Ryan Malloy
317f74b33b
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
58 lines
1.2 KiB
Makefile
58 lines
1.2 KiB
Makefile
.PHONY: dev prod build logs down clean restart migrate ingest shell status
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.DEFAULT_GOAL := dev
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# Development mode with hot reload
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dev:
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@echo "Starting pg_orrery Search in development mode..."
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docker compose --profile dev up -d --build
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@sleep 3
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docker compose logs -f
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# Production mode
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prod:
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@echo "Starting pg_orrery Search in production mode..."
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docker compose --profile prod up -d --build
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@sleep 3
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docker compose logs -f
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# Build without starting
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build:
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docker compose build
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# View logs
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logs:
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docker compose logs -f
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# Stop containers
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down:
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docker compose down
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# Clean up containers, images, volumes
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clean:
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docker compose down -v --rmi local
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# Restart
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restart: down dev
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# Run database migrations
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migrate:
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docker compose exec api-dev alembic upgrade head
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# Run content ingestion
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ingest:
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docker compose exec api-dev python -m orrery_search.ingest
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# Shell into running API container
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shell:
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docker compose exec api-dev bash
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# Check vectorizer status
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status:
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docker compose exec db psql -U orrery -d orrery_search -c "SELECT * FROM ai.vectorizer_status;"
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# Test search
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test-search:
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@echo "Testing search API..."
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curl -s "https://$$(grep DOMAIN .env | cut -d= -f2)/api/search?q=satellite+tracking" | python3 -m json.tool
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