Agent.md

Agent.md

1. Deployment Configuration

Target Space

• Profile: Leon4gr45
• Space: augmenttoolkit
• Full Identifier: Leon4gr45/augmenttoolkit
• Frontend Port: 7860 (mandatory for all Hugging Face Spaces)

Deployment Method

Choose the correct SDK based on the app type based on the codebase language:

• Gradio SDK — for Gradio applications
• Streamlit SDK — for Streamlit applications
• Docker SDK — for all other applications (recommended default for flexibility)

HF Token

• The environment variable HF_TOKEN will always be provided at execution time.
• Never hardcode the token. Always read it from the environment.
• All monitoring and log‑streaming commands rely on HF_TOKEN.

GitHub Sync (Persistence)

• The environment variable PAT_TOKEN must be set with a GitHub Personal Access Token.
• This token is used to sync the internal SQLite database (travel.db) to https://github.com/JsonLord/TREK.git on the custom-data branch.
• Sync runs on startup and every 6 hours.
• If the branch does not exist, the service will create it.

Required Files

• Dockerfile (or app.py for Gradio/Streamlit SDKs)

• README.md with Hugging Face YAML frontmatter: ```yaml

  title: trek sdk: docker app_port: 7860

• .hfignore to exclude unnecessary files
• This Agent.md file (must be committed before deployment)

---

2. API Exposure and Documentation

Mandatory Endpoints

Every deployment must expose:

• /health

  • Returns HTTP 200 when the app is ready.
  • Required for Hugging Face to transition the Space from starting → running.

• /api-docs

  • Documents all available API endpoints.
  • Must be reachable at:
    https://leon4gr45-augmenttoolkit.hf.space/api-docs

Functional Endpoints

/health

• Method: GET
• Purpose: Health check for Hugging Face Space.
• Response: OK (200)

/api/health

• Method: GET
• Purpose: Legacy/Application health check.
• Response: {"status": "ok"} (200)

/api-docs

• Method: GET
• Purpose: Swagger API documentation.
• Response: HTML documentation page.

All endpoints listed here appear in /api-docs (where applicable).

---

3. Deployment Workflow

Precondition: Use the huggingface hub cli hf to check that the space is empty of files and delete any which are still in there and not belonging to the project to be uploaded.

Standard Deployment Command

After any code change, run:

hf upload Leon4gr45/augmenttoolkit . . --repo-type=space --delete "*" --exclude ".git/*" --exclude "**/node_modules/*" --exclude "**/dist/*"

---

Scan build and run logs # Get build logs (SSE) curl -N -H "Authorization: Bearer $HF_TOKEN" "https://huggingface.co/api/spaces/Leon4gr45/augmenttoolkit/logs/build"

Get run logs (SSE) once the build logs succeed curl -N -H "Authorization: Bearer $HF_TOKEN" "https://huggingface.co/api/spaces/Leon4gr45/augmenttoolkit/logs/run"

after 300 seconds to see if the deployment has been successful, and if not, fix the errors of deployment, and redeploy and monitor in a cycle until the space is running and reacts to the api endpoints you created.