etalab-ia · leoguillaume · Oct 15, 2025 · Oct 14, 2025
diff --git a/.github/compose.ci.yml b/.github/compose.ci.yml
@@ -7,8 +7,6 @@ services:
       dockerfile: api/Dockerfile
     restart: always
     env_file: "${APP_ENV_FILE:-.env.ci}"
-    volumes:
-      - ../scripts/generate_configuration_documentation.py:/scripts/generate_configuration_documentation.py:ro
     ports:
       - 8000:8000
     environment:

diff --git a/.github/workflows/deploy_documentation.yml b/.github/workflows/deploy_documentation.yml
@@ -16,18 +16,26 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@v4
+
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
           node-version: 20
           cache: npm
           cache-dependency-path: ./docs/package-lock.json
+
       - name: Install dependencies
         working-directory: ./docs
         run: npm ci
+
       - name: Build Docusaurus site
         working-directory: ./docs
         run: npm run build
+
+      - name: Create CNAME file
+        working-directory: ./docs/build
+        run: echo "docs.opengatellm.etalab.gouv.fr" > CNAME
+
       - name: Deploy to GitHub Pages
         uses: peaceiris/actions-gh-pages@v3
         with:

diff --git a/.github/workflows/generate_documentation.yml b/.github/workflows/generate_documentation.yml
@@ -13,27 +13,26 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v4
+      - name: Checkout du code
+        uses: actions/checkout@v4
 
-    - name: Set up Docker Compose
-      run: |
-        cp .github/.env.ci.example .github/.env.ci
-        sed -i 's/^\([A-Z_]*\)_HOST=localhost/\1_HOST=\L\1/' .github/.env.ci
-        make test-integ action=up execute=docker
-      env:
-        BRAVE_API_KEY: ${{ secrets.BRAVE_API_KEY }}
-        ALBERT_API_KEY: ${{ secrets.ALBERT_API_KEY }}
-        CS_API_KEY: ${{ secrets.CS_API_KEY }}
+      - name: Configure Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
 
-    - name: Generate configuration documentation
-      run: |
-        docker compose -f .github/compose.ci.yml --env-file .github/.env.ci run -T --user $(id -u):$(id -g) -v $(pwd)/api:/api api \
-        python /scripts/generate_configuration_documentation.py --output /api/configuration.md
-
-        cat ./api/configuration.md > ./docs/docs/getting-started/configuration.md
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install ".[api,dev]"
 
-    - name: Commit configuration documentation
-      uses: stefanzweifel/git-auto-commit-action@v4
-      with:
-        commit_message: Update configuration documentation
-        file_pattern: ./docs/getting-started/configuration.md
+      - name: Generate documentation
+        run: |
+          PYTHONPATH=. python ./scripts/docs/generate_configuration_documentation.py --output ./docs/docs/getting-started/configuration.md
+          PYTHONPATH=. python ./scripts/docs/convert_notebooks_to_docs.py --input ./docs/tutorials --output ./docs/docs/guides
+
+      - name: Commit documentation
+        uses: stefanzweifel/git-auto-commit-action@v4
+        with:
+          commit_message: Update docs
+          file_pattern: ./docs/getting-started/configuration.md ./docs/docs/guides/*.md
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
@@ -1,191 +1,7 @@
 # Contributing
 
-## Contributing environment
-
-To contribute to the project, please follow the instructions below to setup your development environment and launch the services locally.
-
-### Prerequisites
-
-- Python 3.12+
-- Docker and Docker Compose
-
-### Step 1: development environment
-
-#### Configuration
-
-It is recommended to use a Python [virtualenv](https://docs.python.org/3/library/venv.html).
-
-1. Create a *config.yml* file based on the example configuration file *[config.example.yml](./config.example.yml)*. 
-
-  ```bash
-  cp config.example.yml config.yml
-  ```
-
-2. Create a *env* file based on the example environment file *[env.example](./env.example)*
-
-  ```bash
-  cp .env.example .env
-  ```
-
-3. Comment host names variables like this (by default, they are set to `localhost` in compose.example.yml):
-
-  ```bash
-  # POSTGRES_HOST=postgres
-  ```
-
-4. Check the [configuration documentation](./docs/configuration.md) to configure your configuration file.
-
-#### Packages installation
-
-1. Create a Python virtual environment (recommended)
-
-1. Install the dependencies with the following command:
-
-  ```bash
-  pip install ".[api,playground,dev,test]"
-  ```
-
-#### Linter installation
-
-The project linter is [Ruff](https://beta.ruff.rs/docs/configuration/). The specific project formatting rules are in the *[pyproject.toml](./pyproject.toml)* file.
-
-Please install the pre-commit hooks:
-
-  ```bash
-  pre-commit install
-  ```
-
-Ruff will run automatically at each commit.
-
-To setup ruff in VSCode or Cursor, you can add the following configuration to your editor:
-```json
-{
-  "ruff.lint.enabled": true,
-  "ruff.lint.fix": true
-}
-```
-
-### Step 2: launch services
-
-Start services locally with the following command:
-
-```bash
-make dev
-```
-
-> [!NOTE]
-> This command will start the API and the playground services and support the following options:
-> ```bash
-> make dev [service=api|playground|both] [env=.env] [compose=compose.yml] # service=both by default
-> ```
-> For more information, run `make help`.
-
-To run the services without make command, you can use the following commands:
-
-1. Export the environment variables:
-  ```bash
-    export $(grep -v '^#' .env | xargs) 
-  ```
-
-2. Launch the API:
-  ```bash
-  uvicorn api.main:app --log-level debug --reload
-  ```
-
-3. Launch the Playground:
-  ```bash
-  streamlit run playground/main.py
-  ```
-
-## Linter
-
-The project linter is [Ruff](https://beta.ruff.rs/docs/configuration/). The specific project formatting rules are in the *[pyproject.toml](./pyproject.toml)* file. See [Linter installation section](#linter-installation) to install the linter and run it at each commit.
-
-To run the linter manually:
-
-```bash
-make lint
-```
-
-To setup ruff in VSCode or Cursor, you can add the following configuration to your editor (edit project root path):
-
-```json
-{
-  "[python]": {
-        "editor.formatOnType": true,
-        "editor.formatOnSave": true,
-        "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "always"
-        },
-    "ruff.configuration": "<absolute project root path >/pyproject.toml",
-    "ruff.format.preview": true,
-    "ruff.codeAction.fixViolation": {"enable": false},
-    "ruff.organizeImports": true,
-    "ruff.fixAll": true,
-    "ruff.trace.server": "verbose",
-    "ruff.logLevel": "debug",
-    "ruff.nativeServer": "on",
-  }
-}
-```
-
-## Commit
-
-Please respect the following convention for your commits:
-
-```
-[doc|feat|fix](theme) commit object (in english)
-
-# example
-feat(collections): collection name retriever
-```
-
-## Tests
-
-To run the tests:
-
-```bash
-make test
-```
-
-## Modifications to SQL database structure
-
-### Modifications to the [`api/sql/models.py`](./api/sql/models.py) file
-
-If you have modified the API database tables in the [models.py](./api/sql/models.py) file, you need to create an Alembic migration with the following command:
-
-```bash
-alembic -c api/alembic.ini revision --autogenerate -m "message"
-```
-
-Then apply the migration with the following command:
-
-```bash
-alembic -c api/alembic.ini upgrade head
-```
-
-### Modifications to the [`playground/sql/models.py`](./playground/sql/models.py) file
-
-If you have modified the playground database tables in the [models.py](./playground/sql/models.py) file, you need to create an Alembic migration with the following command:
-
-```bash
-alembic -c playground/alembic.ini revision --autogenerate -m "message"
-```
-
-Then apply the migration with the following command:
-
-```bash
-alembic -c playground/alembic.ini upgrade head
-```
-
-## Generate configuration documentation
-
-To generate the configuration documentation, you can use the following command:
-
-```bash
-python scripts/generate_configuration_documentation.py
-```
-
-> [!NOTE]
-> This will generate the configuration documentation in the *[docs/docs/getting-started/configuration.md](./docs/docs/getting-started/configuration.md)* file from the [configuration schema](./api/schemas/core/configuration.py) with the [configuration header](./scripts/configuration_header.md).
+The contributings guides is available in *Contributing* section in [documentation](https://docs.opengatellm.com/docs/):
+- [Development environment](https://docs.opengatellm.com/docs/contributing/development-environment)
+- [Commit and hooks](https://docs.opengatellm.com/docs/contributing/commit)
+- [SQL](https://docs.opengatellm.com/docs/contributing/sql)
+- [Documentation](https://docs.opengatellm.com/docs/contributing/documentation)
diff --git a/README.md b/README.md
@@ -6,7 +6,7 @@
 <img src="./docs/static/img/ogl_logo.svg" alt="Logo" width="128" height="128">
 
 # OpenGateLLM
-[Documentation](https://docs.opengatellm.etalab.gouv.fr) | [API Reference](https://albert.api.etalab.gouv.fr/documentation)
+### **[Documentation](https://docs.opengatellm.etalab.gouv.fr) | [API Reference](https://albert.api.etalab.gouv.fr/documentation)**
 
 > [!WARNING]
 > **The API is still under beta version, major breaking changes may occur.**
@@ -116,9 +116,9 @@ Explore practical use cases:
 ### 🤝 Contribute
 ***
 
-This project exists thanks to all the people who contribute. OpenGateLLM thrives on open-source contributions. Join our community!
+This project exists thanks to all the people who contribute. OpenGateLLM thrives on open-source contributions. Join our community! 
 
-Check out our [Contribution Guide](./CONTRIBUTING.md) to get started.
+Check out our [Contribution Guide](https://docs.opengatellm.etalab.gouv.fr/docs/contributing) to get started.
 
 ### 🎖️ Sponsors
 ***

diff --git a/api/schemas/core/configuration.py b/api/schemas/core/configuration.py
@@ -15,8 +15,8 @@
 from api.utils.variables import (
     DEFAULT_APP_NAME,
     DEFAULT_TIMEOUT,
-    ROUTER__AUTH,
     ROUTER__ADMIN,
+    ROUTER__AUTH,
     ROUTERS,
 )
 
@@ -118,7 +118,7 @@ class ModelProvider(ConfigBaseModel):
     model_name: constr(strip_whitespace=True, min_length=1) = Field(..., description="Model name from the model provider.", examples=["gpt-4o"])  # fmt: off
     model_cost_prompt_tokens: float = Field(default=0.0, ge=0.0, description="Model costs prompt tokens for user budget computation. The cost is by 1M tokens.", examples=[0.1])  # fmt: off
     model_cost_completion_tokens: float = Field(default=0.0, ge=0.0, description="Model costs completion tokens for user budget computation. The cost is by 1M tokens.", examples=[0.1])  # fmt: off
-    model_carbon_footprint_zone: CountryCodes = Field(default=CountryCodes.WOR, description="Model hosting zone for carbon footprint computation (with ISO 3166-1 alpha-3 code format). For more information, see https://ecologits.ai", examples=["WOR"])  # fmt: off
+    model_carbon_footprint_zone: CountryCodes = Field(default=CountryCodes.WOR, description="Model hosting zone using ISO 3166-1 alpha-3 code format (e.g., `WOR` for World, `FRA` for France, `USA` for United States). This determines the electricity mix used for carbon intensity calculations. For more information, see https://ecologits.ai", examples=["WOR"])  # fmt: off
     model_carbon_footprint_total_params: Optional[float] = Field(default=None, ge=0.0, description="Total params of the model in billions of parameters for carbon footprint computation. If not provided, the active params will be used if provided, else carbon footprint will not be computed. For more information, see https://ecologits.ai", examples=[8])  # fmt: off
     model_carbon_footprint_active_params: Optional[float] = Field(default=None, ge=0.0, description="Active params of the model in billions of parameters for carbon footprint computation. If not provided, the total params will be used if provided, else carbon footprint will not be computed. For more information, see https://ecologits.ai", examples=[8])  # fmt: off
 
@@ -251,10 +251,6 @@ class BraveDependency(ConfigBaseModel):
     timeout: int = Field(default=DEFAULT_TIMEOUT, ge=1, description="Timeout for the Brave API requests.", examples=[10])  # fmt: off
 
 
-class CentraleSupelecDependency(ConfigBaseModel):
-    token: str = Field(description="Centrale Supélec token for testing dynamic models")
-
-
 @custom_validation_error(url="https://github.com/etalab-ia/opengatellm/blob/main/docs/configuration.md#duckduckgodependency")
 class DuckDuckGoDependency(ConfigBaseModel):
     url: constr(strip_whitespace=True, min_length=1) = Field(default="https://api.duckduckgo.com/", description="DuckDuckGo API url.")  # fmt: off
@@ -341,7 +337,6 @@ class EmptyDepencency(ConfigBaseModel):
 class Dependencies(ConfigBaseModel):
     albert: Optional[AlbertDependency] = Field(default=None, description="If provided, Albert API is used to parse pdf documents. Cannot be used with Marker dependency concurrently. Pass arguments to call Albert API in this section.")  # fmt: off
     brave: Optional[BraveDependency] = Field(default=None, description="If provided, Brave API is used to web search. Cannot be used with DuckDuckGo dependency concurrently. Pass arguments to call API in this section. All query parameters are supported, see https://api-dashboard.search.brave.com/app/documentation/web-search/query for more information.")  # fmt: off
-    centralesupelec: Optional[CentraleSupelecDependency] = Field(default=None, description="Needed to pass tests where models are added")
     duckduckgo: Optional[DuckDuckGoDependency] = Field(default=None, description="If provided, DuckDuckGo API is used to web search. Cannot be used with Brave dependency concurrently. Pass arguments to call API in this section. All query parameters are supported, see https://www.searchapi.io/docs/duckduckgo-api for more information.")  # fmt: off
     elasticsearch: Optional[ElasticsearchDependency] = Field(default=None, description="Pass all elastic python SDK arguments, see https://elasticsearch-py.readthedocs.io/en/v9.0.2/api/elasticsearch.html#elasticsearch.Elasticsearch for more information.")  # fmt: off
     qdrant: Optional[QdrantDependency] = Field(default=None, description="Pass all qdrant python SDK arguments, see https://python-client.qdrant.tech/qdrant_client.qdrant_client for more information.")  # fmt: off
@@ -494,7 +489,7 @@ def validate_model(cls, values) -> Any:
 @custom_validation_error(url="https://github.com/etalab-ia/opengatellm/blob/main/docs/configuration.md#all-configuration")
 class ConfigFile(ConfigBaseModel):
     """
-    Refer to the [configuration example file](../../../config.example.yml) for an example of configuration.
+    Refer to the [configuration example file](https://github.com/etalab-ia/OpenGateLLM/blob/main/config.example.yml) for an example of configuration.
     """
 
     models: List[Model] = Field(min_length=1, description="Models used by the API. At least one model must be defined.")  # fmt: off