Michael Chihlas
067574ad6a
Harden the Anthropic provider and lay the groundwork for schema-constrained JSON, optimizing the existing claude-sonnet-4-6 / claude-haiku-4-5 usage (no model changes). ai_provider.py: - _extract_text_from_response replaces fragile response.content[0].text: skips non-text leading blocks (e.g. thinking), returns the first text block, logs an anthropic.stop_reason warning on max_tokens/refusal (truncation now observable), and raises ValueError on a no-text response. - generate_json gains an optional `schema` param. Anthropic wires it to output_config.format (structured outputs); schema=None preserves the exact prior call for every existing caller. Gemini accepts-and-ignores it. kb_conversion_service.py: - TROUBLESHOOTING_SCHEMA / PROCEDURAL_SCHEMA + _schema_for_target_type(), modelled as a strict superset of every field the prompts emit. - convert_document passes the schema only when the new AI_KB_CONVERT_STRUCTURED_OUTPUT setting is True (default False). The _try_repair_json fallback stays as belt-and-suspenders. Tests: 14 provider + 7 schema, TDD (red-green). Live constrained-decoding smoke-test still required before enabling the flag in production. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Troubleshooting Decision Tree - Backend API
FastAPI backend for the Troubleshooting Decision Tree application.
Quick Start
1. Set up Python environment
cd backend
python -m venv venv
# Windows
venv\Scripts\activate
# macOS/Linux
source venv/bin/activate
pip install -r requirements.txt
2. Start PostgreSQL database
Using Docker:
docker-compose up -d
Or install PostgreSQL locally and create a database:
CREATE DATABASE decision_tree;
3. Configure environment
Copy the example env file and update as needed:
cp .env.example .env
4. Run database migrations
alembic upgrade head
5. Start the server
uvicorn app.main:app --reload --host 0.0.0.0 --port 8000
The API will be available at:
- API: http://localhost:8000
- Docs: http://localhost:8000/api/docs
- ReDoc: http://localhost:8000/api/redoc
API Endpoints
Authentication
POST /api/v1/auth/register- Register new userPOST /api/v1/auth/login- Login (form data)POST /api/v1/auth/login/json- Login (JSON body)POST /api/v1/auth/refresh- Refresh tokenGET /api/v1/auth/me- Get current userPOST /api/v1/auth/logout- Logout
Trees
GET /api/v1/trees- List all treesGET /api/v1/trees/categories- List categoriesGET /api/v1/trees/search?q=query- Search treesGET /api/v1/trees/{id}- Get specific treePOST /api/v1/trees- Create tree (engineer/admin)PUT /api/v1/trees/{id}- Update tree (engineer/admin)DELETE /api/v1/trees/{id}- Delete tree (admin)
Sessions
GET /api/v1/sessions- List user's sessionsGET /api/v1/sessions/{id}- Get specific sessionPOST /api/v1/sessions- Start new sessionPUT /api/v1/sessions/{id}- Update sessionPOST /api/v1/sessions/{id}/complete- Complete sessionPOST /api/v1/sessions/{id}/export- Export session
Development
Create new migration
alembic revision --autogenerate -m "description"
Run migrations
alembic upgrade head
Rollback migration
alembic downgrade -1
Project Structure
backend/
├── alembic/ # Database migrations
│ └── versions/
├── app/
│ ├── api/
│ │ ├── endpoints/ # API route handlers
│ │ ├── deps.py # Dependencies (auth, etc.)
│ │ └── router.py # Main router
│ ├── core/
│ │ ├── config.py # Settings
│ │ ├── database.py # DB connection
│ │ └── security.py # JWT, password hashing
│ ├── models/ # SQLAlchemy models
│ ├── schemas/ # Pydantic schemas
│ └── main.py # FastAPI app
├── tests/
├── alembic.ini
├── docker-compose.yml
├── requirements.txt
└── README.md