Retrieval-augmented docs ingestion stack: Firecrawl + Crawl4AI + Qdrant vector search with FastAPI and MCP interfaces for AI engineers.
Latest release v0.1.0 — AI Docs v0.1.0 · 13 Jul 2026
1 file for Codex and OpenCode: ai-docs-vector-db-hybrid-scraper AGENTS.md — 1,072 tokens loaded in every session.
AGENTS.md A 1,072 tok These files are BjornMelin/ai-docs-vector-db-hybrid-scraper's own configuration — they tell Codex and OpenCode how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.