Add HuggingFace sync

Add HuggingFace sync workflow and update opencode action version.

.envrc

@@ -1,6 +0,0 @@
-export MODEL__URL=${MODEL__URL:-https://generativelanguage.googleapis.com/v1beta/openai}
-export MODEL__NAME=${MODEL__NAME:-gemini-2.5-flash}
-export MODEL__API_KEY=${GOOGLE_API_KEY}
-export VECTOR_DATABASE__URL=http://localhost:6333
-export VECTOR_DATABASE__NAME=main
-export CHARACTER__NAME=Napoleon

.gitattributes

@@ -1,4 +1,2 @@
 * text=auto eol=lf
-*.jpg filter=lfs diff=lfs merge=lfs -text
-*.png filter=lfs diff=lfs merge=lfs -text
-*.jpeg filter=lfs diff=lfs merge=lfs -text
+assets/image/Napoleon.jpg filter=lfs diff=lfs merge=lfs -text

.github/lint/.ruff.toml

@@ -1,5 +1,5 @@
 indent-width = 4
-line-length = 88
+line-length = 100
 target-version = "py313"
 
 [lint]

.github/workflows/.docker.yaml

@@ -71,7 +71,7 @@ jobs:
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
       - name: Get Python version from pyproject.toml
         id: get_python_version
-        uses: mikefarah/yq@3d918acc2aa75876ca662e50a98391ab1bce34d0 # v4.52.1
+        uses: mikefarah/yq@065b200af9851db0d5132f50bc10b1406ea5c0a8 # v4.50.1
         with:
           cmd: yq -roy '.project.requires-python' pyproject.toml
       - name: Log in to ${{ inputs.registry }} Registry

.github/workflows/.lint.yaml

@@ -141,7 +141,7 @@ jobs:
         with:
           token: ${{ secrets.GH_TOKEN }}
       - name: ${{ matrix.command }}
-        uses: astral-sh/ruff-action@4919ec5cf1f49eff0871dbcea0da843445b837e6 # v3.6.1
+        uses: astral-sh/ruff-action@57714a7c8a2e59f32539362ba31877a1957dded1 # v3.5.1
         with:
           args: >-
             ${{ matrix.command }} --config .github/lint/.ruff.toml
@@ -305,8 +305,10 @@ jobs:
         with:
           enable-cache: true
           activate-environment: true
+      - name: Setup Venv
+        run: uv sync
       - name: Check
-        run: uvx ty check --output-format github
+        run: uv run ty check --output-format github
   markdownlint:
     name: MarkdownLint
     runs-on: ubuntu-latest

.github/workflows/build.yaml

@@ -28,7 +28,7 @@ jobs:
           token: ${{ secrets.GH_TOKEN }}
       - name: Get Package version from pyproject.toml
         id: get_package_version
-        uses: mikefarah/yq@3d918acc2aa75876ca662e50a98391ab1bce34d0 # v4.52.1
+        uses: mikefarah/yq@065b200af9851db0d5132f50bc10b1406ea5c0a8 # v4.50.1
         with:
           cmd: yq -roy '.project.version' pyproject.toml
       - name: Install uv

.github/workflows/ci_tools.yaml

@@ -31,7 +31,7 @@ jobs:
       - name: Checkout repository
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
       - name: Run opencode
-        uses: sst/opencode/github@597ae57bb16ea8b4314f718bc3250c8b9433d7dc # v1.1.48
+        uses: sst/opencode/github@8f537940178772deedf3317c5c669950f1f6c5a6 # v1.1.45
         env:
           OPENCODE_API_KEY: ${{ secrets.OPENCODE_API_KEY }}
         with:
@@ -88,18 +88,15 @@ jobs:
       url: https://huggingface.co/spaces/${{github.repository}}
     steps:
       - name: Checkout repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        uses: actions/checkout@v4.0.0
         with:
           fetch-depth: 0
           lfs: true
       - name: Install uv
-        uses: astral-sh/setup-uv@803947b9bd8e9f986429fa0c5a41c367cd732b41 # v7.2.1
+        uses: astral-sh/setup-uv@61cb8a9741eeb8a550a1b8544337180c0fc8476b # v7.2.0
         with:
           enable-cache: true
           activate-environment: true
-      - name: Export requirements
-        run: uv export --no-editable --frozen --no-dev --no-emit-project --output-file
-          requirements.txt
       - name: Push to HF
         env:
           HF_TOKEN: ${{ secrets.HF_TOKEN }}

.github/workflows/release.yaml

@@ -28,27 +28,6 @@ jobs:
         uses: pypa/gh-action-pypi-publish@release/v1
         with:
           packages-dir: dist/
-  huggingface:
-    name: Tag HuggingFace Space
-    runs-on: ubuntu-latest
-    permissions:
-      contents: read
-      id-token: write
-    environment:
-      name: huggingface
-      url: https://huggingface.co/spaces/${{github.repository}}/tree/${{github.event.release.tag_name}}
-    steps:
-      - name: Install uv
-        uses: astral-sh/setup-uv@803947b9bd8e9f986429fa0c5a41c367cd732b41 # v7.2.1
-        with:
-          enable-cache: true
-          activate-environment: true
-      - name: Push to HF
-        env:
-          HF_TOKEN: ${{ secrets.HF_TOKEN }}
-        run: >-
-          uvx hf repo tag create ${{github.repository}} ${{github.event.release.tag_name}}
-          --repo-type space
   image:
     name: Release Image
     needs: pypi

.github/workflows/version.yaml

@@ -35,7 +35,7 @@ jobs:
         run: uv version --bump patch
       - name: Get Package version from pyproject.toml
         id: get_package_version
-        uses: mikefarah/yq@3d918acc2aa75876ca662e50a98391ab1bce34d0 # v4.52.1
+        uses: mikefarah/yq@065b200af9851db0d5132f50bc10b1406ea5c0a8 # v4.50.1
         with:
           cmd: yq -roy '.project.version' pyproject.toml
       - name: Commit updated count

.idea/chattr.iml

@@ -3,6 +3,7 @@
   <component name="NewModuleRootManager">
     <content url="file://$MODULE_DIR$">
       <sourceFolder url="file://$MODULE_DIR$/src" isTestSource="false" />
+      <sourceFolder url="file://$MODULE_DIR$/tests" isTestSource="true" />
       <excludeFolder url="file://$MODULE_DIR$/.venv" />
     </content>
     <orderEntry type="jdk" jdkName="uv (chattr)" jdkType="Python SDK" />

.idea/codeStyles/codeStyleConfig.xml

@@ -0,0 +1,5 @@
+<component name="ProjectCodeStyleConfiguration">
+  <state>
+    <option name="PREFERRED_PROJECT_CODE_STYLE" value="Default" />
+  </state>
+</component>

.idea/misc.xml

@@ -4,6 +4,12 @@
     <option name="sdkName" value="uv (chattr)" />
   </component>
   <component name="ProjectRootManager" version="2" project-jdk-name="uv (chattr)" project-jdk-type="Python SDK" />
+  <component name="PyreflyConfiguration">
+    <option name="enabled" value="true" />
+  </component>
+  <component name="PythonCompatibilityInspectionAdvertiser">
+    <option name="version" value="3" />
+  </component>
   <component name="RuffConfiguration">
     <option name="enabled" value="true" />
   </component>

.idea/runConfigurations/Dev.xml

@@ -0,0 +1,10 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="Dev" type="docker-deploy" factoryName="docker-compose.yml" server-name="Docker">
+    <deployment type="docker-compose.yml">
+      <settings>
+        <option name="sourceFilePath" value="docker-compose-dev.yaml" />
+      </settings>
+    </deployment>
+    <method v="2" />
+  </configuration>
+</component>

.idea/runConfigurations/Main.xml

@@ -0,0 +1,27 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="Main" type="tests" factoryName="Autodetect">
+    <module name="chattr" />
+    <option name="ENV_FILES" value="" />
+    <option name="INTERPRETER_OPTIONS" value="" />
+    <option name="PARENT_ENVS" value="true" />
+    <envs>
+      <env name="DOPPLER_ENV" value="1" />
+    </envs>
+    <option name="SDK_HOME" value="" />
+    <option name="SDK_NAME" value="uv (chattr)" />
+    <option name="WORKING_DIRECTORY" value="" />
+    <option name="IS_MODULE_SDK" value="false" />
+    <option name="ADD_CONTENT_ROOTS" value="true" />
+    <option name="ADD_SOURCE_ROOTS" value="true" />
+    <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+    <EXTENSION ID="com.fapiko.jetbrains.plugins.better_direnv.runconfigs.PycharmRunConfigurationExtension">
+      <option name="DIRENV_ENABLED" value="true" />
+      <option name="DIRENV_TRUSTED" value="true" />
+    </EXTENSION>
+    <option name="RUN_TOOL" value="true" />
+    <option name="_new_additionalArguments" value="&quot;&quot;" />
+    <option name="_new_target" value="&quot;$ProjectFileDir$/tests/test_app.py&quot;" />
+    <option name="_new_targetType" value="&quot;PATH&quot;" />
+    <method v="2" />
+  </configuration>
+</component>

.idea/runConfigurations/Qdrant.xml

@@ -0,0 +1,28 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="Qdrant" type="docker-deploy" factoryName="docker-image" server-name="Docker">
+    <deployment type="docker-image">
+      <settings>
+        <option name="imageTag" value="qdrant/qdrant" />
+        <option name="containerName" value="vectordb" />
+        <option name="portBindings">
+          <list>
+            <DockerPortBindingImpl>
+              <option name="containerPort" value="6333" />
+              <option name="hostPort" value="6333" />
+            </DockerPortBindingImpl>
+          </list>
+        </option>
+        <option name="showCommandPreview" value="true" />
+        <option name="volumeBindings">
+          <list>
+            <DockerVolumeBindingImpl>
+              <option name="containerPath" value="/qdrant/storage" />
+              <option name="hostPath" value="qdrant_storage" />
+            </DockerVolumeBindingImpl>
+          </list>
+        </option>
+      </settings>
+    </deployment>
+    <method v="2" />
+  </configuration>
+</component>

.idea/runConfigurations/Start_Server.xml

@@ -0,0 +1,34 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="Start Server" type="PythonConfigurationType" factoryName="Python">
+    <output_file path="./app.log" is_save="true" />
+    <module name="chattr" />
+    <option name="ENV_FILES" value="" />
+    <option name="INTERPRETER_OPTIONS" value="" />
+    <option name="PARENT_ENVS" value="true" />
+    <envs>
+      <env name="PYTHONUNBUFFERED" value="1" />
+      <env name="DEBUG" value="1" />
+      <env name="DOPPLER_ENV" value="1" />
+    </envs>
+    <option name="SDK_HOME" value="" />
+    <option name="SDK_NAME" value="uv (chattr)" />
+    <option name="WORKING_DIRECTORY" value="" />
+    <option name="IS_MODULE_SDK" value="false" />
+    <option name="ADD_CONTENT_ROOTS" value="true" />
+    <option name="ADD_SOURCE_ROOTS" value="true" />
+    <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+    <EXTENSION ID="com.fapiko.jetbrains.plugins.better_direnv.runconfigs.PycharmRunConfigurationExtension">
+      <option name="DIRENV_ENABLED" value="true" />
+      <option name="DIRENV_TRUSTED" value="true" />
+    </EXTENSION>
+    <option name="RUN_TOOL" value="true" />
+    <option name="SCRIPT_NAME" value="chattr" />
+    <option name="PARAMETERS" value="" />
+    <option name="SHOW_COMMAND_LINE" value="false" />
+    <option name="EMULATE_TERMINAL" value="true" />
+    <option name="MODULE_MODE" value="true" />
+    <option name="REDIRECT_INPUT" value="false" />
+    <option name="INPUT_FILE" value="" />
+    <method v="2" />
+  </configuration>
+</component>

.idea/runConfigurations/VoiceGenerator.xml

@@ -0,0 +1,41 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="VoiceGenerator" type="docker-deploy" factoryName="docker-image" server-name="Docker">
+    <deployment type="docker-image">
+      <settings>
+        <option name="imageTag" value="alphaspheredotai/vocalizr" />
+        <option name="containerName" value="VoiceGenerator" />
+        <option name="envVars">
+          <list>
+            <DockerEnvVarImpl>
+              <option name="name" value="GRADIO_DEBUG" />
+              <option name="value" value="1" />
+            </DockerEnvVarImpl>
+          </list>
+        </option>
+        <option name="portBindings">
+          <list>
+            <DockerPortBindingImpl>
+              <option name="containerPort" value="7860" />
+              <option name="hostPort" value="7861" />
+            </DockerPortBindingImpl>
+          </list>
+        </option>
+        <option name="commandLineOptions" value="--user root" />
+        <option name="showCommandPreview" value="true" />
+        <option name="volumeBindings">
+          <list>
+            <DockerVolumeBindingImpl>
+              <option name="containerPath" value="/home/nonroot/hf" />
+              <option name="hostPath" value="huggingface" />
+            </DockerVolumeBindingImpl>
+            <DockerVolumeBindingImpl>
+              <option name="containerPath" value="/home/nonroot/results" />
+              <option name="hostPath" value="results" />
+            </DockerVolumeBindingImpl>
+          </list>
+        </option>
+      </settings>
+    </deployment>
+    <method v="2" />
+  </configuration>
+</component>

.pre-commit-config.yaml

@@ -68,13 +68,13 @@ repos:
         args:
           - --autofix
   - repo: https://github.com/renovatebot/pre-commit-hooks
-    rev: 43.0.6
+    rev: 43.0.0
     hooks:
       - id: renovate-config-validator
         args:
           - --strict
   - repo: https://github.com/astral-sh/uv-pre-commit
-    rev: 0.9.28
+    rev: 0.9.27
     hooks:
       - id: uv-lock
       - id: uv-sync
@@ -90,10 +90,6 @@ repos:
         args:
           - --config
           - .github/lint/.ruff.toml
-  - repo: https://github.com/facebook/pyrefly-pre-commit
-    rev: 0.50.1
-    hooks:
-      - id: pyrefly-check
   - repo: https://github.com/lyz-code/yamlfix
     rev: 1.19.1
     hooks:
@@ -112,7 +108,7 @@ repos:
   - repo: https://github.com/hadolint/hadolint
     rev: v2.14.0
     hooks:
-      - id: hadolint-docker
+      - id: hadolint
         args:
           - -c
           - .github/lint/.hadolint.yaml

README.md

@@ -3,9 +3,8 @@ title: Chattr
 emoji: 💬
 colorFrom: gray
 colorTo: blue
-sdk: gradio
-python_version: 3.13
-app_file: src/chattr/__main__.py
+sdk: docker
+app_port: 7860
 short_description: Chat with Characters
 ---
 

docker-compose-dev.yaml

@@ -1,6 +1,7 @@
 name: Chattr Dev
 services:
   vector_database:
+    container_name: VectorDB
     image: qdrant/qdrant:latest@sha256:0425e3e03e7fd9b3dc95c4214546afe19de2eb2e28ca621441a56663ac6e1f46
     ports:
       - 6333:6333
@@ -9,6 +10,7 @@ services:
       - qdrant_storage:/qdrant/storage
     restart: on-failure:3
   voice_generator:
+    container_name: VoiceGenerator
     image: ghcr.io/alphaspheredotai/vocalizr:latest@sha256:df1f4fa0615ae3f34249454ddc3a74e3fd955332da507ff2c7d5373190037863
     ports:
       - 7861:7860
@@ -48,6 +50,7 @@ services:
               capabilities:
                 - gpu
   video_generator:
+    container_name: VideoGenerator
     image: ghcr.io/alphaspheredotai/visualizr:latest@sha256:2c5b096a66c6ebee1a5c0242a8b42c393e0cfdcda086ae6ceba11f92618ec7aa
     ports:
       - 7862:7860

pyproject.toml

@@ -9,7 +9,6 @@
     "gradio[mcp]>=6.5.1",
     "m3u8>=6.0.0",
     "mem0ai>=1.0.2",
-    "poml>=0.0.8",
     "rich>=14.3.1",
   ]
   description = "App part of the Chatacter Backend"
@@ -29,6 +28,7 @@
   dev = [
     "doppler-env>=0.3.1",
     "pre-commit>=4.5.1",
+    "pyrefly>=0.46.1",
     "pytest-emoji>=0.2.0",
     "pytest-md>=0.2.0",
     "pytest-mergify>=2026.1.26.1",

requirements.txt

@@ -1,1031 +0,0 @@
-# This file was autogenerated by uv via the following command:
-#    uv export --no-editable --frozen --no-dev --no-emit-project --output-file requirements.txt
-agno==2.4.7 \
-    --hash=sha256:07959ec1928e3d7d487adc763350603fa4bd2243c25315d02416e0007bfecefe \
-    --hash=sha256:cf39e805e34387925575dfede75a7b5345b559e0bf3f4af04dc76e25e04b2f98
-    # via chattr
-aiofiles==24.1.0 \
-    --hash=sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c \
-    --hash=sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
-    # via gradio
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
-    # via fastapi
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
-    # via pydantic
-anyio==4.12.1 \
-    --hash=sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703 \
-    --hash=sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c
-    # via
-    #   google-genai
-    #   gradio
-    #   httpx
-    #   mcp
-    #   openai
-    #   sse-starlette
-    #   starlette
-attrs==25.4.0 \
-    --hash=sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11 \
-    --hash=sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
-    # via
-    #   jsonschema
-    #   referencing
-audioop-lts==0.2.2 \
-    --hash=sha256:03f061a1915538fd96272bac9551841859dbb2e3bf73ebe4a23ef043766f5449 \
-    --hash=sha256:106753a83a25ee4d6f473f2be6b0966fc1c9af7e0017192f5531a3e7463dce58 \
-    --hash=sha256:143fad0311e8209ece30a8dbddab3b65ab419cbe8c0dde6e8828da25999be911 \
-    --hash=sha256:15ab25dd3e620790f40e9ead897f91e79c0d3ce65fe193c8ed6c26cffdd24be7 \
-    --hash=sha256:3bcddaaf6cc5935a300a8387c99f7a7fbbe212a11568ec6cf6e4bc458c048636 \
-    --hash=sha256:3fc38008969796f0f689f1453722a0f463da1b8a6fbee11987830bfbb664f623 \
-    --hash=sha256:47eba38322370347b1c47024defbd36374a211e8dd5b0dcbce7b34fdb6f8847b \
-    --hash=sha256:4a53aa7c16a60a6857e6b0b165261436396ef7293f8b5c9c828a3a203147ed4a \
-    --hash=sha256:4b4cd51a57b698b2d06cb9993b7ac8dfe89a3b2878e96bc7948e9f19ff51dba6 \
-    --hash=sha256:51c916108c56aa6e426ce611946f901badac950ee2ddaf302b7ed35d9958970d \
-    --hash=sha256:550c114a8df0aafe9a05442a1162dfc8fec37e9af1d625ae6060fed6e756f303 \
-    --hash=sha256:5f93a5db13927a37d2d09637ccca4b2b6b48c19cd9eda7b17a2e9f77edee6a6f \
-    --hash=sha256:64d0c62d88e67b98a1a5e71987b7aa7b5bcffc7dcee65b635823dbdd0a8dbbd0 \
-    --hash=sha256:73f80bf4cd5d2ca7814da30a120de1f9408ee0619cc75da87d0641273d202a09 \
-    --hash=sha256:752d76472d9804ac60f0078c79cdae8b956f293177acd2316cd1e15149aee132 \
-    --hash=sha256:83c381767e2cc10e93e40281a04852facc4cd9334550e0f392f72d1c0a9c5753 \
-    --hash=sha256:9191d68659eda01e448188f60364c7763a7ca6653ed3f87ebb165822153a8547 \
-    --hash=sha256:96f19de485a2925314f5020e85911fb447ff5fbef56e8c7c6927851b95533a1c \
-    --hash=sha256:9a13dc409f2564de15dd68be65b462ba0dde01b19663720c68c1140c782d1d75 \
-    --hash=sha256:a2c2a947fae7d1062ef08c4e369e0ba2086049a5e598fda41122535557012e9e \
-    --hash=sha256:a2d4f1513d63c795e82948e1305f31a6d530626e5f9f2605408b300ae6095093 \
-    --hash=sha256:ba7c3a7e5f23e215cb271516197030c32aef2e754252c4c70a50aaff7031a2c8 \
-    --hash=sha256:c0022283e9556e0f3643b7c3c03f05063ca72b3063291834cca43234f20c60bb \
-    --hash=sha256:c174e322bb5783c099aaf87faeb240c8d210686b04bd61dfd05a8e5a83d88969 \
-    --hash=sha256:c9c8e68d8b4a56fda8c025e538e639f8c5953f5073886b596c93ec9b620055e7 \
-    --hash=sha256:cfcac6aa6f42397471e4943e0feb2244549db5c5d01efcd02725b96af417f3fe \
-    --hash=sha256:d5e73fa573e273e4f2e5ff96f9043858a5e9311e94ffefd88a3186a910c70917 \
-    --hash=sha256:def246fe9e180626731b26e89816e79aae2276f825420a07b4a647abaa84becc \
-    --hash=sha256:dfbbc74ec68a0fd08cfec1f4b5e8cca3d3cd7de5501b01c4b5d209995033cde9 \
-    --hash=sha256:e160bf9df356d841bb6c180eeeea1834085464626dc1b68fa4e1d59070affdc3 \
-    --hash=sha256:e541c3ef484852ef36545f66209444c48b28661e864ccadb29daddb6a4b8e5f5 \
-    --hash=sha256:fbdd522624141e40948ab3e8cdae6e04c748d78710e9f0f8d4dae2750831de19 \
-    --hash=sha256:fd3d4602dc64914d462924a08c1a9816435a2155d74f325853c1f1ac3b2d9800
-    # via gradio
-backoff==2.2.1 \
-    --hash=sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba \
-    --hash=sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8
-    # via posthog
-brotli==1.2.0 \
-    --hash=sha256:0cf8c3b8ba93d496b2fae778039e2f5ecc7cff99df84df337ca31d8f2252896c \
-    --hash=sha256:1b1d6a4efedd53671c793be6dd760fcf2107da3a52331ad9ea429edf0902f27a \
-    --hash=sha256:26e8d3ecb0ee458a9804f47f21b74845cc823fd1bb19f02272be70774f56e2a6 \
-    --hash=sha256:3e1b35d56856f3ed326b140d3c6d9db91740f22e14b06e840fe4bb1923439a18 \
-    --hash=sha256:4ecdb3b6dc36e6d6e14d3a1bdc6c1057c8cbf80db04031d566eb6080ce283a48 \
-    --hash=sha256:54a50a9dad16b32136b2241ddea9e4df159b41247b2ce6aac0b3276a66a8f1e5 \
-    --hash=sha256:67a91c5187e1eec76a61625c77a6c8c785650f5b576ca732bd33ef58b0dff49c \
-    --hash=sha256:9e5825ba2c9998375530504578fd4d5d1059d09621a02065d1b6bfc41a8e05ab \
-    --hash=sha256:b63daa43d82f0cdabf98dee215b375b4058cce72871fd07934f179885aad16e8 \
-    --hash=sha256:c8565e3cdc1808b1a34714b553b262c5de5fbda202285782173ec137fd13709f \
-    --hash=sha256:e310f77e41941c13340a95976fe66a8a95b01e783d430eeaf7a2f87e0a57dd0a
-    # via
-    #   gradio
-    #   httpx
-brotlicffi==1.2.0.0 ; platform_python_implementation != 'CPython' \
-    --hash=sha256:23e5c912fdc6fd37143203820230374d24babd078fc054e18070a647118158f6 \
-    --hash=sha256:33cfb408d0cff64cd50bef268c0fed397c46fbb53944aa37264148614a62e990 \
-    --hash=sha256:34345d8d1f9d534fcac2249e57a4c3c8801a33c9942ff9f8574f67a175e17adb \
-    --hash=sha256:84e3d0020cf1bd8b8131f4a07819edee9f283721566fe044a20ec792ca8fd8b7 \
-    --hash=sha256:9458d08a7ccde8e3c0afedbf2c70a8263227a68dea5ab13590593f4c0a4fd5f4 \
-    --hash=sha256:f139a7cdfe4ae7859513067b736eb44d19fae1186f9e99370092f6915216451b
-    # via httpx
-certifi==2026.1.4 \
-    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c \
-    --hash=sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120
-    # via
-    #   httpcore
-    #   httpx
-    #   requests
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2
-    # via
-    #   brotlicffi
-    #   cryptography
-charset-normalizer==3.4.4 \
-    --hash=sha256:3162d5d8ce1bb98dd51af660f2121c55d0fa541b46dff7bb9b9f86ea1d87de72 \
-    --hash=sha256:362d61fd13843997c1c446760ef36f240cf81d3ebf74ac62652aebaf7838561e \
-    --hash=sha256:542d2cee80be6f80247095cc36c418f7bddd14f4a6de45af91dfad36d817bba2 \
-    --hash=sha256:554af85e960429cf30784dd47447d5125aaa3b99a6f0683589dbd27e2f45da44 \
-    --hash=sha256:5bd2293095d766545ec1a8f612559f6b40abc0eb18bb2f5d1171872d34036ede \
-    --hash=sha256:6b39f987ae8ccdf0d2642338faf2abb1862340facc796048b604ef14919e55ed \
-    --hash=sha256:74018750915ee7ad843a774364e13a3db91682f26142baddf775342c3f5b1133 \
-    --hash=sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f \
-    --hash=sha256:81d5eb2a312700f4ecaa977a8235b634ce853200e828fbadf3a9c50bab278328 \
-    --hash=sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a \
-    --hash=sha256:9a26f18905b8dd5d685d6d07b0cdf98a79f3c7a918906af7cc143ea2e164c8bc \
-    --hash=sha256:9b35f4c90079ff2e2edc5b26c0c77925e5d2d255c42c74fdb70fb49b172726ac \
-    --hash=sha256:a8a8b89589086a25749f471e6a900d3f662d1d3b6e2e59dcecf787b1cc3a1894 \
-    --hash=sha256:b435cba5f4f750aa6c0a0d92c541fb79f69a387c91e61f1795227e4ed9cece14 \
-    --hash=sha256:bc7637e2f80d8530ee4a78e878bce464f70087ce73cf7c1caf142416923b98f1 \
-    --hash=sha256:c0463276121fdee9c49b98908b3a89c39be45d86d1dbaa22957e38f6321d4ce3 \
-    --hash=sha256:e1f185f86a6f3403aa2420e815904c67b2f9ebc443f045edd0de921108345794 \
-    --hash=sha256:f8bf04158c6b607d747e93949aa60618b61312fe647a6369f88ce2ff16043490
-    # via requests
-click==8.3.1 \
-    --hash=sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a \
-    --hash=sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6
-    # via
-    #   ddgs
-    #   typer
-    #   typer-slim
-    #   uvicorn
-colorama==0.4.6 ; sys_platform == 'win32' \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   click
-    #   loguru
-    #   tqdm
-coloredlogs==15.0.1 \
-    --hash=sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934 \
-    --hash=sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0
-    # via onnxruntime
-cryptography==46.0.3 \
-    --hash=sha256:01ca9ff2885f3acc98c29f1860552e37f6d7c7d013d7334ff2a9de43a449315d \
-    --hash=sha256:09859af8466b69bc3c27bdf4f5d84a665e0f7ab5088412e9e2ec49758eca5cbc \
-    --hash=sha256:0abf1ffd6e57c67e92af68330d05760b7b7efb243aab8377e583284dbab72c71 \
-    --hash=sha256:1000713389b75c449a6e979ffc7dcc8ac90b437048766cef052d4d30b8220971 \
-    --hash=sha256:109d4ddfadf17e8e7779c39f9b18111a09efb969a301a31e987416a0191ed93a \
-    --hash=sha256:10b01676fc208c3e6feeb25a8b83d81767e8059e1fe86e1dc62d10a3018fa926 \
-    --hash=sha256:10ca84c4668d066a9878890047f03546f3ae0a6b8b39b697457b7757aaf18dbc \
-    --hash=sha256:15ab9b093e8f09daab0f2159bb7e47532596075139dd74365da52ecc9cb46c5d \
-    --hash=sha256:36e627112085bb3b81b19fed209c05ce2a52ee8b15d161b7c643a7d5a88491f3 \
-    --hash=sha256:3b51b8ca4f1c6453d8829e1eb7299499ca7f313900dd4d89a24b8b87c0a780d4 \
-    --hash=sha256:402b58fc32614f00980b66d6e56a5b4118e6cb362ae8f3fda141ba4689bd4506 \
-    --hash=sha256:416260257577718c05135c55958b674000baef9a1c7d9e8f306ec60d71db850f \
-    --hash=sha256:46acf53b40ea38f9c6c229599a4a13f0d46a6c3fa9ef19fc1a124d62e338dfa0 \
-    --hash=sha256:4b7387121ac7d15e550f5cb4a43aef2559ed759c35df7336c402bb8275ac9683 \
-    --hash=sha256:549e234ff32571b1f4076ac269fcce7a808d3bf98b76c8dd560e42dbc66d7d91 \
-    --hash=sha256:5d7f93296ee28f68447397bf5198428c9aeeab45705a55d53a6343455dcb2c3c \
-    --hash=sha256:5ecfccd2329e37e9b7112a888e76d9feca2347f12f37918facbb893d7bb88ee8 \
-    --hash=sha256:6276eb85ef938dc035d59b87c8a7dc559a232f954962520137529d77b18ff1df \
-    --hash=sha256:6eae65d4c3d33da080cff9c4ab1f711b15c1d9760809dad6ea763f3812d254cb \
-    --hash=sha256:71e842ec9bc7abf543b47cf86b9a743baa95f4677d22baa4c7d5c69e49e9bc04 \
-    --hash=sha256:a04bee9ab6a4da801eb9b51f1b708a1b5b5c9eb48c03f74198464c66f0d344ac \
-    --hash=sha256:a2c0cd47381a3229c403062f764160d57d4d175e022c1df84e168c6251a22eec \
-    --hash=sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1 \
-    --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb \
-    --hash=sha256:b02cf04496f6576afffef5ddd04a0cb7d49cf6be16a9059d793a30b035f6b6ac \
-    --hash=sha256:c0a7bb1a68a5d3471880e264621346c48665b3bf1c3759d682fc0864c540bd9e \
-    --hash=sha256:cb3d760a6117f621261d662bccc8ef5bc32ca673e037c83fbe565324f5c46936 \
-    --hash=sha256:d89c3468de4cdc4f08a57e214384d0471911a3830fcdaf7a8cc587e42a866372 \
-    --hash=sha256:e5bf0ed4490068a2e72ac03d786693adeb909981cc596425d09032d372bcc849 \
-    --hash=sha256:ef639cb3372f69ec44915fafcd6698b6cc78fbe0c2ea41be867f6ed612811963 \
-    --hash=sha256:f260d0d41e9b4da1ed1e0f1ce571f97fe370b152ab18778e9e8f67d6af432018
-    # via pyjwt
-ddgs==9.10.0 \
-    --hash=sha256:81233d79309836eb03e7df2a0d2697adc83c47c342713132c0ba618f1f2c6eee \
-    --hash=sha256:d9381ff75bdf1ad6691d3d1dc2be12be190d1d32ecd24f1002c492143c52c34f
-    # via chattr
-distro==1.9.0 \
-    --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \
-    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
-    # via
-    #   google-genai
-    #   openai
-    #   posthog
-docstring-parser==0.17.0 \
-    --hash=sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912 \
-    --hash=sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
-    # via agno
-fake-useragent==2.2.0 \
-    --hash=sha256:4e6ab6571e40cc086d788523cf9e018f618d07f9050f822ff409a4dfe17c16b2 \
-    --hash=sha256:67f35ca4d847b0d298187443aaf020413746e56acd985a611908c73dba2daa24
-    # via ddgs
-fastapi==0.128.0 \
-    --hash=sha256:1cc179e1cef10a6be60ffe429f79b829dce99d8de32d7acb7e6c8dfdf7f2645a \
-    --hash=sha256:aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d
-    # via gradio
-fastembed==0.7.4 \
-    --hash=sha256:79250a775f70bd6addb0e054204df042b5029ecae501e40e5bbd08e75844ad83 \
-    --hash=sha256:8b8a4ea860ca295002f4754e8f5820a636e1065a9444959e18d5988d7f27093b
-    # via chattr
-ffmpy==1.0.0 \
-    --hash=sha256:5640e5f0fd03fb6236d0e119b16ccf6522db1c826fdf35dcb87087b60fd7504f \
-    --hash=sha256:b12932e95435c8820f1cd041024402765f821971e4bae753b327fc02a6e12f8b
-    # via gradio
-filelock==3.20.3 \
-    --hash=sha256:18c57ee915c7ec61cff0ecf7f0f869936c7c30191bb0cf406f1341778d0834e1 \
-    --hash=sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1
-    # via huggingface-hub
-flatbuffers==25.12.19 \
-    --hash=sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4
-    # via onnxruntime
-fsspec==2026.1.0 \
-    --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc \
-    --hash=sha256:e987cb0496a0d81bba3a9d1cee62922fb395e7d4c3b575e57f547953334fe07b
-    # via
-    #   gradio-client
-    #   huggingface-hub
-gitdb==4.0.12 \
-    --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \
-    --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
-    # via gitpython
-gitpython==3.1.46 \
-    --hash=sha256:400124c7d0ef4ea03f7310ac2fbf7151e09ff97f2a3288d64a440c584a29c37f \
-    --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
-    # via agno
-google-auth==2.47.0 \
-    --hash=sha256:833229070a9dfee1a353ae9877dcd2dec069a8281a4e72e72f77d4a70ff945da \
-    --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
-    # via google-genai
-google-genai==1.60.0 \
-    --hash=sha256:967338378ffecebec19a8ed90cf8797b26818bacbefd7846a9280beb1099f7f3 \
-    --hash=sha256:9768061775fddfaecfefb0d6d7a6cabefb3952ebd246cd5f65247151c07d33d1
-    # via agno
-gradio==6.5.1 \
-    --hash=sha256:31223a1699f15072176dbf48a94f08457228a38263bb4c221a0ccea3a639a595 \
-    --hash=sha256:5d49ff9691413ca5411189a694de5cbf1b171e2d49bf9f113952ae8a93c7088d
-    # via chattr
-gradio-client==2.0.3 \
-    --hash=sha256:8f1cec02dccaf64ac0285ed60479a2b0db3778dfe74c85a36d7ec9a95daeccc4 \
-    --hash=sha256:bcc88da74e3a387bcd41535578abbafe2091bcf4715c9542111804741b9e50b0
-    # via gradio
-greenlet==3.3.1 ; platform_machine == 'AMD64' or platform_machine == 'WIN32' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'ppc64le' or platform_machine == 'win32' or platform_machine == 'x86_64' \
-    --hash=sha256:27289986f4e5b0edec7b5a91063c109f0276abb09a7e9bdab08437525977c946 \
-    --hash=sha256:2f080e028001c5273e0b42690eaf359aeef9cb1389da0f171ea51a5dc3c7608d \
-    --hash=sha256:33a956fe78bbbda82bfc95e128d61129b32d66bcf0a20a1f0c08aa4839ffa951 \
-    --hash=sha256:41848f3230b58c08bb43dee542e74a2a2e34d3c59dc3076cec9151aeeedcae98 \
-    --hash=sha256:4b065d3284be43728dd280f6f9a13990b56470b81be20375a207cdc814a983f2 \
-    --hash=sha256:6423481193bbbe871313de5fd06a082f2649e7ce6e08015d2a76c1e9186ca5b3 \
-    --hash=sha256:65be2f026ca6a176f88fb935ee23c18333ccea97048076aef4db1ef5bc0713ac \
-    --hash=sha256:7a3ae05b3d225b4155bda56b072ceb09d05e974bc74be6c3fc15463cf69f33fd \
-    --hash=sha256:7ab327905cabb0622adca5971e488064e35115430cec2c35a50fd36e72a315b3
-    # via sqlalchemy
-groovy==0.1.2 \
-    --hash=sha256:25c1dc09b3f9d7e292458aa762c6beb96ea037071bf5e917fc81fb78d2231083 \
-    --hash=sha256:7f7975bab18c729a257a8b1ae9dcd70b7cafb1720481beae47719af57c35fa64
-    # via gradio
-grpcio==1.76.0 \
-    --hash=sha256:25a18e9810fbc7e7f03ec2516addc116a957f8cbb8cbc95ccc80faa072743d03 \
-    --hash=sha256:26ef06c73eb53267c2b319f43e6634c7556ea37672029241a056629af27c10e2 \
-    --hash=sha256:3e2a27c89eb9ac3d81ec8835e12414d73536c6e620355d65102503064a4ed6eb \
-    --hash=sha256:45e0111e73f43f735d70786557dc38141185072d7ff8dc1829d6a77ac1471468 \
-    --hash=sha256:5e8571632780e08526f118f74170ad8d50fb0a48c23a746bef2a6ebade3abd6f \
-    --hash=sha256:61f69297cba3950a524f61c7c8ee12e55c486cb5f7db47ff9dcee33da6f0d3ae \
-    --hash=sha256:6a15c17af8839b6801d554263c546c69c4d7718ad4321e3166175b37eaacca77 \
-    --hash=sha256:7be78388d6da1a25c0d5ec506523db58b18be22d9c37d8d3a32c08be4987bd73 \
-    --hash=sha256:83d57312a58dcfe2a3a0f9d1389b299438909a02db60e2f2ea2ae2d8034909d3 \
-    --hash=sha256:931091142fd8cc14edccc0845a79248bc155425eee9a98b2db2ea4f00a235a42 \
-    --hash=sha256:f9f7bd5faab55f47231ad8dba7787866b69f5e93bc306e3915606779bbfb4ba8
-    # via qdrant-client
-h11==0.16.0 \
-    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
-    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-    # via
-    #   agno
-    #   httpcore
-    #   uvicorn
-h2==4.3.0 \
-    --hash=sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1 \
-    --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
-    # via httpx
-hf-xet==1.2.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
-    --hash=sha256:27df617a076420d8845bea087f59303da8be17ed7ec0cd7ee3b9b9f579dff0e4 \
-    --hash=sha256:293a7a3787e5c95d7be1857358a9130694a9c6021de3f27fa233f37267174382 \
-    --hash=sha256:3651fd5bfe0281951b988c0facbe726aa5e347b103a675f49a3fa8144c7968fd \
-    --hash=sha256:46740d4ac024a7ca9b22bebf77460ff43332868b661186a8e46c227fdae01848 \
-    --hash=sha256:4c1428c9ae73ec0939410ec73023c4f842927f39db09b063b9482dac5a3bb737 \
-    --hash=sha256:6de1fc44f58f6dd937956c8d304d8c2dea264c80680bcfa61ca4a15e7b76780f \
-    --hash=sha256:7d40b18769bb9a8bc82a9ede575ce1a44c75eb80e7375a01d76259089529b5dc \
-    --hash=sha256:a55558084c16b09b5ed32ab9ed38421e2d87cf3f1f89815764d1177081b99865 \
-    --hash=sha256:a8c27070ca547293b6890c4bf389f713f80e8c478631432962bb7f4bc0bd7d7f \
-    --hash=sha256:b70218dd548e9840224df5638fdc94bd033552963cfa97f9170829381179c813 \
-    --hash=sha256:cd3a6027d59cfb60177c12d6424e31f4b5ff13d8e3a1247b3a584bf8977e6df5 \
-    --hash=sha256:ceeefcd1b7aed4956ae8499e2199607765fbd1c60510752003b6cc0b8413b649 \
-    --hash=sha256:d06fa97c8562fb3ee7a378dd9b51e343bc5bc8190254202c9771029152f5e08c \
-    --hash=sha256:e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69 \
-    --hash=sha256:f182f264ed2acd566c514e45da9f2119110e48a87a327ca271027904c70c5832
-    # via huggingface-hub
-hpack==4.1.0 \
-    --hash=sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496 \
-    --hash=sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca
-    # via h2
-httpcore==1.0.9 \
-    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
-    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
-    # via httpx
-httpx==0.28.1 \
-    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
-    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   agno
-    #   ddgs
-    #   google-genai
-    #   gradio
-    #   gradio-client
-    #   huggingface-hub
-    #   mcp
-    #   openai
-    #   qdrant-client
-    #   safehttpx
-httpx-sse==0.4.3 \
-    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
-    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
-    # via mcp
-huggingface-hub==1.3.3 \
-    --hash=sha256:44af7b62380efc87c1c3bde7e1bf0661899b5bdfca1fc60975c61ee68410e10e \
-    --hash=sha256:f8be6f468da4470db48351e8c77d6d8115dff9b3daeb30276e568767b1ff7574
-    # via
-    #   fastembed
-    #   gradio
-    #   gradio-client
-    #   tokenizers
-humanfriendly==10.0 \
-    --hash=sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477 \
-    --hash=sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc
-    # via coloredlogs
-hyperframe==6.1.0 \
-    --hash=sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5 \
-    --hash=sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08
-    # via h2
-idna==3.11 \
-    --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea \
-    --hash=sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902
-    # via
-    #   anyio
-    #   httpx
-    #   requests
-jinja2==3.1.6 \
-    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
-    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-    # via gradio
-jiter==0.12.0 \
-    --hash=sha256:048485c654b838140b007390b8182ba9774621103bd4d77c9c3f6f117474ba45 \
-    --hash=sha256:2a5e90604620f94bf62264e7c2c038704d38217b7465b863896c6d7c902b06c7 \
-    --hash=sha256:351d54f2b09a41600ffea43d081522d792e81dcfb915f6d2d242744c1cc48beb \
-    --hash=sha256:37f27a32ce36364d2fa4f7fdc507279db604d27d239ea2e044c8f148410defe1 \
-    --hash=sha256:4747de73d6b8c78f2e253a2787930f4fffc68da7fa319739f57437f95963c4de \
-    --hash=sha256:4e017c417b1ebda911bd13b1e40612704b1f5420e30695112efdbed8a4b389ed \
-    --hash=sha256:53839b35a38f56b8be26a7851a48b89bc47e5d88e900929df10ed93b95fea3d6 \
-    --hash=sha256:635e737fbb7315bef0037c19b88b799143d2d7d3507e61a76751025226b3ac87 \
-    --hash=sha256:64dfcd7d5c168b38d3f9f8bba7fc639edb3418abcc74f22fdbe6b8938293f30b \
-    --hash=sha256:6cc49d5130a14b732e0612bc76ae8db3b49898732223ef8b7599aa8d9810683e \
-    --hash=sha256:88ef757017e78d2860f96250f9393b7b577b06a956ad102c29c8237554380db3 \
-    --hash=sha256:89b0bfb8b2bf2351fba36bb211ef8bfceba73ef58e7f0c68fb67b5a2795ca2f9 \
-    --hash=sha256:94f669548e55c91ab47fef8bddd9c954dab1938644e715ea49d7e117015110a4 \
-    --hash=sha256:bbc0944aa3d4b4773e348cda635252824a78f4ba44328e042ef1ff3f6080d1cf \
-    --hash=sha256:c97b92c54fe6110138c872add030a1f99aea2401ddcdaa21edf74705a646dd60 \
-    --hash=sha256:da25c62d4ee1ffbacb97fac6dfe4dcd6759ebdc9015991e92a6eae5816287f44 \
-    --hash=sha256:e25012eb0c456fcc13354255d0338cd5397cce26c77b2832b3c4e2e255ea5d9a \
-    --hash=sha256:ed53b3d6acbcb0fd0b90f20c7cb3b24c357fe82a3518934d4edfa8c6898e498c \
-    --hash=sha256:f5aa5427a629a824a543672778c9ce0c5e556550d1569bb6ea28a85015287626
-    # via openai
-jsonschema==4.26.0 \
-    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
-    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
-    # via mcp
-jsonschema-specifications==2025.9.1 \
-    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
-    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
-    # via jsonschema
-loguru==0.7.3 \
-    --hash=sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6 \
-    --hash=sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c
-    # via fastembed
-lxml==6.0.2 \
-    --hash=sha256:13dcecc9946dca97b11b7c40d29fba63b55ab4170d3c0cf8c0c164343b9bfdcf \
-    --hash=sha256:1941354d92699fb5ffe6ed7b32f9649e43c2feb4b97205f75866f7d21aa91452 \
-    --hash=sha256:2cbcbf6d6e924c28f04a43f3b6f6e272312a090f269eff68a2982e13e5d57659 \
-    --hash=sha256:358d9adae670b63e95bc59747c72f4dc97c9ec58881d4627fe0120da0f90d314 \
-    --hash=sha256:4077b7c79f31755df33b795dc12119cb557a0106bfdab0d2c2d97bd3cf3dffa6 \
-    --hash=sha256:6c8963287d7a4c5c9a432ff487c52e9c5618667179c18a204bdedb27310f022f \
-    --hash=sha256:6ec0e3f745021bfed19c456647f0298d60a24c9ff86d9d051f52b509663feeb1 \
-    --hash=sha256:846ae9a12d54e368933b9759052d6206a9e8b250291109c48e350c1f1f49d916 \
-    --hash=sha256:8f8d0cbd0674ee89863a523e6994ac25fd5be9c8486acfc3e5ccea679bad2679 \
-    --hash=sha256:9b33d21594afab46f37ae58dfadd06636f154923c4e8a4d754b0127554eb2e77 \
-    --hash=sha256:a7c5d5e5f1081955358533be077166ee97ed2571d6a66bdba6ec2f609a715d1a \
-    --hash=sha256:b30d46379644fbfc3ab81f8f82ae4de55179414651f110a1514f0b1f8f6cb2d7 \
-    --hash=sha256:bb2f6ca0ae2d983ded09357b84af659c954722bbf04dea98030064996d156048 \
-    --hash=sha256:cd79f3367bd74b317dda655dc8fcfa304d9eb6e4fb06b7168c5cf27f96e0cd62 \
-    --hash=sha256:dfb874cfa53340009af6bdd7e54ebc0d21012a60a4e65d927c2e477112e63484 \
-    --hash=sha256:e8cd2415f372e7e5a789d743d133ae474290a90b9023197fd78f32e2dc6873e2 \
-    --hash=sha256:eb2a12d704f180a902d7fa778c6d71f36ceb7b0d317f34cdc76a5d05aa1dd1df \
-    --hash=sha256:ef9266d2aa545d7374938fb5c484531ef5a2ec7f2d573e62f8ce722c735685fd \
-    --hash=sha256:fb8dae0b6b8b7f9e96c26fdd8121522ce5de9bb5538010870bd538683d30e9a2
-    # via ddgs
-m3u8==6.0.0 \
-    --hash=sha256:566d0748739c552dad10f8c87150078de6a0ec25071fa48e6968e96fc6dcba5d \
-    --hash=sha256:7ade990a1667d7a653bcaf9413b16c3eb5cd618982ff46aaff57fe6d9fa9c0fd
-    # via chattr
-markdown-it-py==4.0.0 \
-    --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \
-    --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3
-    # via rich
-markupsafe==3.0.3 \
-    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
-    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
-    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
-    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
-    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
-    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
-    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
-    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
-    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
-    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
-    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
-    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
-    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
-    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
-    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
-    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
-    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
-    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
-    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
-    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
-    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
-    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
-    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795
-    # via
-    #   gradio
-    #   jinja2
-mcp==1.26.0 \
-    --hash=sha256:904a21c33c25aa98ddbeb47273033c435e595bbacfdb177f4bd87f6dceebe1ca \
-    --hash=sha256:db6e2ef491eecc1a0d93711a76f28dec2e05999f93afd48795da1c1137142c66
-    # via gradio
-mdurl==0.1.2 \
-    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
-    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
-    # via markdown-it-py
-mem0ai==1.0.2 \
-    --hash=sha256:3528523653bc57efa477d55e703dcedf8decc23868d4dbcc6d43a97f2315834a \
-    --hash=sha256:533c370e8a4e817d47a583cb7fa4df55db59de8dd67be39f2b927e2ad19607d1
-    # via chattr
-mmh3==5.2.0 \
-    --hash=sha256:03e08c6ebaf666ec1e3d6ea657a2d363bb01effd1a9acfe41f9197decaef0051 \
-    --hash=sha256:1efc8fec8478e9243a78bb993422cf79f8ff85cb4cf6b79647480a31e0d950a8 \
-    --hash=sha256:1fdb36b940e9261aff0b5177c5b74a36936b902f473180f6c15bde26143681a9 \
-    --hash=sha256:45b590e31bc552c6f8e2150ff1ad0c28dd151e9f87589e7eaf508fbdd8e8e908 \
-    --hash=sha256:58981d6ea9646dbbf9e59a30890cbf9f610df0e4a57dbfe09215116fd90b0093 \
-    --hash=sha256:7303aab41e97adcf010a09efd8f1403e719e59b7705d5e3cfed3dd7571589290 \
-    --hash=sha256:7e5634565367b6d98dc4aa2983703526ef556b3688ba3065edb4b9b90ede1c54 \
-    --hash=sha256:7fddccd4113e7b736706e17a239a696332360cbaddf25ae75b57ba1acce65081 \
-    --hash=sha256:956127e663d05edbeec54df38885d943dfa27406594c411139690485128525de \
-    --hash=sha256:9f64bf06f4bf623325fda3a6d02d36cd69199b9ace99b04bb2d7fd9f89688504 \
-    --hash=sha256:b0271ac12415afd3171ab9a3c7cbfc71dee2c68760a7dc9d05bf8ed6ddfa3a7a \
-    --hash=sha256:b29044e1ffdb84fe164d0a7ea05c7316afea93c00f8ed9449cf357c36fc4f814 \
-    --hash=sha256:bb0fdc451fb6d86d81ab8f23d881b8d6e37fc373a2deae1c02d27002d2ad7a05 \
-    --hash=sha256:bdde97310d59604f2a9119322f61b31546748499a21b44f6715e8ced9308a6c5 \
-    --hash=sha256:c3dca4cb5b946ee91b3d6bb700d137b1cd85c20827f89fdf9c16258253489044 \
-    --hash=sha256:c903e71fd8debb35ad2a4184c1316b3cb22f64ce517b4e6747f25b0a34e41266 \
-    --hash=sha256:ddc63328889bcaee77b743309e5c7d2d52cee0d7d577837c91b6e7cc9e755e0b \
-    --hash=sha256:e651e17bfde5840e9e4174b01e9e080ce49277b70d424308b36a7969d0d1af73 \
-    --hash=sha256:e79c00eba78f7258e5b354eccd4d7907d60317ced924ea4a5f2e9d83f5453065 \
-    --hash=sha256:eed4bba7ff8a0d37106ba931ab03bdd3915fbb025bcf4e1f0aa02bc8114960c5 \
-    --hash=sha256:fa0c966ee727aad5406d516375593c5f058c766b21236ab8985693934bb5085b \
-    --hash=sha256:fc9c5f280438cf1c1a8f9abb87dc8ce9630a964120cfb5dd50d1e7ce79690c7a
-    # via fastembed
-mpmath==1.3.0 \
-    --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \
-    --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
-    # via sympy
-nodejs-wheel==24.13.0 \
-    --hash=sha256:8c423cbf434b4c853ebac076d563b0899d3c6594ef0f99f6cd368ca4e3a28ca2 \
-    --hash=sha256:c0fc56a4677f55f7639f306a6381fb253d11ce24189c87a5489ea848f6e2bf24
-    # via poml
-nodejs-wheel-binaries==24.13.0 \
-    --hash=sha256:2e3431d869d6b2dbeef1d469ad0090babbdcc8baaa72c01dd3cc2c6121c96af5 \
-    --hash=sha256:356654baa37bfd894e447e7e00268db403ea1d223863963459a0fbcaaa1d9d48 \
-    --hash=sha256:3f619ac140e039ecd25f2f71d6e83ad1414017a24608531851b7c31dc140cdfd \
-    --hash=sha256:605be4763e3ef427a3385a55da5a1bcf0a659aa2716eebbf23f332926d7e5f23 \
-    --hash=sha256:766aed076e900061b83d3e76ad48bfec32a035ef0d41bd09c55e832eb93ef7a4 \
-    --hash=sha256:92fdef7376120e575f8b397789bafcb13bbd22a1b4d21b060d200b14910f22a5 \
-    --hash=sha256:9ad6383613f3485a75b054647a09f1cd56d12380d7459184eebcf4a5d403f35c \
-    --hash=sha256:dfb31ebc2c129538192ddb5bedd3d63d6de5d271437cd39ea26bf3fe229ba430 \
-    --hash=sha256:fdd720d7b378d5bb9b2710457bbc880d4c4d1270a94f13fbe257198ac707f358
-    # via nodejs-wheel
-numpy==2.4.1 \
-    --hash=sha256:178de8f87948163d98a4c9ab5bee4ce6519ca918926ec8df195af582de28544d \
-    --hash=sha256:20d4649c773f66cc2fc36f663e091f57c3b7655f936a4c681b4250855d1da8f5 \
-    --hash=sha256:2302dc0224c1cbc49bb94f7064f3f923a971bfae45c33870dcbff63a2a550505 \
-    --hash=sha256:382ad67d99ef49024f11d1ce5dcb5ad8432446e4246a4b014418ba3a1175a1f4 \
-    --hash=sha256:3d1a100e48cb266090a031397863ff8a30050ceefd798f686ff92c67a486753d \
-    --hash=sha256:49e792ec351315e16da54b543db06ca8a86985ab682602d90c60ef4ff4db2a9c \
-    --hash=sha256:529050522e983e00a6c1c6b67411083630de8b57f65e853d7b03d9281b8694d2 \
-    --hash=sha256:5b55aa56165b17aaf15520beb9cbd33c9039810e0d9643dd4379e44294c7303e \
-    --hash=sha256:62fea415f83ad8fdb6c20840578e5fbaf5ddd65e0ec6c3c47eda0f69da172510 \
-    --hash=sha256:71abbea030f2cfc3092a0ff9f8c8fdefdc5e0bf7d9d9c99663538bb0ecdac0b9 \
-    --hash=sha256:79e9e06c4c2379db47f3f6fc7a8652e7498251789bf8ff5bd43bf478ef314ca2 \
-    --hash=sha256:82c55962006156aeef1629b953fd359064aa47e4d82cfc8e67f0918f7da3344f \
-    --hash=sha256:9171a42fcad32dcf3fa86f0a4faa5e9f8facefdb276f54b8b390d90447cff4e2 \
-    --hash=sha256:92a0e65272fd60bfa0d9278e0484c2f52fe03b97aedc02b357f33fe752c52ffb \
-    --hash=sha256:941c2a93313d030f219f3a71fd3d91a728b82979a5e8034eb2e60d394a2b83f9 \
-    --hash=sha256:98b35775e03ab7f868908b524fc0a84d38932d8daf7b7e1c3c3a1b6c7a2c9f15 \
-    --hash=sha256:a1ceafc5042451a858231588a104093474c6a5c57dcc724841f5c888d237d690 \
-    --hash=sha256:a7870e8c5fc11aef57d6fea4b4085e537a3a60ad2cdd14322ed531fdca68d261 \
-    --hash=sha256:c0faba4a331195bfa96f93dd9dfaa10b2c7aa8cda3a02b7fd635e588fe821bf5 \
-    --hash=sha256:d3e3087f53e2b4428766b54932644d148613c5a595150533ae7f00dab2f319a8 \
-    --hash=sha256:d797454e37570cfd61143b73b8debd623c3c0952959adb817dd310a483d58a1b \
-    --hash=sha256:f93bc6892fe7b0663e5ffa83b61aab510aacffd58c16e012bb9352d489d90cb7
-    # via
-    #   fastembed
-    #   gradio
-    #   onnxruntime
-    #   pandas
-    #   qdrant-client
-onnxruntime==1.23.2 \
-    --hash=sha256:162f4ca894ec3de1a6fd53589e511e06ecdc3ff646849b62a9da7489dee9ce95 \
-    --hash=sha256:1f9cc0a55349c584f083c1c076e611a7c35d5b867d5d6e6d6c823bf821978088 \
-    --hash=sha256:2ff531ad8496281b4297f32b83b01cdd719617e2351ffe0dba5684fb283afa1f \
-    --hash=sha256:45d127d6e1e9b99d1ebeae9bcd8f98617a812f53f46699eafeb976275744826b \
-    --hash=sha256:8bace4e0d46480fbeeb7bbe1ffe1f080e6663a42d1086ff95c1551f2d39e7872 \
-    --hash=sha256:9d2385e774f46ac38f02b3a91a91e30263d41b2f1f4f26ae34805b2a9ddef466 \
-    --hash=sha256:e2b9233c4947907fd1818d0e581c049c41ccc39b2856cc942ff6d26317cee145
-    # via fastembed
-openai==2.15.0 \
-    --hash=sha256:42eb8cbb407d84770633f31bf727d4ffb4138711c670565a41663d9439174fba \
-    --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
-    # via mem0ai
-orjson==3.11.5 \
-    --hash=sha256:2cc79aaad1dfabe1bd2d50ee09814a1253164b3da4c00a78c458d82d04b3bdef \
-    --hash=sha256:3b01799262081a4c47c035dd77c1301d40f568f77cc7ec1bb7db5d63b0a01629 \
-    --hash=sha256:4bdd8d164a871c4ec773f9de0f6fe8769c2d6727879c37a9666ba4183b7f8228 \
-    --hash=sha256:54aae9b654554c3b4edd61896b978568c6daa16af96fa4681c9b5babd469f863 \
-    --hash=sha256:59ac72ea775c88b163ba8d21b0177628bd015c5dd060647bbab6e22da3aad287 \
-    --hash=sha256:61de247948108484779f57a9f406e4c84d636fa5a59e411e6352484985e8a7c3 \
-    --hash=sha256:75bc2e59e6a2ac1dd28901d07115abdebc4563b5b07dd612bf64260a201b1c7f \
-    --hash=sha256:7cce16ae2f5fb2c53c3eafdd1706cb7b6530a67cc1c17abe8ec747f5cd7c0c51 \
-    --hash=sha256:82393ab47b4fe44ffd0a7659fa9cfaacc717eb617c93cde83795f14af5c2e9d5 \
-    --hash=sha256:894aea2e63d4f24a7f04a1908307c738d0dce992e9249e744b8f4e8dd9197f39 \
-    --hash=sha256:a261fef929bcf98a60713bf5e95ad067cea16ae345d9a35034e73c3990e927d2 \
-    --hash=sha256:c028a394c766693c5c9909dec76b24f37e6a1b91999e8d0c0d5feecbe93c3e05 \
-    --hash=sha256:d7345c759276b798ccd6d77a87136029e71e66a8bbf2d2755cbdde1d82e78706 \
-    --hash=sha256:ddc21521598dbe369d83d4d40338e23d4101dad21dae0e79fa20465dbace019f \
-    --hash=sha256:e46c762d9f0e1cfb4ccc8515de7f349abbc95b59cb5a2bd68df5973fdef913f8 \
-    --hash=sha256:ff7877d376add4e16b274e35a3f58b7f37b362abf4aa31863dadacdd20e3a583
-    # via gradio
-packaging==26.0 \
-    --hash=sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
-    # via
-    #   agno
-    #   gradio
-    #   gradio-client
-    #   huggingface-hub
-    #   onnxruntime
-pandas==2.3.3 \
-    --hash=sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac \
-    --hash=sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c \
-    --hash=sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713 \
-    --hash=sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78 \
-    --hash=sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21 \
-    --hash=sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5 \
-    --hash=sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110 \
-    --hash=sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493 \
-    --hash=sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86 \
-    --hash=sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8 \
-    --hash=sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc \
-    --hash=sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b \
-    --hash=sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d \
-    --hash=sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee
-    # via gradio
-pillow==11.3.0 \
-    --hash=sha256:023f6d2d11784a465f09fd09a34b150ea4672e85fb3d05931d89f373ab14abb2 \
-    --hash=sha256:05f6ecbeff5005399bb48d198f098a9b4b6bdf27b8487c7f38ca16eeb070cd59 \
-    --hash=sha256:0bce5c4fd0921f99d2e858dc4d4d64193407e1b99478bc5cacecba2311abde51 \
-    --hash=sha256:1019b04af07fc0163e2810167918cb5add8d74674b6267616021ab558dc98ced \
-    --hash=sha256:13f87d581e71d9189ab21fe0efb5a23e9f28552d5be6979e84001d3b8505abe8 \
-    --hash=sha256:1904e1264881f682f02b7f8167935cce37bc97db457f8e7849dc3a6a52b99580 \
-    --hash=sha256:1c627742b539bba4309df89171356fcb3cc5a9178355b2727d1b74a6cf155fbd \
-    --hash=sha256:1f85acb69adf2aaee8b7da124efebbdb959a104db34d3a2cb0f3793dbae422a8 \
-    --hash=sha256:2a3117c06b8fb646639dce83694f2f9eac405472713fcb1ae887469c0d4f6788 \
-    --hash=sha256:2d6fcc902a24ac74495df63faad1884282239265c6839a0a6416d33faedfae7e \
-    --hash=sha256:30b7c02f3899d10f13d7a48163c8969e4e653f8b43416d23d13d1bbfdc93b9f8 \
-    --hash=sha256:3828ee7586cd0b2091b6209e5ad53e20d0649bbe87164a459d0676e035e8f523 \
-    --hash=sha256:45dfc51ac5975b938e9809451c51734124e73b04d0f0ac621649821a63852e7b \
-    --hash=sha256:4c834a3921375c48ee6b9624061076bc0a32a60b5532b322cc0ea64e639dd50e \
-    --hash=sha256:5e05688ccef30ea69b9317a9ead994b93975104a677a36a8ed8106be9260aa6d \
-    --hash=sha256:7859a4cc7c9295f5838015d8cc0a9c215b77e43d07a25e460f35cf516df8626f \
-    --hash=sha256:7db51d222548ccfd274e4572fdbf3e810a5e66b00608862f947b163e613b67dd \
-    --hash=sha256:83e1b0161c9d148125083a35c1c5a89db5b7054834fd4387499e06552035236c \
-    --hash=sha256:857844335c95bea93fb39e0fa2726b4d9d758850b34075a7e3ff4f4fa3aa3b31 \
-    --hash=sha256:8797edc41f3e8536ae4b10897ee2f637235c94f27404cac7297f7b607dd0716e \
-    --hash=sha256:a4d336baed65d50d37b88ca5b60c0fa9d81e3a87d4a7930d3880d1624d5b31f3 \
-    --hash=sha256:a7bc6e6fd0395bc052f16b1a8670859964dbd7003bd0af2ff08342eb6e442cfe \
-    --hash=sha256:c37d8ba9411d6003bba9e518db0db0c58a680ab9fe5179f040b0463644bc9805 \
-    --hash=sha256:ec1ee50470b0d050984394423d96325b744d55c701a439d2bd66089bff963d3c \
-    --hash=sha256:f0f5d8f4a08090c6d6d578351a2b91acf519a54986c055af27e7a93feae6d3f1 \
-    --hash=sha256:f944255db153ebb2b19c51fe85dd99ef0ce494123f21b9db4877ffdfc5590c7c
-    # via
-    #   fastembed
-    #   gradio
-poml==0.0.8 \
-    --hash=sha256:37be5da8572222854464969f76fac2e356297305c84fdcc7d3103d914811932b \
-    --hash=sha256:48a7880bc8d684231e78f11fb85cd78ce7a9b4121b9376f338f6589b5fccee98 \
-    --hash=sha256:a0a53edc7615156d6841adbd401831520573dc8393dea9fa6971af09bc864f16 \
-    --hash=sha256:e826586b9f623c4a4e3fd9457ad23a538adc917f16519d4ecdebab9ced3086aa \
-    --hash=sha256:f15c2d2e512b3ad699f22df289e7d834b6e85c804905f1431aaa98c223e1560e
-    # via chattr
-portalocker==3.2.0 \
-    --hash=sha256:1f3002956a54a8c3730586c5c77bf18fae4149e07eaf1c29fc3faf4d5a3f89ac \
-    --hash=sha256:3cdc5f565312224bc570c49337bd21428bba0ef363bbcf58b9ef4a9f11779968
-    # via qdrant-client
-posthog==7.6.0 \
-    --hash=sha256:941dfd278ee427c9b14640f09b35b5bb52a71bdf028d7dbb7307e1838fd3002e \
-    --hash=sha256:c4dd78cf77c4fecceb965f86066e5ac37886ef867d68ffe75a1db5d681d7d9ad
-    # via mem0ai
-primp==0.15.0 \
-    --hash=sha256:1af8ea4b15f57571ff7fc5e282a82c5eb69bc695e19b8ddeeda324397965b30a \
-    --hash=sha256:1b281f4ca41a0c6612d4c6e68b96e28acfe786d226a427cd944baa8d7acd644f \
-    --hash=sha256:489cbab55cd793ceb8f90bb7423c6ea64ebb53208ffcf7a044138e3c66d77299 \
-    --hash=sha256:592f6079646bdf5abbbfc3b0a28dac8de943f8907a250ce09398cda5eaebd260 \
-    --hash=sha256:5a728e5a05f37db6189eb413d22c78bd143fa59dd6a8a26dacd43332b3971fe8 \
-    --hash=sha256:6b84a6ffa083e34668ff0037221d399c24d939b5629cd38223af860de9e17a83 \
-    --hash=sha256:aeb6bd20b06dfc92cfe4436939c18de88a58c640752cf7f30d9e4ae893cdec32 \
-    --hash=sha256:c18b45c23f94016215f62d2334552224236217aaeb716871ce0e4dcfa08eb161 \
-    --hash=sha256:e985a9cba2e3f96a323722e5440aa9eccaac3178e74b884778e926b5249df080
-    # via ddgs
-protobuf==5.29.5 \
-    --hash=sha256:3f1c6468a2cfd102ff4703976138844f78ebd1fb45f49011afc5139e9e283079 \
-    --hash=sha256:3f76e3a3675b4a4d867b52e4a5f5b78a2ef9565549d4037e06cf7b0942b1d3fc \
-    --hash=sha256:63848923da3325e1bf7e9003d680ce6e14b07e55d0473253a690c3a8b8fd6e61 \
-    --hash=sha256:6cf42630262c59b2d8de33954443d94b746c952b01434fc58a417fdbd2e84bd5 \
-    --hash=sha256:bc1463bafd4b0929216c35f437a8e28731a2b7fe3d98bb77a600efced5a15c84 \
-    --hash=sha256:e38c5add5a311f2a6eb0340716ef9b039c1dfa428b28f25a7838ac329204a671 \
-    --hash=sha256:fa18533a299d7ab6c55a238bf8629311439995f2e7eca5caaff08663606e9015
-    # via
-    #   mem0ai
-    #   onnxruntime
-    #   qdrant-client
-py-rust-stemmers==0.1.5 \
-    --hash=sha256:191ea8bf922c984631ffa20bf02ef0ad7eec0465baeaed3852779e8f97c7e7a3 \
-    --hash=sha256:1f9efc4da5e734bdd00612e7506de3d0c9b7abc4b89d192742a0569d0d1fe749 \
-    --hash=sha256:35d32f6e7bdf6fd90e981765e32293a8be74def807147dea9fdc1f65d6ce382f \
-    --hash=sha256:398b3a843a9cd4c5d09e726246bc36f66b3d05b0a937996814e91f47708f5db5 \
-    --hash=sha256:4e308fc7687901f0c73603203869908f3156fa9c17c4ba010a7fcc98a7a1c5f2 \
-    --hash=sha256:5845709d48afc8b29e248f42f92431155a3d8df9ba30418301c49c6072b181b0 \
-    --hash=sha256:a231dc6f0b2a5f12a080dfc7abd9e6a4ea0909290b10fd0a4620e5a0f52c3d17 \
-    --hash=sha256:cc2cc8d2b36bc05b8b06506199ac63d437360ae38caefd98cd19e479d35afd42 \
-    --hash=sha256:e48bfd5e3ce9d223bfb9e634dc1425cf93ee57eef6f56aa9a7120ada3990d4be \
-    --hash=sha256:e564c9efdbe7621704e222b53bac265b0e4fbea788f07c814094f0ec6b80adcf \
-    --hash=sha256:e9c310cfb5c2470d7c7c8a0484725965e7cab8b1237e106a0863d5741da3e1f7
-    # via fastembed
-pyasn1==0.6.2 \
-    --hash=sha256:1eb26d860996a18e9b6ed05e7aae0e9fc21619fcee6af91cca9bad4fbea224bf \
-    --hash=sha256:9b59a2b25ba7e4f8197db7686c09fb33e658b98339fadb826e9512629017833b
-    # via
-    #   pyasn1-modules
-    #   rsa
-pyasn1-modules==0.4.2 \
-    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
-    --hash=sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6
-    # via google-auth
-pycparser==3.0 ; implementation_name != 'PyPy' \
-    --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
-    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
-    # via cffi
-pydantic==2.12.5 \
-    --hash=sha256:4d351024c75c0f085a9febbb665ce8c0c6ec5d30e903bdb6394b7ede26aebb49 \
-    --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
-    # via
-    #   agno
-    #   fastapi
-    #   google-genai
-    #   gradio
-    #   mcp
-    #   mem0ai
-    #   openai
-    #   poml
-    #   pydantic-settings
-    #   qdrant-client
-pydantic-core==2.41.5 \
-    --hash=sha256:01a3d0ab748ee531f4ea6c3e48ad9dac84ddba4b0d82291f87248f2f9de8d740 \
-    --hash=sha256:03ca43e12fab6023fc79d28ca6b39b05f794ad08ec2feccc59a339b02f2b3d33 \
-    --hash=sha256:08daa51ea16ad373ffd5e7606252cc32f07bc72b28284b6bc9c6df804816476e \
-    --hash=sha256:0cbaad15cb0c90aa221d43c00e77bb33c93e8d36e0bf74760cd00e732d10a6a0 \
-    --hash=sha256:112e305c3314f40c93998e567879e887a3160bb8689ef3d2c04b6cc62c33ac34 \
-    --hash=sha256:3f84d5c1b4ab906093bdc1ff10484838aca54ef08de4afa9de0f5f14d69639cd \
-    --hash=sha256:406bf18d345822d6c21366031003612b9c77b3e29ffdb0f612367352aab7d586 \
-    --hash=sha256:650ae77860b45cfa6e2cdafc42618ceafab3a2d9a3811fcfbd3bbf8ac3c40d36 \
-    --hash=sha256:6561e94ba9dacc9c61bce40e2d6bdc3bfaa0259d3ff36ace3b1e6901936d2e3e \
-    --hash=sha256:79ec52ec461e99e13791ec6508c722742ad745571f234ea6255bed38c6480f11 \
-    --hash=sha256:915c3d10f81bec3a74fbd4faebe8391013ba61e5a1a8d48c4455b923bdda7858 \
-    --hash=sha256:941103c9be18ac8daf7b7adca8228f8ed6bb7a1849020f643b3a14d15b1924d9 \
-    --hash=sha256:97aeba56665b4c3235a0e52b2c2f5ae9cd071b8a8310ad27bddb3f7fb30e9aa2 \
-    --hash=sha256:b93590ae81f7010dbe380cdeab6f515902ebcbefe0b9327cc4804d74e93ae69d \
-    --hash=sha256:dc799088c08fa04e43144b164feb0c13f9a0bc40503f8df3e9fde58a3c0c101e
-    # via pydantic
-pydantic-settings==2.12.0 \
-    --hash=sha256:005538ef951e3c2a68e1c08b292b5f2e71490def8589d4221b95dab00dafcfd0 \
-    --hash=sha256:fddb9fd99a5b18da837b29710391e945b1e30c135477f484084ee513adb93809
-    # via
-    #   agno
-    #   mcp
-pydub==0.25.1 \
-    --hash=sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6 \
-    --hash=sha256:980a33ce9949cab2a569606b65674d748ecbca4f0796887fd6f46173a7b0d30f
-    # via gradio
-pygments==2.19.2 \
-    --hash=sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887 \
-    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
-    # via rich
-pyjwt==2.10.1 \
-    --hash=sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953 \
-    --hash=sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb
-    # via mcp
-pyreadline3==3.5.4 ; sys_platform == 'win32' \
-    --hash=sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7 \
-    --hash=sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6
-    # via humanfriendly
-python-dateutil==2.9.0.post0 \
-    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-    # via
-    #   pandas
-    #   posthog
-python-dotenv==1.2.1 \
-    --hash=sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6 \
-    --hash=sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61
-    # via
-    #   agno
-    #   pydantic-settings
-python-multipart==0.0.22 \
-    --hash=sha256:2b2cd894c83d21bf49d702499531c7bafd057d730c201782048f7945d82de155 \
-    --hash=sha256:7340bef99a7e0032613f56dc36027b959fd3b30a787ed62d310e951f7c3a3a58
-    # via
-    #   agno
-    #   gradio
-    #   mcp
-pytz==2025.2 \
-    --hash=sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3 \
-    --hash=sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00
-    # via
-    #   gradio
-    #   mem0ai
-    #   pandas
-pywin32==311 ; sys_platform == 'win32' \
-    --hash=sha256:718a38f7e5b058e76aee1c56ddd06908116d35147e133427e59a3983f703a20d \
-    --hash=sha256:7b4075d959648406202d92a2310cb990fea19b535c7f4a78d3f5e10b926eeb8a \
-    --hash=sha256:f95ba5a847cba10dd8c4d8fefa9f2a6cf283b8b88ed6178fa8a6c1ab16054d0d
-    # via
-    #   mcp
-    #   portalocker
-pyyaml==6.0.3 \
-    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
-    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
-    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
-    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
-    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
-    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
-    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
-    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
-    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
-    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
-    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6
-    # via
-    #   agno
-    #   gradio
-    #   huggingface-hub
-qdrant-client==1.16.2 \
-    --hash=sha256:442c7ef32ae0f005e88b5d3c0783c63d4912b97ae756eb5e052523be682f17d3 \
-    --hash=sha256:ca4ef5f9be7b5eadeec89a085d96d5c723585a391eb8b2be8192919ab63185f0
-    # via
-    #   agno
-    #   mem0ai
-referencing==0.37.0 \
-    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
-    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
-    # via
-    #   jsonschema
-    #   jsonschema-specifications
-requests==2.32.5 \
-    --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6 \
-    --hash=sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf
-    # via
-    #   fastembed
-    #   google-auth
-    #   google-genai
-    #   posthog
-rich==14.3.1 \
-    --hash=sha256:b8c5f568a3a749f9290ec6bddedf835cec33696bfc1e48bcfecb276c7386e4b8 \
-    --hash=sha256:da750b1aebbff0b372557426fb3f35ba56de8ef954b3190315eb64076d6fb54e
-    # via
-    #   agno
-    #   chattr
-    #   typer
-rpds-py==0.30.0 \
-    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
-    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
-    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
-    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
-    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
-    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
-    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
-    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
-    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
-    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
-    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
-    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
-    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
-    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
-    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
-    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
-    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
-    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
-    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
-    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
-    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
-    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
-    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
-    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
-    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
-    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
-    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
-    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
-    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
-    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2
-    # via
-    #   jsonschema
-    #   referencing
-rsa==4.9.1 \
-    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762 \
-    --hash=sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75
-    # via google-auth
-safehttpx==0.1.7 \
-    --hash=sha256:c4f4a162db6993464d7ca3d7cc4af0ffc6515a606dfd220b9f82c6945d869cde \
-    --hash=sha256:db201c0978c41eddb8bb480f3eee59dd67304fdd91646035e9d9a720049a9d23
-    # via gradio
-semantic-version==2.10.0 \
-    --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
-    --hash=sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177
-    # via gradio
-shellingham==1.5.4 \
-    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
-    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
-    # via
-    #   huggingface-hub
-    #   typer
-six==1.17.0 \
-    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
-    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
-    # via
-    #   posthog
-    #   python-dateutil
-smmap==5.0.2 \
-    --hash=sha256:26ea65a03958fa0c8a1c7e8c7a58fdc77221b8910f6be2131affade476898ad5 \
-    --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
-    # via gitdb
-sniffio==1.3.1 \
-    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
-    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
-    # via
-    #   google-genai
-    #   openai
-socksio==1.0.0 \
-    --hash=sha256:95dc1f15f9b34e8d7b16f06d74b8ccf48f609af32ab33c608d08761c5dcbb1f3 \
-    --hash=sha256:f88beb3da5b5c38b9890469de67d0cb0f9d494b78b106ca1845f96c10b91c4ac
-    # via httpx
-sqlalchemy==2.0.46 \
-    --hash=sha256:64901e08c33462acc9ec3bad27fc7a5c2b6491665f2aa57564e57a4f5d7c52ad \
-    --hash=sha256:77f8071d8fbcbb2dd11b7fd40dedd04e8ebe2eb80497916efedba844298065ef \
-    --hash=sha256:8d3b44b3d0ab2f1319d71d9863d76eeb46766f8cf9e921ac293511804d39813f \
-    --hash=sha256:8d679b5f318423eacb61f933a9a0f75535bfca7056daeadbf6bd5bcee6183aee \
-    --hash=sha256:93a12da97cca70cea10d4b4fc602589c4511f96c1f8f6c11817620c021d21d00 \
-    --hash=sha256:96c7cca1a4babaaf3bfff3e4e606e38578856917e52f0384635a95b226c87764 \
-    --hash=sha256:a1e8cc6cc01da346dc92d9509a63033b9b1bda4fed7a7a7807ed385c7dccdc10 \
-    --hash=sha256:af865c18752d416798dae13f83f38927c52f085c52e2f32b8ab0fef46fdd02c2 \
-    --hash=sha256:b2a9f9aee38039cf4755891a1e50e1effcc42ea6ba053743f452c372c3152b1b \
-    --hash=sha256:cf36851ee7219c170bb0793dbc3da3e80c582e04a5437bc601bfe8c85c9216d7 \
-    --hash=sha256:db23b1bf8cfe1f7fda19018e7207b20cdb5168f83c437ff7e95d19e39289c447 \
-    --hash=sha256:e8ac45e8f4eaac0f9f8043ea0e224158855c6a4329fd4ee37c45c61e3beb518e \
-    --hash=sha256:f9c11766e7e7c0a2767dda5acb006a118640c9fc0a4104214b96269bfb78399e
-    # via mem0ai
-sse-starlette==3.2.0 \
-    --hash=sha256:5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf \
-    --hash=sha256:8127594edfb51abe44eac9c49e59b0b01f1039d0c7461c6fd91d4e03b70da422
-    # via mcp
-starlette==0.50.0 \
-    --hash=sha256:9e5391843ec9b6e472eed1365a78c8098cfceb7a74bfd4d6b1c0c0095efb3bca \
-    --hash=sha256:a2a17b22203254bcbc2e1f926d2d55f3f9497f769416b3190768befe598fa3ca
-    # via
-    #   fastapi
-    #   gradio
-    #   mcp
-    #   sse-starlette
-sympy==1.14.0 \
-    --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \
-    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
-    # via onnxruntime
-tenacity==9.1.2 \
-    --hash=sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb \
-    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
-    # via google-genai
-tokenizers==0.22.2 \
-    --hash=sha256:1c774b1276f71e1ef716e5486f21e76333464f47bece56bbd554485982a9e03e \
-    --hash=sha256:1e418a55456beedca4621dbab65a318981467a2b188e982a23e117f115ce5001 \
-    --hash=sha256:2249487018adec45d6e3554c71d46eb39fa8ea67156c640f7513eb26f318cec7 \
-    --hash=sha256:25b85325d0815e86e0bac263506dd114578953b7b53d7de09a6485e4a160a7dd \
-    --hash=sha256:29c30b83d8dcd061078b05ae0cb94d3c710555fbb44861139f9f83dcca3dc3e4 \
-    --hash=sha256:369cc9fc8cc10cb24143873a0d95438bb8ee257bb80c71989e3ee290e8d72c67 \
-    --hash=sha256:37ae80a28c1d3265bb1f22464c856bd23c02a05bb211e56d0c5301a435be6c1a \
-    --hash=sha256:38337540fbbddff8e999d59970f3c6f35a82de10053206a7562f1ea02d046fa5 \
-    --hash=sha256:473b83b915e547aa366d1eee11806deaf419e17be16310ac0a14077f1e28f917 \
-    --hash=sha256:544dd704ae7238755d790de45ba8da072e9af3eea688f698b137915ae959281c \
-    --hash=sha256:791135ee325f2336f498590eb2f11dc5c295232f288e75c99a36c5dbce63088a \
-    --hash=sha256:9ce725d22864a1e965217204946f830c37876eee3b2ba6fc6255e8e903d5fcbc \
-    --hash=sha256:a6bf3f88c554a2b653af81f3204491c818ae2ac6fbc09e76ef4773351292bc92 \
-    --hash=sha256:bfb88f22a209ff7b40a576d5324bf8286b519d7358663db21d6246fb17eea2d5 \
-    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48 \
-    --hash=sha256:df6c4265b289083bf710dff49bc51ef252f9d5be33a45ee2bed151114a56207b
-    # via fastembed
-tomlkit==0.13.3 \
-    --hash=sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1 \
-    --hash=sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0
-    # via gradio
-tqdm==4.67.1 \
-    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2 \
-    --hash=sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2
-    # via
-    #   fastembed
-    #   huggingface-hub
-    #   openai
-typer==0.21.1 \
-    --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01 \
-    --hash=sha256:ea835607cd752343b6b2b7ce676893e5a0324082268b48f27aa058bdb7d2145d
-    # via
-    #   agno
-    #   gradio
-typer-slim==0.21.1 \
-    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d \
-    --hash=sha256:73495dd08c2d0940d611c5a8c04e91c2a0a98600cbd4ee19192255a233b6dbfd
-    # via huggingface-hub
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
-    # via
-    #   agno
-    #   fastapi
-    #   google-genai
-    #   gradio
-    #   gradio-client
-    #   grpcio
-    #   huggingface-hub
-    #   mcp
-    #   openai
-    #   posthog
-    #   pydantic
-    #   pydantic-core
-    #   sqlalchemy
-    #   typer
-    #   typer-slim
-    #   typing-inspection
-typing-inspection==0.4.2 \
-    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
-    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
-    # via
-    #   mcp
-    #   pydantic
-    #   pydantic-settings
-tzdata==2025.3 \
-    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1 \
-    --hash=sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7
-    # via pandas
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
-    # via
-    #   qdrant-client
-    #   requests
-uvicorn==0.40.0 \
-    --hash=sha256:839676675e87e73694518b5574fd0f24c9d97b46bea16df7b8c05ea1a51071ea \
-    --hash=sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
-    # via
-    #   gradio
-    #   mcp
-websockets==15.0.1 \
-    --hash=sha256:0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8 \
-    --hash=sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375 \
-    --hash=sha256:3c714d2fc58b5ca3e285461a4cc0c9a66bd0e24c5da9911e30158286c9b5be7f \
-    --hash=sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4 \
-    --hash=sha256:595b6c3969023ecf9041b2936ac3827e4623bfa3ccf007575f04c5a6aa318c22 \
-    --hash=sha256:5a939de6b7b4e18ca683218320fc67ea886038265fd1ed30173f5ce3f8e85675 \
-    --hash=sha256:746ee8dba912cd6fc889a8147168991d50ed70447bf18bcda7039f7d2e3d9151 \
-    --hash=sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d \
-    --hash=sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee \
-    --hash=sha256:ba9e56e8ceeeedb2e080147ba85ffcd5cd0711b89576b83784d8605a7df455fa \
-    --hash=sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561 \
-    --hash=sha256:ee443ef070bb3b6ed74514f5efaa37a252af57c90eb33b956d35c8e9c10a1931 \
-    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
-    # via google-genai
-win32-setctime==1.2.0 ; sys_platform == 'win32' \
-    --hash=sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390 \
-    --hash=sha256:ae1fdf948f5640aae05c511ade119313fb6a30d7eabe25fef9764dca5873c4c0
-    # via loguru

src/chattr/__init__.py

@@ -1,8 +1,5 @@
-from warnings import filterwarnings
+"""A module for configuring and initializing."""
 
-from rich.console import Console
+from warnings import filterwarnings
 
 filterwarnings("ignore", category=DeprecationWarning)
-
-console = Console()
-APP_NAME: str = __package__

src/chattr/__main__.py

@@ -1,21 +1,14 @@
-from typing import TYPE_CHECKING
-
-from chattr.app.runner import app
-
-if TYPE_CHECKING:
-    from gradio import Blocks
+from chattr.app.app import App
+from chattr.app.settings import Settings
 
 
 def main() -> None:
-    """Launch the Gradio Multi-agent system app."""
-    application: Blocks = app.gui()
-    application.queue(api_open=True)
-    application.launch(
-        debug=True,
-        enable_monitoring=True,
-        show_error=True,
-        pwa=True,
-    )
+    """Launch the app."""
+    settings = Settings()
+    application = App(settings)
+    gradio_application = application.gradio_app()
+    gradio_application.queue(api_open=True)
+    gradio_application.launch(debug=True, enable_monitoring=True, show_error=True, pwa=True)
 
 
 if __name__ == "__main__":

src/chattr/agent/agent.py

@@ -0,0 +1,53 @@
+"""Main orchestration graph for the Chattr application."""
+
+from typing import NamedTuple
+
+from agno.agent import Agent
+from agno.db import BaseDb
+from agno.guardrails import PromptInjectionGuardrail
+from agno.knowledge import Knowledge
+from agno.models.openai import OpenAILike
+from agno.tools.mcp import MultiMCPTools
+
+
+class AgentConfiguration(NamedTuple):
+    """Configuration class for the Chattr agent."""
+
+    model: OpenAILike
+    tools: list[MultiMCPTools] | None
+    description: str
+    instructions: list[str]
+    db: BaseDb
+    knowledge: Knowledge
+    timezone: str
+    debug_mode: bool
+
+
+async def setup_agent(agent_config: AgentConfiguration) -> Agent:
+    """
+    Initialize the Chattr agent.
+
+    Args:
+        agent_config (AgentConfiguration): Agent configuration.
+
+    Returns:
+        Agent: The Chattr agent.
+    """
+    return Agent(
+        model=agent_config.model,
+        tools=agent_config.tools,
+        description=agent_config.description,
+        instructions=agent_config.instructions,
+        db=agent_config.db,
+        knowledge=agent_config.knowledge,
+        markdown=True,
+        add_datetime_to_context=True,
+        timezone_identifier=agent_config.timezone,
+        pre_hooks=[PromptInjectionGuardrail()],
+        debug_mode=agent_config.debug_mode,
+        save_response_to_file="agno/response.txt",
+        add_history_to_context=True,
+        add_memories_to_context=True,
+        enable_agentic_state=True,
+        cache_session=True,
+    )

src/chattr/agent/database.py

@@ -0,0 +1,13 @@
+"""A module for Initializing the database for Chattr agent."""
+
+from agno.db.json import JsonDb
+
+
+def setup_database() -> JsonDb:
+    """
+    Initialize the database for Chattr agent.
+
+    Returns:
+        JsonDb: The database for Chattr agent.
+    """
+    return JsonDb(db_path="agno")

src/chattr/agent/description.py

@@ -0,0 +1,16 @@
+from textwrap import dedent
+
+from chattr.app.exceptions import CharacterNameMissingError
+
+
+def setup_description(character: str | None) -> str:
+    """Set up the description for the agent."""
+    if not character:
+        raise CharacterNameMissingError
+    return dedent(
+        f"""
+        You are a helpful assistant
+        who can act and mimic {character}'s character
+        and answer questions about the era.
+        """,
+    )

src/chattr/agent/instructions.py

@@ -0,0 +1,26 @@
+from agno.tools.mcp import MultiMCPTools
+
+from chattr.app.exceptions import CharacterNameMissingError
+
+
+def setup_instructions(character: str | None, tools: list[MultiMCPTools | None]) -> list[str]:
+    """Return a list of instructions to mimic a given character."""
+    if not character:
+        raise CharacterNameMissingError
+    instructions: list[str] = [
+        "Understand the user's question and context.",
+        "Gather relevant information and resources.",
+        f"Formulate a clear and concise response in {character}'s voice.",
+    ]
+    for tool in tools:
+        if isinstance(tool, MultiMCPTools):
+            for key in tool.functions:
+                if tool.functions[key].name == "generate_audio_for_text":
+                    instructions.append(
+                        "Generate audio from the formulated response using the appropriate Tool.",
+                    )
+                if tool.functions[key].name == "generate_video_mcp":
+                    instructions.append(
+                        "Generate video from the resulted audio using the appropriate Tool.",
+                    )
+    return instructions

src/chattr/agent/knowledge.py

@@ -0,0 +1,8 @@
+from agno.db import BaseDb
+from agno.knowledge.knowledge import Knowledge
+from agno.vectordb.qdrant import Qdrant
+
+
+def setup_knowledge(vector_db: Qdrant, db: BaseDb) -> Knowledge:
+    """Set up the knowledge for the agent."""
+    return Knowledge(vector_db=vector_db, contents_db=db)

src/chattr/agent/model.py

@@ -0,0 +1,37 @@
+from agno.models.openai.like import OpenAILike
+from agno.utils.log import log_info
+
+from chattr.app.settings import ModelSettings
+from chattr.app.utils import is_url
+
+
+def setup_model(model: ModelSettings) -> OpenAILike:
+    """
+    Initialize the OpenAILike language model using the provided settings.
+
+    This method creates and returns an OpenAILike instance configured with
+    the model's URL, name, API key, and temperature.
+
+    Returns:
+        OpenAILike: The initialized OpenAILike language model instance.
+    """
+    if not model.url:
+        _msg = "Model URL is missing. Set it with `MODEL__URL`"
+        raise ValueError(_msg)
+    if not is_url(model.url.encoded_string()):
+        _msg = "Model URL is invalid. Set it with `MODEL__URL`"
+        raise ValueError(_msg)
+    if not model.name:
+        _msg = "Model name is missing. Set it with `MODEL__NAME`"
+        raise ValueError(_msg)
+    if not model.api_key:
+        _msg = "API key is missing. Set it with `MODEL__API_KEY`"
+        raise ValueError(_msg)
+    log_info("Initializing OpenAILike language model")
+    return OpenAILike(
+        base_url=model.url.encoded_string(),
+        id=model.name,
+        api_key=model.api_key.get_secret_value(),
+        temperature=model.temperature,
+        cache_response=model.cache_response,
+    )

src/chattr/agent/tools.py

@@ -0,0 +1,37 @@
+from json import loads
+
+from agno.tools.mcp import MultiMCPTools
+from agno.utils.log import log_info, log_warning
+
+from chattr.app.settings import MCPSettings
+
+
+async def setup_mcp_tools(mcp: MCPSettings) -> MultiMCPTools | None:
+    """Return and setup MCP tools connection."""
+    if not mcp.path.exists():
+        log_warning("MCP config file not found.")
+        return None
+    mcp_servers: list[dict] = loads(mcp.path.read_text()).get("mcp_servers", [])
+    url_servers: list[dict] = [m for m in mcp_servers if m.get("type") == "url"]
+    if not url_servers:
+        log_info("No Remote MCP servers found.")
+        return None
+    mcp_tools = MultiMCPTools(
+        urls=[m["url"] for m in url_servers],
+        urls_transports=[m["transport"] for m in url_servers],
+        allow_partial_failure=True,
+    )
+    log_info(f"MCP servers: {len(mcp_tools.tools)}")
+    if not mcp_tools.tools or len(mcp_tools.tools) == 0:
+        log_info("No MCP servers available.")
+        return None
+    await mcp_tools.connect()
+    return mcp_tools
+
+
+async def close_mcp_tools(mcp_tools: MultiMCPTools | None) -> None:
+    """Close the MCP tools connection."""
+    log_info("Closing MCP tools...")
+    if not mcp_tools:
+        return
+    await mcp_tools.close()

src/chattr/agent/vector_database.py

@@ -0,0 +1,20 @@
+from agno.utils.log import log_info
+from agno.vectordb.qdrant import Qdrant
+
+from chattr.app.settings import VectorDatabaseSettings
+
+
+def setup_vector_database(vectordb: VectorDatabaseSettings) -> Qdrant:
+    """
+    Initialize a vector database connection.
+
+    Args:
+        vectordb (VectorDatabaseSettings): The settings required for
+                                           connecting to the vector database.
+
+    Returns:
+        Qdrant: An instance of Qdrant configured with the specified vector database
+                settings.
+    """
+    log_info("Setting up vector database.")
+    return Qdrant(collection=vectordb.name, url=vectordb.url.host, port=vectordb.url.port)

src/chattr/app/app.py

@@ -0,0 +1,215 @@
+from collections.abc import AsyncGenerator
+from json import dumps
+from typing import TYPE_CHECKING
+
+from agno.agent import Agent, RunContentEvent, ToolCallCompletedEvent, ToolCallStartedEvent
+from agno.models.message import Message
+from agno.models.metrics import Metrics
+from agno.models.response import ToolExecution
+from agno.utils.log import configure_agno_logging, log_error, log_warning
+from gradio import Audio, Blocks, ChatInterface, ChatMessage, Error, Video
+from gradio.components.chatbot import MetadataDict
+from qdrant_client.http.exceptions import ResponseHandlingException
+
+from chattr.agent.agent import AgentConfiguration, setup_agent
+from chattr.agent.database import setup_database
+from chattr.agent.description import setup_description
+from chattr.agent.instructions import setup_instructions
+from chattr.agent.knowledge import setup_knowledge
+from chattr.agent.model import setup_model
+from chattr.agent.tools import close_mcp_tools, setup_mcp_tools
+from chattr.agent.vector_database import setup_vector_database
+from chattr.app.logger import setup_logger
+from chattr.app.settings import Settings
+
+if TYPE_CHECKING:
+    from logging import Logger
+
+    from agno.db.json import JsonDb
+    from agno.knowledge import Knowledge
+    from agno.models.openai import OpenAILike
+    from agno.tools.mcp import MultiMCPTools
+    from agno.vectordb.qdrant import Qdrant
+
+
+class App:
+    """Main application class for the Chattr Multi-agent system app."""
+
+    def __init__(self, settings: Settings) -> None:
+        """Initialize the Chattr app."""
+        self.settings = settings
+        logger: Logger = setup_logger(self.settings.log)
+        configure_agno_logging(custom_default_logger=logger)
+
+    def gradio_app(self) -> Blocks:
+        """Create and return the main Gradio Blocks interface for the Chattr app."""
+        return ChatInterface(
+            fn=self.generate_response,
+            save_history=True,
+            title="Chattr",
+            show_progress="full",
+        )
+
+    def _response_at_run_content_event(
+        self,
+        history: list[ChatMessage | Audio | Video],
+        response: RunContentEvent,
+    ) -> list[ChatMessage | Audio | Video]:
+        """Handle the response run content event."""
+        if not isinstance(response, RunContentEvent):
+            _msg = "Expected RunContentEvent"
+            raise TypeError(_msg)
+        history.append(ChatMessage(role="assistant", content=str(response.content)))
+        return history
+
+    def _response_at_tool_call_started_event(
+        self,
+        history: list[ChatMessage | Audio | Video],
+        response: ToolCallStartedEvent,
+    ) -> list[ChatMessage | Audio | Video]:
+        """Handle the response tool call started event."""
+        if not isinstance(response.tool, ToolExecution):
+            _msg = "ToolExecution expected"
+            log_error(_msg)
+            raise TypeError(_msg)
+        history.append(
+            ChatMessage(
+                role="assistant",
+                content=dumps(response.tool.tool_args, indent=4),
+                metadata=MetadataDict(
+                    title=str(response.tool.tool_name),
+                    id=str(response.tool.tool_call_id),
+                    duration=response.tool.created_at,
+                ),
+            ),
+        )
+        return history
+
+    def _response_at_tool_call_completed_event(
+        self,
+        history: list[ChatMessage | Audio | Video],
+        response: ToolCallCompletedEvent,
+    ) -> list[ChatMessage | Audio | Video]:
+        """Handle the response tool call completed event."""
+        if not isinstance(response.tool, ToolExecution):
+            _msg = "ToolExecution expected"
+            log_error(_msg)
+            raise TypeError(_msg)
+        if response.tool.tool_call_error:
+            if not isinstance(response.tool.metrics, Metrics):
+                _msg = "Metrics expected"
+                log_error(_msg)
+                raise TypeError(_msg)
+            history.append(
+                ChatMessage(
+                    role="assistant",
+                    content=dumps(response.tool.tool_args, indent=4),
+                    metadata=MetadataDict(
+                        title=str(response.tool.tool_name),
+                        id=str(response.tool.tool_call_id),
+                        log="Tool Call Failed",
+                        duration=float(str(response.tool.metrics.duration)),
+                    ),
+                ),
+            )
+        else:
+            if not isinstance(response.tool.metrics, Metrics):
+                _msg = "Metrics expected"
+                log_error(_msg)
+                raise TypeError(_msg)
+            history.append(
+                ChatMessage(
+                    role="assistant",
+                    content=dumps(response.tool.tool_args, indent=4),
+                    metadata=MetadataDict(
+                        title=str(response.tool.tool_name),
+                        id=str(response.tool.tool_call_id),
+                        log="Tool Call Succeeded",
+                        duration=float(str(response.tool.metrics.duration)),
+                    ),
+                ),
+            )
+            if response.tool.tool_name == "generate_audio_for_text":
+                history.append(Audio(response.tool.result, autoplay=True))
+            elif response.tool.tool_name == "generate_video_mcp":
+                history.append(Video(response.tool.result, autoplay=True))
+            else:
+                _msg = f"Unknown tool name: {response.tool.tool_name}"
+                log_error(_msg)
+                raise Error(_msg, print_exception=self.settings.debug)
+        return history
+
+    async def generate_response(
+        self,
+        message: str,
+        history: list[ChatMessage | Audio | Video],
+    ) -> AsyncGenerator[list[ChatMessage | Audio | Video]]:
+        """
+        Generate a response to a user message and update the conversation history.
+
+        This asynchronous method streams responses from the state graph and
+        yields updated history and audio file paths as needed.
+
+        Args:
+            message: The user's input message as a string.
+            history: The conversation history as a list of ChatMessage, Audio, or Video objects.
+
+        Returns:
+            AsyncGenerator: Yields a list of the updated history containing
+                            ChatMessage, Audio, and Video objects if it existed.
+        """
+        try:
+            _tools: list[MultiMCPTools] | None = None
+            tools: MultiMCPTools | None = await setup_mcp_tools(self.settings.mcp)
+            model: OpenAILike = setup_model(self.settings.model)
+            db: JsonDb = setup_database()
+            vectordb: Qdrant = setup_vector_database(self.settings.vector_database)
+            knowledge: Knowledge = setup_knowledge(vectordb, db)
+            description: str = setup_description(self.settings.character.name)
+            instructions: list[str] = setup_instructions(self.settings.character.name, [tools])
+            if not tools or len(tools.tools) == 0:
+                _msg = "No tools found"
+                log_warning(_msg)
+            else:
+                _tools = [tools]
+            agent: Agent = await setup_agent(
+                AgentConfiguration(
+                    model=model,
+                    tools=_tools,
+                    description=description,
+                    instructions=instructions,
+                    db=db,
+                    knowledge=knowledge,
+                    timezone=self.settings.timezone,
+                    debug_mode=self.settings.debug,
+                ),
+            )
+            async for response in agent.arun(
+                Message(content=message, role="user"),
+                stream=True,
+                stream_events=True,
+            ):
+                # pprint(response)
+                if isinstance(response, RunContentEvent):
+                    history = self._response_at_run_content_event(history, response)
+                elif isinstance(response, ToolCallStartedEvent):
+                    history = self._response_at_tool_call_started_event(history, response)
+                elif isinstance(response, ToolCallCompletedEvent):
+                    history = self._response_at_tool_call_completed_event(history, response)
+                print(f"---------- {history}")
+                yield history
+            await close_mcp_tools(tools)
+        except (StopAsyncIteration, StopIteration) as e:
+            log_error(f"Iteration stopped. {e}")
+        except ResponseHandlingException as e:
+            log_error(f"Vector database is not reachable. {e}")
+        except RuntimeError as e:
+            log_error(f"Runtime error. {e}")
+        except ValueError as e:
+            log_error(f"Value error. {e}")
+        except TypeError as e:
+            log_error(f"Type error. {e}")
+        except Exception as e:
+            log_error(f"Unexpected error. {e}")
+        finally:
+            yield history

src/chattr/app/builder.py

@@ -1,323 +0,0 @@
-"""Main orchestration graph for the Chattr application."""
-
-from collections.abc import AsyncGenerator
-from json import dumps, loads
-from pathlib import Path
-
-from agno.agent import (
-    Agent,
-    RunContentEvent,
-    ToolCallCompletedEvent,
-    ToolCallStartedEvent,
-)
-from agno.db import BaseDb
-from agno.db.json import JsonDb
-from agno.guardrails import PIIDetectionGuardrail, PromptInjectionGuardrail
-from agno.knowledge.knowledge import Knowledge
-from agno.models.message import Message
-from agno.models.openai.like import OpenAILike
-from agno.tools import Toolkit
-from agno.tools.mcp import MultiMCPTools
-from agno.vectordb.qdrant import Qdrant
-from gradio import (
-    Audio,
-    Blocks,
-    ChatInterface,
-    ChatMessage,
-    Error,
-    Video,
-)
-from gradio.components.chatbot import MetadataDict
-from m3u8 import M3U8, load
-from poml import poml
-from pydantic import HttpUrl, ValidationError
-from requests import Session
-from rich.pretty import pprint
-
-from chattr.app.settings import Settings, logger
-
-
-class App:
-    """Main application class for the Chattr Multi-agent system app."""
-
-    def __init__(self, settings: Settings) -> None:
-        self.settings = settings
-
-    async def _setup_agent(self) -> Agent:
-        return Agent(
-            model=self._setup_model(),
-            tools=await self._setup_tools(),
-            description="You are a helpful assistant who can act and mimic Napoleon's character and answer questions about the era.",
-            instructions=[
-                "Understand the user's question and context.",
-                "Gather relevant information and resources.",
-                "Formulate a clear and concise response in Napoleon's voice.",
-                "ALWAYS generate audio from the formulated response using the appropriate Tool.",
-                "Generate video from the resulted audio using the appropriate Tool.",
-            ],
-            db=self._setup_database(),
-            knowledge=self._setup_knowledge(
-                self._setup_vector_database(),
-                self._setup_database(),
-            ),
-            markdown=True,
-            add_datetime_to_context=True,
-            timezone_identifier="Africa/Cairo",
-            pre_hooks=[PIIDetectionGuardrail(), PromptInjectionGuardrail()],
-            debug_mode=True,
-            save_response_to_file="agno/response.txt",
-            add_history_to_context=True,
-            add_memories_to_context=True,
-        )
-
-    async def _setup_tools(self) -> list[Toolkit]:
-        mcp_servers: list[dict] = loads(self.settings.mcp.path.read_text()).get(
-            "mcp_servers",
-            [],
-        )
-        url_servers = [m for m in mcp_servers if m.get("type") == "url"]
-        self.mcp_tools = MultiMCPTools(
-            urls=[m.get("url") for m in url_servers],
-            urls_transports=[m.get("transport") for m in url_servers],
-        )
-        await self.mcp_tools.connect()
-        return [self.mcp_tools]
-
-    def _setup_prompt(self) -> str:
-        prompt_template = poml(
-            self.settings.directory.prompts / "template.poml",
-            {"character": "Napoleon"},
-            chat=False,
-            format="dict",
-        )
-        if not isinstance(prompt_template, dict):
-            _msg = "Prompt template must be a string."
-            raise TypeError(_msg)
-        return prompt_template["messages"]
-
-    def _setup_model(self) -> OpenAILike:
-        """
-        Initialize the ChatOpenAI language model using the provided settings.
-
-        This method creates and returns a ChatOpenAI instance configured with
-        the model's URL, name, API key, and temperature.
-
-        Returns:
-            ChatOpenAI: The initialized ChatOpenAI language model instance.
-
-        Raises:
-            Exception: If the model initialization fails.
-        """
-        try:
-            return OpenAILike(
-                base_url=str(self.settings.model.url),
-                id=self.settings.model.name,
-                api_key=self.settings.model.api_key.get_secret_value(),
-                temperature=self.settings.model.temperature,
-            )
-        except Exception as e:
-            _msg: str = f"Failed to initialize ChatOpenAI model: {e}"
-            logger.error(_msg)
-            raise Error(_msg) from e
-
-    def _setup_vector_database(self) -> Qdrant:
-        return Qdrant(
-            collection=self.settings.vector_database.name,
-            url=self.settings.vector_database.url.host,
-        )
-
-    def _setup_knowledge(self, vector_db: Qdrant, db: BaseDb) -> Knowledge:
-        return Knowledge(
-            vector_db=vector_db,
-            contents_db=db,
-        )
-
-    def _setup_database(self) -> JsonDb:
-        return JsonDb(
-            db_path="agno",
-        )
-
-    def gui(self) -> Blocks:
-        """
-        Create and return the main Gradio Blocks interface for the Chattr app.
-
-        Returns:
-            Blocks: The constructed Gradio Blocks interface for the chat application.
-        """
-        return ChatInterface(fn=self.generate_response, save_history=True)
-
-    async def generate_response(
-        self,
-        message: str,
-        history: list[ChatMessage],
-    ) -> AsyncGenerator[tuple[str, list[ChatMessage], Path | None, Path | None]]:
-        """
-        Generate a response to a user message and update the conversation history.
-
-        This asynchronous method streams responses from the state graph and
-        yields updated history and audio file paths as needed.
-
-        Args:
-            message: The user's input message as a string.
-            history: The conversation history as a list of ChatMessage objects.
-
-        Returns:
-            AsyncGenerator: Yields a tuple containing an
-                            empty string, the updated history, and
-                            a Path to an audio file if generated.
-        """
-        try:
-            agent: Agent = await self._setup_agent()
-            async for response in agent.arun(
-                Message(content=message, role="user"),
-                stream=True,
-            ):
-                pprint(response)
-                if isinstance(response, RunContentEvent):
-                    history.append(
-                        ChatMessage(
-                            role="assistant",
-                            content=response.content,
-                        ),
-                    )
-                elif isinstance(response, ToolCallStartedEvent):
-                    history.append(
-                        ChatMessage(
-                            role="assistant",
-                            content=dumps(response.tool.tool_args, indent=4),
-                            metadata=MetadataDict(
-                                title=response.tool.tool_name,
-                                id=response.tool.tool_call_id,
-                                duration=response.tool.created_at,
-                            ),
-                        ),
-                    )
-                elif isinstance(response, ToolCallCompletedEvent):
-                    if response.tool.tool_call_error:
-                        history.append(
-                            ChatMessage(
-                                role="assistant",
-                                content=dumps(response.tool.tool_args, indent=4),
-                                metadata=MetadataDict(
-                                    title=response.tool.tool_name,
-                                    id=response.tool.tool_call_id,
-                                    log="Tool Call Failed",
-                                    duration=response.tool.metrics.duration,
-                                ),
-                            ),
-                        )
-                    else:
-                        history.append(
-                            ChatMessage(
-                                role="assistant",
-                                content=dumps(response.tool.tool_args, indent=4),
-                                metadata=MetadataDict(
-                                    title=response.tool.tool_name,
-                                    id=response.tool.tool_call_id,
-                                    log="Tool Call Succeeded",
-                                    duration=response.tool.metrics.duration,
-                                ),
-                            ),
-                        )
-                        if response.tool.tool_name == "generate_audio_for_text":
-                            history.append(
-                                Audio(
-                                    response.tool.result,
-                                    autoplay=True,
-                                    show_download_button=True,
-                                    show_share_button=True,
-                                ),
-                            )
-                        elif response.tool.tool_name == "generate_video_mcp":
-                            history.append(
-                                Video(
-                                    response.tool.result,
-                                    autoplay=True,
-                                    show_download_button=True,
-                                    show_share_button=True,
-                                ),
-                            )
-                        else:
-                            msg = f"Unknown tool name: {response.tool.tool_name}"
-                            raise Error(msg)
-                yield history
-        except Exception as e:
-            _msg: str = f"Error generating response: {e}"
-            logger.error(_msg)
-            raise Error(_msg) from e
-        finally:
-            await self._close()
-
-    def _is_url(self, value: str | None) -> bool:
-        """
-        Check if a string is a valid URL.
-
-        Args:
-            value: The string to check. Can be None.
-
-        Returns:
-            bool: True if the string is a valid URL, False otherwise.
-        """
-        if value is None:
-            return False
-
-        try:
-            _ = HttpUrl(value)
-        except ValidationError:
-            return False
-        return True
-
-    def _download_file(self, url: HttpUrl, path: Path) -> None:
-        """
-        Download a file from a URL and save it to a local path.
-
-        Args:
-            url: The URL to download the file from.
-            path: The local file path where the downloaded file will be saved.
-
-        Returns:
-            None
-
-        Raises:
-            requests.RequestException: If the HTTP request fails.
-            IOError: If file writing fails.
-        """
-        if str(url).endswith(".m3u8"):
-            _playlist: M3U8 = load(url)
-            url: str = str(url).replace("playlist.m3u8", _playlist.segments[0].uri)
-        logger.info(f"Downloading {url} to {path}")
-        session = Session()
-        response = session.get(url, stream=True, timeout=30)
-        response.raise_for_status()
-        with path.open("wb") as f:
-            for chunk in response.iter_content(chunk_size=8192):
-                if chunk:
-                    f.write(chunk)
-        logger.info(f"File downloaded to {path}")
-
-    async def _close(self) -> None:
-        try:
-            logger.info("Closing MCP tools...")
-            await self.mcp_tools.close()
-        except Exception as e:
-            msg: str = (
-                f"Error closing MCP tools: {e}, Check if the Tool services are running."
-            )
-            logger.error(msg)
-            raise Error(msg) from e
-
-
-async def test() -> None:
-    settings: Settings = Settings()
-    app: App = App(settings)
-    agent: Agent = await app._setup_agent()
-    try:
-        await agent.aprint_response("Hello!", debug_mode=True)
-    finally:
-        await app._close()
-
-
-if __name__ == "__main__":
-    import asyncio
-
-    asyncio.run(test())

src/chattr/app/exceptions.py

@@ -0,0 +1,21 @@
+class ChattrError(Exception):
+    """Base exception for the Chattr application."""
+
+
+class ConfigurationError(ChattrError):
+    """Raised when there is an issue with the application settings."""
+
+
+class ModelConfigurationError(ConfigurationError):
+    """Raised when model-specific settings are missing or invalid."""
+
+
+class ParameterMissingError(ChattrError):
+    """Exception raised for missing parameters."""
+
+
+class CharacterNameMissingError(ParameterMissingError):
+    """Exception raised when the character name is missing."""
+
+    def __init__(self) -> None:
+        super().__init__("Character name is missing. Set it with `CHARACTER__NAME`")

src/chattr/app/logger.py

@@ -1,19 +1,23 @@
-from logging import INFO, WARNING, Logger, basicConfig, getLogger
+"""A module handles the configuration of logging for the application."""
 
+from logging import WARNING, Formatter, Logger, getLogger
+
+from rich.console import Console
 from rich.logging import RichHandler
 
-from chattr import APP_NAME, console
+from chattr.app.settings import LoggerSettings
 
-basicConfig(
-    level=INFO,
-    handlers=[
-        RichHandler(
-            level=INFO,
-            console=console,
-            rich_tracebacks=True,
-        ),
-    ],
-    format="%(name)s | %(process)d | %(message)s",
-)
 getLogger("httpx").setLevel(WARNING)
-logger: Logger = getLogger(APP_NAME)
+
+
+def setup_logger(log: LoggerSettings) -> Logger:
+    """Initialize the logger for the application."""
+    logger: Logger = getLogger(log.name)
+    console: Console = Console()
+    handler: RichHandler = RichHandler(level=log.level.value, console=console, rich_tracebacks=True)
+    formatter: Formatter = Formatter(log.format)
+    handler.setFormatter(formatter)
+    logger.addHandler(handler)
+    logger.setLevel(log.level.value)
+    logger.propagate = False
+    return logger

src/chattr/app/runner.py

@@ -1,5 +0,0 @@
-from chattr.app.builder import App
-from chattr.app.settings import Settings
-
-settings: Settings = Settings()
-app: App = App(settings)

src/chattr/app/scheme.py

@@ -1,35 +1,32 @@
-from typing import Annotated, Literal
+"""Module defining MCP connection scheme configurations."""
 
-from pydantic import (
-    BaseModel,
-    ConfigDict,
-    Field,
-    HttpUrl,
-    ValidationError,
-)
+from typing import Annotated, Literal
 
-from chattr.app.logger import logger
+from agno.tools.mcp import SSEClientParams, StreamableHTTPClientParams
+from agno.utils.log import log_error
+from mcp import StdioServerParameters
+from pydantic import BaseModel, ConfigDict, Field, ValidationError
 
 
-class CommandConnection(BaseModel):
+class CommandConnection(StdioServerParameters):
     """MCP connection variant using a shell command."""
 
-    model_config = ConfigDict(extra="forbid")
     name: str = Field(..., description="Name of the MCP server instance")
-    type: Literal["command"]
-    command: str = Field(..., description="Executable command to start MCP server")
-    args: list[str] | None = Field(default=None)
     transport: Literal["stdio"] = Field("stdio")
 
 
-class URLConnection(BaseModel):
+class SSEConnection(BaseModel, SSEClientParams):
+    """SSE connection variant using a URL endpoint."""
+
+    name: str = Field(..., description="Name of the MCP server instance")
+    transport: Literal["sse"] = Field("sse")
+
+
+class StreamableHTTPConnection(BaseModel, StreamableHTTPClientParams):
     """MCP connection variant using a URL endpoint."""
 
-    model_config = ConfigDict(extra="forbid")
     name: str = Field(..., description="Name of the MCP server instance")
-    type: Literal["url"]
-    url: HttpUrl = Field(..., description="URL of the MCP server endpoint")
-    transport: Literal["sse", "streamable-http"] = Field(...)
+    transport: Literal["streamable-http"] = Field("streamable-http")
 
 
 class MCPScheme(BaseModel):
@@ -37,7 +34,10 @@ class MCPScheme(BaseModel):
 
     model_config = ConfigDict(extra="forbid")
     mcp_servers: list[
-        Annotated[CommandConnection | URLConnection, Field(discriminator="type")]
+        Annotated[
+            CommandConnection | SSEConnection | StreamableHTTPConnection,
+            Field(discriminator="transport"),
+        ]
     ] = Field(default_factory=list)
 
 
@@ -54,6 +54,7 @@ if __name__ == "__main__":
                     "type": "command",
                     "command": "mcp-server",
                     "args": ["--port", "8080"],
+                    "transport": "stdio",
                 },
                 {
                     "name": "example_url_server",
@@ -66,12 +67,12 @@ if __name__ == "__main__":
     )
     pprint(ok1)
 
-    # This will fail: missing required key for the selected type
+    # This will fail: missing the required key for the selected type
     try:
         MCPScheme.model_validate(
             {"mcp_servers": [{"type": "url", "command": "ls"}]},
         )
     except ValidationError as e:
-        logger.error("Validation error: %s", e)
+        log_error(f"Validation error: {e}")
 
     # Additional validation examples can be added here if needed.

src/chattr/app/settings.py

@@ -1,8 +1,11 @@
 """Settings for the Chattr app."""
 
+from enum import Enum
+from logging import CRITICAL, DEBUG, ERROR, INFO, NOTSET, WARNING
 from pathlib import Path
 from typing import Self
 
+from agno.utils.log import log_error, log_info
 from dotenv import load_dotenv
 from pydantic import (
     BaseModel,
@@ -16,7 +19,6 @@ from pydantic import (
 )
 from pydantic_settings import BaseSettings, SettingsConfigDict
 
-from chattr.app.logger import logger
 from chattr.app.scheme import MCPScheme
 
 load_dotenv()
@@ -41,19 +43,16 @@ class MCPSettings(BaseModel):
 
     path: FilePath = Field(default_factory=lambda: Path.cwd() / "mcp.json")
 
-    @model_validator(mode="after")
-    def is_exists(self) -> Self:
-        """Check if the MCP config file exists."""
-        if not self.path.exists():
-            logger.warning("`mcp.json` not found.")
-        return self
-
     @model_validator(mode="after")
     def is_valid(self) -> Self:
-        """Validate that the MCP config file is a JSON file."""
-        if self.path and self.path.suffix != ".json":
-            msg = "MCP config file must be a JSON file"
-            raise ValueError(msg)
+        """Validate that the MCP config file is a valid JSON file."""
+        if self.path:
+            if self.path.suffix != ".json":
+                msg = "MCP config file must be a JSON file"
+                raise ValueError(msg)
+            if self.path.stem != "mcp":
+                msg = "MCP config file must be named 'mcp.json'"
+                raise ValueError(msg)
         return self
 
     @model_validator(mode="after")
@@ -107,9 +106,9 @@ class DirectorySettings(BaseModel):
             if not directory.exists():
                 try:
                     directory.mkdir(parents=True, exist_ok=True)
-                    logger.info("Created directory %s.", directory)
+                    log_info(f"Created directory {directory}.")
                 except OSError as e:
-                    logger.error("Error creating directory %s: %s", directory, e)
+                    log_error(f"Error creating directory {directory}: {e}")
                     raise
         return self
 
@@ -121,33 +120,20 @@ class ModelSettings(BaseModel):
     name: str | None = Field(default=None)
     api_key: SecretStr | None = Field(default=None)
     temperature: float = Field(default=0.0, ge=0.0, le=1.0)
+    cache_response: bool = Field(default=True)
 
     @model_validator(mode="after")
-    def check_api_key_exist(self) -> Self:
-        """
-        Ensure that an API key and model name are provided if a model URL is set.
-
-        This method validates the presence of required
-        credentials for the model provider.
-
-        Returns:
-            Self: The validated ModelSettings instance.
-
-        Raises:
-            ValueError: If the API key or model name is missing
-                        when a model URL is provided.
-        """
+    def check_param_exist(self) -> Self:
+        """Validate the existence of required credentials for the model provider."""
         if self.url:
             if not self.api_key or not self.api_key.get_secret_value():
                 _msg: str = (
-                    "You need to provide API Key for the Model provider:"
-                    " Set via `MODEL__API_KEY`"
+                    "You need to provide API Key for the Model provider: Set via `MODEL__API_KEY`"
                 )
                 raise ValueError(_msg)
             if not self.name:
                 _msg: str = (
-                    "You need to provide Model name for the Model provider:"
-                    " Set via `MODEL__NAME`"
+                    "You need to provide Model name for the Model provider: Set via `MODEL__NAME`"
                 )
                 raise ValueError(_msg)
         return self
@@ -159,10 +145,30 @@ class CharacterSettings(BaseModel):
     name: str | None = Field(default=None)
 
 
+class LogLevel(Enum):
+    """Logging levels."""
+
+    CRITICAL = CRITICAL
+    ERROR = ERROR
+    WARNING = WARNING
+    INFO = INFO
+    DEBUG = DEBUG
+    NOTSET = NOTSET
+
+
+class LoggerSettings(BaseModel):
+    """Settings related to logger configuration."""
+
+    name: str = Field(default="chattr", frozen=True)
+    level: LogLevel = Field(default=LogLevel.INFO)
+    propagate: bool = Field(default=False)
+    format: str = Field(default="%(name)s | %(process)d | %(message)s")
+
+
 class Settings(BaseSettings):
     """Configuration for the Chattr app."""
 
-    model_config: SettingsConfigDict = SettingsConfigDict(
+    model_config = SettingsConfigDict(
         env_nested_delimiter="__",
         env_parse_none_str="None",
         env_file=".env",
@@ -177,7 +183,9 @@ class Settings(BaseSettings):
     )
     mcp: MCPSettings = Field(default_factory=MCPSettings)
     character: CharacterSettings = Field(default_factory=CharacterSettings)
+    log: LoggerSettings = Field(default_factory=LoggerSettings)
     debug: bool = Field(default=False)
+    timezone: str = Field(default="Africa/Cairo")
 
 
 if __name__ == "__main__":

src/chattr/app/utils.py

@@ -0,0 +1,64 @@
+from pathlib import Path
+
+from agno.utils.log import log_info
+from httpx import URL, Client, HTTPStatusError, RequestError
+from pydantic import HttpUrl, ValidationError
+
+VALID_STATUS_CODE = 200
+
+
+def is_url(value: str | None) -> bool:
+    """
+    Check if a string is a valid URL.
+
+    Args:
+        value: The string to check. Can be None.
+
+    Returns:
+        bool: True if the string is a valid URL, False otherwise.
+    """
+    if value is None:
+        return False
+
+    try:
+        _ = HttpUrl(value)
+    except ValidationError:
+        return False
+    return True
+
+
+def is_alive(url: HttpUrl) -> bool:
+    """
+    Check if a given URL is accessible and returns its availability status.
+
+    Args:
+        url (HttpUrl): The URL to check for accessibility.
+
+    Returns:
+        bool: True if the URL is accessible with a valid status code, otherwise False.
+    """
+    try:
+        with Client() as client:
+            response = client.get(str(url))
+            return response.status_code == VALID_STATUS_CODE
+    except (RequestError, HTTPStatusError):
+        return False
+
+
+def download_file(url: URL, path: Path) -> None:
+    """
+    Download a file from a URL and save it to a local path.
+
+    Args:
+        url (URL): The URL to download the file from.
+        path (Path): The local file path where the downloaded file will be saved.
+
+    Returns:
+        None
+    """
+    log_info(f"Downloading {url} to {path}")
+    with Client() as client:
+        response = client.get(url)
+        response.raise_for_status()
+        path.write_bytes(response.content)
+    log_info(f"Downloaded {url} to {path}")

tests/test_app.py

@@ -1,4 +1,4 @@
-"""This module contains tests for the application's HTTP endpoints."""
+"""Contain tests for the application's HTTP endpoints."""
 
 from os import getenv
 
@@ -12,8 +12,5 @@ def test_app() -> None:
     Returns:
         None
     """
-    response: Response = head(
-        getenv("CHATTR_URL", "http://localhost:7860/"),
-        timeout=30,
-    )
+    response: Response = head(getenv("CHATTR_URL", "http://localhost:7860/"), timeout=30)
     assert response.status_code == 200

uv.lock

@@ -242,7 +242,6 @@ dependencies = [
     { name = "gradio", extra = ["mcp"] },
     { name = "m3u8" },
     { name = "mem0ai" },
-    { name = "poml" },
     { name = "rich" },
 ]
 
@@ -250,6 +249,7 @@ dependencies = [
 dev = [
     { name = "doppler-env" },
     { name = "pre-commit" },
+    { name = "pyrefly" },
     { name = "pytest-emoji" },
     { name = "pytest-md" },
     { name = "pytest-mergify" },
@@ -266,7 +266,6 @@ requires-dist = [
     { name = "gradio", extras = ["mcp"], specifier = ">=6.5.1" },
     { name = "m3u8", specifier = ">=6.0.0" },
     { name = "mem0ai", specifier = ">=1.0.2" },
-    { name = "poml", specifier = ">=0.0.8" },
     { name = "rich", specifier = ">=14.3.1" },
 ]
 
@@ -274,6 +273,7 @@ requires-dist = [
 dev = [
     { name = "doppler-env", specifier = ">=0.3.1" },
     { name = "pre-commit", specifier = ">=4.5.1" },
+    { name = "pyrefly", specifier = ">=0.46.1" },
     { name = "pytest-emoji", specifier = ">=0.2.0" },
     { name = "pytest-md", specifier = ">=0.2.0" },
     { name = "pytest-mergify", specifier = ">=2026.1.26.1" },
@@ -1112,34 +1112,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/88/b2/d0896bdcdc8d28a7fc5717c305f1a861c26e18c05047949fb371034d98bd/nodeenv-1.10.0-py2.py3-none-any.whl", hash = "sha256:5bb13e3eed2923615535339b3c620e76779af4cb4c6a90deccc9e36b274d3827", size = 23438, upload-time = "2025-12-20T14:08:52.782Z" },
 ]
 
-[[package]]
-name = "nodejs-wheel"
-version = "24.13.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "nodejs-wheel-binaries" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/37/f0/3345c6ec958c96eaa9d59355e59c0e93359aec54634f38bc4cd06baf23aa/nodejs_wheel-24.13.0.tar.gz", hash = "sha256:8c423cbf434b4c853ebac076d563b0899d3c6594ef0f99f6cd368ca4e3a28ca2", size = 2965, upload-time = "2026-01-14T11:05:32.811Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c3/29/f259f6c5d31a0dae8257afd8dd7ab4b60a1b6e03fab793789e5bad480d83/nodejs_wheel-24.13.0-py3-none-any.whl", hash = "sha256:c0fc56a4677f55f7639f306a6381fb253d11ce24189c87a5489ea848f6e2bf24", size = 3986, upload-time = "2026-01-14T11:05:02.807Z" },
-]
-
-[[package]]
-name = "nodejs-wheel-binaries"
-version = "24.13.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/b7/f1/73182280e2c05f49a7c2c8dbd46144efe3f74f03f798fb90da67b4a93bbf/nodejs_wheel_binaries-24.13.0.tar.gz", hash = "sha256:766aed076e900061b83d3e76ad48bfec32a035ef0d41bd09c55e832eb93ef7a4", size = 8056, upload-time = "2026-01-14T11:05:33.653Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c4/dc/4d7548aa74a5b446d093f03aff4fb236b570959d793f21c9c42ab6ad870a/nodejs_wheel_binaries-24.13.0-py2.py3-none-macosx_13_0_arm64.whl", hash = "sha256:356654baa37bfd894e447e7e00268db403ea1d223863963459a0fbcaaa1d9d48", size = 55133268, upload-time = "2026-01-14T11:05:05.335Z" },
-    { url = "https://files.pythonhosted.org/packages/24/8a/8a4454d28339487240dd2232f42f1090e4a58544c581792d427f6239798c/nodejs_wheel_binaries-24.13.0-py2.py3-none-macosx_13_0_x86_64.whl", hash = "sha256:92fdef7376120e575f8b397789bafcb13bbd22a1b4d21b060d200b14910f22a5", size = 55314800, upload-time = "2026-01-14T11:05:09.121Z" },
-    { url = "https://files.pythonhosted.org/packages/e7/fb/46c600fcc748bd13bc536a735f11532a003b14f5c4dfd6865f5911672175/nodejs_wheel_binaries-24.13.0-py2.py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:3f619ac140e039ecd25f2f71d6e83ad1414017a24608531851b7c31dc140cdfd", size = 59666320, upload-time = "2026-01-14T11:05:12.369Z" },
-    { url = "https://files.pythonhosted.org/packages/85/47/d48f11fc5d1541ace5d806c62a45738a1db9ce33e85a06fe4cd3d9ce83f6/nodejs_wheel_binaries-24.13.0-py2.py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:dfb31ebc2c129538192ddb5bedd3d63d6de5d271437cd39ea26bf3fe229ba430", size = 60162447, upload-time = "2026-01-14T11:05:16.003Z" },
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