0.32.0)"]
-gcs = ["google-cloud-storage (>=2.10.0)"]
+elasticsearch = ["elastic-transport (<=8.17.1)", "elasticsearch (<=8.17.2)"]
+eventlet = ["eventlet (>=0.32.0) ; python_version < \"3.10\""]
+gcs = ["google-cloud-firestore (==2.20.1)", "google-cloud-storage (>=2.10.0)", "grpcio (==1.67.0)"]
 gevent = ["gevent (>=1.5.0)"]
-librabbitmq = ["librabbitmq (>=2.0.0)"]
-memcache = ["pylibmc (==1.6.3)"]
-mongodb = ["pymongo[srv] (>=4.0.2)"]
-msgpack = ["msgpack (==1.0.8)"]
+librabbitmq = ["librabbitmq (>=2.0.0) ; python_version < \"3.11\""]
+memcache = ["pylibmc (==1.6.3) ; platform_system != \"Windows\""]
+mongodb = ["pymongo (==4.10.1)"]
+msgpack = ["msgpack (==1.1.0)"]
+pydantic = ["pydantic (>=2.4)"]
 pymemcache = ["python-memcached (>=1.61)"]
-pyro = ["pyro4 (==4.82)"]
-pytest = ["pytest-celery[all] (>=1.0.0)"]
+pyro = ["pyro4 (==4.82) ; python_version < \"3.11\""]
+pytest = ["pytest-celery[all] (>=1.2.0,<1.3.0)"]
 redis = ["redis (>=4.5.2,!=4.5.5,<6.0.0)"]
 s3 = ["boto3 (>=1.26.143)"]
-slmq = ["softlayer-messaging (>=1.0.3)"]
-solar = ["ephem (==4.1.5)"]
+slmq = ["softlayer_messaging (>=1.0.3)"]
+solar = ["ephem (==4.2) ; platform_python_implementation != \"PyPy\""]
 sqlalchemy = ["sqlalchemy (>=1.4.48,<2.1)"]
-sqs = ["boto3 (>=1.26.143)", "kombu[sqs] (>=5.3.4)", "pycurl (>=7.43.0.5)", "urllib3 (>=1.26.16)"]
-tblib = ["tblib (>=1.3.0)", "tblib (>=1.5.0)"]
+sqs = ["boto3 (>=1.26.143)", "kombu[sqs] (>=5.3.4)", "urllib3 (>=1.26.16)"]
+tblib = ["tblib (>=1.3.0) ; python_version < \"3.8.0\"", "tblib (>=1.5.0) ; python_version >= \"3.8.0\""]
 yaml = ["PyYAML (>=3.10)"]
 zookeeper = ["kazoo (>=1.3.1)"]
-zstd = ["zstandard (==0.22.0)"]
+zstd = ["zstandard (==0.23.0)"]
 
 [[package]]
 name = "certifi"
-version = "2025.1.31"
+version = "2025.4.26"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
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+    {file = "certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3"},
+    {file = "certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.1"
+version = "3.4.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
 name = "click"
-version = "8.1.8"
+version = "8.2.1"
 description = "Composable command line interface toolkit"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
-    {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
+    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
+    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
 ]
 
 [package.dependencies]
@@ -525,18 +565,18 @@ files = [
 
 [[package]]
 name = "django"
-version = "5.1.6"
+version = "5.2.1"
 description = "A high-level Python web framework that encourages rapid development and clean, pragmatic design."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "Django-5.1.6-py3-none-any.whl", hash = "sha256:8d203400bc2952fbfb287c2bbda630297d654920c72a73cc82a9ad7926feaad5"},
-    {file = "Django-5.1.6.tar.gz", hash = "sha256:1e39eafdd1b185e761d9fab7a9f0b9fa00af1b37b25ad980a8aa0dac13535690"},
+    {file = "django-5.2.1-py3-none-any.whl", hash = "sha256:a9b680e84f9a0e71da83e399f1e922e1ab37b2173ced046b541c72e1589a5961"},
+    {file = "django-5.2.1.tar.gz", hash = "sha256:57fe1f1b59462caed092c80b3dd324fd92161b620d59a9ba9181c34746c97284"},
 ]
 
 [package.dependencies]
-asgiref = ">=3.8.1,<4"
+asgiref = ">=3.8.1"
 sqlparse = ">=0.3.1"
 tzdata = {version = "*", markers = "sys_platform == \"win32\""}
 
@@ -592,16 +632,41 @@ files = [
 [package.dependencies]
 django = ">=4.2"
 
+[[package]]
+name = "django-storages"
+version = "1.14.6"
+description = "Support for many storage backends in Django"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "django_storages-1.14.6-py3-none-any.whl", hash = "sha256:11b7b6200e1cb5ffcd9962bd3673a39c7d6a6109e8096f0e03d46fab3d3aabd9"},
+    {file = "django_storages-1.14.6.tar.gz", hash = "sha256:7a25ce8f4214f69ac9c7ce87e2603887f7ae99326c316bc8d2d75375e09341c9"},
+]
+
+[package.dependencies]
+boto3 = {version = ">=1.4.4", optional = true, markers = "extra == \"s3\""}
+Django = ">=3.2"
+
+[package.extras]
+azure = ["azure-core (>=1.13)", "azure-storage-blob (>=12)"]
+boto3 = ["boto3 (>=1.4.4)"]
+dropbox = ["dropbox (>=7.2.1)"]
+google = ["google-cloud-storage (>=1.36.1)"]
+libcloud = ["apache-libcloud"]
+s3 = ["boto3 (>=1.4.4)"]
+sftp = ["paramiko (>=1.15)"]
+
 [[package]]
 name = "djangorestframework"
-version = "3.15.2"
+version = "3.16.0"
 description = "Web APIs for Django, made easy."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -609,137 +674,152 @@ django = ">=4.2"
 
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 name = "exceptiongroup"
-version = "1.2.2"
+version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "python_version < \"3.11\""
+markers = "python_version == \"3.10\""
 files = [
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 ]
 
+[package.dependencies]
+typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
+
 [package.extras]
 test = ["pytest (>=6)"]
 
 [[package]]
 name = "flake8"
-version = "7.1.1"
+version = "7.2.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
-python-versions = ">=3.8.1"
+python-versions = ">=3.9"
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-pyflakes = ">=3.2.0,<3.3.0"
+pycodestyle = ">=2.13.0,<2.14.0"
+pyflakes = ">=3.3.0,<3.4.0"
 
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+version = "1.6.0"
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 [package.extras]
@@ -844,139 +906,132 @@ test = ["objgraph", "psutil"]
 
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 setuptools = "*"
 
@@ -1004,14 +1059,14 @@ tornado = ["tornado (>=0.2)"]
 
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 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
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 [package.extras]
 asyncio = ["anyio (>=4.0,<5.0)"]
@@ -1085,7 +1140,7 @@ idna = "*"
 sniffio = "*"
 
 [package.extras]
-brotli = ["brotli", "brotlicffi"]
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 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
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 socks = ["socksio (==1.*)"]
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+optional = false
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 python-versions = ">=3.8"
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-tzdata = {version = "*", markers = "python_version >= \"3.9\""}
+tzdata = {version = ">=2025.2", markers = "python_version >= \"3.9\""}
 vine = "5.1.0"
 
 [package.extras]
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-redis = ["redis (>=4.5.2,!=4.5.5,!=5.0.2)"]
-slmq = ["softlayer-messaging (>=1.0.3)"]
+redis = ["redis (>=4.5.2,!=4.5.5,!=5.0.2,<=5.2.1)"]
+slmq = ["softlayer_messaging (>=1.0.3)"]
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 qdrant-client = ">=1.10.1,<2.0.0"
 
 [package.extras]
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 [[package]]
 name = "langchain-text-splitters"
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 [package.extras]
-docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+docs = ["furo", "olefile", "sphinx (>=8.2)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
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-typing = ["typing-extensions"]
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 xmp = ["defusedxml"]
 
 [[package]]
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 [[package]]
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 [package.dependencies]
@@ -2222,16 +2345,34 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pyflakes"
-version = "3.2.0"
+version = "3.3.2"
 description = "passive checker of Python programs"
 optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -2249,31 +2390,29 @@ six = ">=1.5"
 
 [[package]]
 name = "pywin32"
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 python-versions = "*"
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 ]
 
 [[package]]
@@ -2362,37 +2501,37 @@ pydantic = ">=1.10.8"
 urllib3 = ">=1.26.14,<3"
 
 [package.extras]
-fastembed = ["fastembed (==0.3.6)"]
-fastembed-gpu = ["fastembed-gpu (==0.3.6)"]
+fastembed = ["fastembed (==0.3.6) ; python_version < \"3.13\""]
+fastembed-gpu = ["fastembed-gpu (==0.3.6) ; python_version < \"3.13\""]
 
 [[package]]
 name = "qdrant-client"
-version = "1.13.2"
+version = "1.14.2"
 description = "Client library for the Qdrant vector search engine"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version < \"3.13\""
+markers = "python_version <= \"3.12\""
 files = [
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 ]
 
 [package.dependencies]
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-grpcio-tools = ">=1.41.0"
 httpx = {version = ">=0.20.0", extras = ["http2"]}
 numpy = [
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-    {version = ">=1.26", markers = "python_version >= \"3.12\" and python_version < \"3.13\""},
+    {version = ">=1.26", markers = "python_version == \"3.12\""},
 ]
 portalocker = ">=2.7.0,<3.0.0"
-pydantic = ">=1.10.8"
+protobuf = ">=3.20.0"
+pydantic = ">=1.10.8,<2.0.dev0 || >2.2.0"
 urllib3 = ">=1.26.14,<3"
 
 [package.extras]
-fastembed = ["fastembed (==0.5.1)"]
-fastembed-gpu = ["fastembed-gpu (==0.5.1)"]
+fastembed = ["fastembed (==0.6.1)"]
+fastembed-gpu = ["fastembed-gpu (==0.6.1)"]
 
 [[package]]
 name = "rank-bm25"
@@ -2414,18 +2553,19 @@ dev = ["pytest"]
 
 [[package]]
 name = "redis"
-version = "5.2.1"
+version = "5.3.0"
 description = "Python client for Redis database and key-value store"
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
 hiredis = ["hiredis (>=3.0.0)"]
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 requests = ">=2.0.1,<3.0.0"
 
+[[package]]
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+optional = false
+python-versions = ">=3.9"
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+
+[package.extras]
+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
+
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-greenlet = {version = "!=0.4.17", markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
+greenlet = {version = ">=1", markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
 typing-extensions = ">=4.6.0"
 
 [package.extras]
-aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
-aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
-asyncio = ["greenlet (!=0.4.17)"]
-asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
+aiomysql = ["aiomysql (>=0.2.0)", "greenlet (>=1)"]
+aioodbc = ["aioodbc", "greenlet (>=1)"]
+aiosqlite = ["aiosqlite", "greenlet (>=1)", "typing_extensions (!=3.10.0.1)"]
+asyncio = ["greenlet (>=1)"]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (>=1)"]
 mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10)"]
 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
@@ -2761,7 +2920,7 @@ mysql-connector = ["mysql-connector-python"]
 oracle = ["cx_oracle (>=8)"]
 oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
-postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
+postgresql-asyncpg = ["asyncpg", "greenlet (>=1)"]
 postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
 postgresql-psycopg = ["psycopg (>=3.0.7)"]
 postgresql-psycopg2binary = ["psycopg2-binary"]
@@ -2788,18 +2947,19 @@ doc = ["sphinx"]
 
 [[package]]
 name = "strawberry-graphql"
-version = "0.260.0"
+version = "0.270.1"
 description = "A library for creating GraphQL APIs"
 optional = false
-python-versions = "<4.0,>=3.9"
+python-versions = ">=3.9"
 groups = ["main"]
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 [package.dependencies]
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+graphql-core = {version = ">=3.2.0,<3.4.0", markers = "python_version >= \"3.9\" and python_version < \"4.0\""}
+packaging = ">=23"
 python-dateutil = ">=2.7.0,<3.0.0"
 typing-extensions = ">=4.5.0"
 
@@ -2814,7 +2974,7 @@ debug-server = ["libcst (>=0.4.7)", "pygments (>=2.3,<3.0)", "python-multipart (
 django = ["Django (>=3.2)", "asgiref (>=3.2,<4.0)"]
 fastapi = ["fastapi (>=0.65.2)", "python-multipart (>=0.0.7)"]
 flask = ["flask (>=1.1)"]
-litestar = ["litestar (>=2)"]
+litestar = ["litestar (>=2) ; python_version >= \"3.10\" and python_version < \"4.0\""]
 opentelemetry = ["opentelemetry-api (<2)", "opentelemetry-sdk (<2)"]
 pydantic = ["pydantic (>1.6.1)"]
 pyinstrument = ["pyinstrument (>=4.0.0)"]
@@ -2860,43 +3020,43 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
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-version = "0.8.0"
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 python-versions = ">=3.9"
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 [package.dependencies]
@@ -2930,14 +3090,14 @@ telegram = ["requests"]
 
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+version = "4.13.2"
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 python-versions = ">=3.8"
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 [[package]]
@@ -2956,32 +3116,47 @@ files = [
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 typing-extensions = ">=3.7.4"
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.1"
+description = "Runtime typing introspection tools"
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+python-versions = ">=3.9"
+groups = ["main"]
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+
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+
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 description = "Provider of IANA time zone data"
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 python-versions = ">=2"
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 python-versions = ">=3.9"
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 [package.extras]
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 h2 = ["h2 (>=4,<5)"]
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 zstd = ["zstandard (>=0.18.0)"]
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+    {file = "yarl-1.20.0.tar.gz", hash = "sha256:686d51e51ee5dfe62dec86e4866ee0e9ed66df700d55c828a615640adc885307"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
-propcache = ">=0.2.0"
+propcache = ">=0.2.1"
 
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "5ff13f6018c04f54de43e9eb7e8f6701962dd998fab90947de78c822ff28f669"
+content-hash = "138f273d95e5bb1ed17395b6e610271f1023dedeb7d02abc7c7ccd8723c5eaab"
diff --git a/pyproject.toml b/pyproject.toml
index 7147987..c55bd22 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,6 +28,7 @@ django-cors-headers = "^4.6.0"
 strawberry-graphql-django = {version = "0.47.1", extras = ["strawberry-graphql"]}
 pillow = "^11.0.0"
 sentry-sdk = "^2.22.0"
+django-storages = {extras = ["s3"], version = "^1.14.6"}
 
 [build-system]
 requires = ["poetry-core"]