Matching Worker

Python worker that normalizes extracted price item names and matches them to the medical services catalog.

Run

uv sync
uv run pytest
uv run python -m app.main

Optional debug API:

uv run uvicorn app.health:app --host 0.0.0.0 --port 8082

Configuration

See .env.example. Key settings:

• DATABASE_URL
• QUEUE_KIND=redis_streams
• REDIS_URL
• AUTO_MATCH_THRESHOLD=0.90
• REVIEW_MATCH_THRESHOLD=0.70
• TOP_N_CANDIDATES=5

Streams

Consumes MatchDocumentItemsRequested from QUEUE_TOPIC_MATCH_ITEMS and publishes item events, ReviewRequired, and ValidateDocumentItemsRequested.