ai-docs-vector-db-hybrid-scraper
Retrieval-augmented docs ingestion stack: Firecrawl + Crawl4AI + Qdrant vector search with FastAPI and MCP interfaces for AI engineers.
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10Stars
Mar 22, 2026Last Scanned
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