pg_orrery/search/Dockerfile.db
Ryan Malloy 317f74b33b Add search backend: FastAPI + FastMCP + pgvector for docs Q&A and live SQL
Search stack replicates the Hamilton site pattern with pg_orrery-specific
additions:

- FastAPI REST API (chat SSE streaming, semantic search, health check)
- FastMCP server at /mcp with doc search and live SQL query tools
- pgvector + pgai vectorizer for 1024-dim document embeddings
- Hybrid search (semantic cosine + text ILIKE with pg_trgm GIN)
- Dual LLM backend: self-hosted qwen3 via GPU gateway or Anthropic Claude
- Live read-only pg_orrery SQL execution with safety guardrails
  (SELECT-only validation, read-only transaction, 5s timeout, 100-row cap)
- Convenience MCP tools: planet_position, sky_survey, satellite_pass
- MDX content ingestion from docs/src/content/docs/ (50 pages)
- Docker Compose: pg_orrery+pgvector DB, pgai, vectorizer-worker, API
- Alembic async migrations, Makefile, .env.example
2026-03-01 15:42:14 -07:00

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Docker

# pg_orrery + pgvector: celestial mechanics + vector search in one database
FROM git.supported.systems/warehack.ing/pg_orrery:pg17
RUN apt-get update && apt-get install -y --no-install-recommends \
postgresql-17-pgvector \
&& rm -rf /var/lib/apt/lists/*
COPY docker/030_install_extensions.sh /docker-entrypoint-initdb.d/