Retrieval-Augmented Generation. A production-shaped reference stack for grounded chat over your own documents — FastAPI + LangChain agents, Qdrant vector search, and a Next.js 15 frontend with a deterministic calculator tool wired in.
Cross-referenced across 55 tracked directories
#3150
Popularity Rank
1 / 55
Listed In
Emerging
Adoption Stage
11/30/2025
Created
3
GitHub Stars
1
Forks
8/16/2026
Last Commit
Recently added to the ecosystem
Score: 100/100
0 dependency vulnerabilities found
jaggernaut007
Unified MCP server: hybrid search + code graph + semantic memory. 15 tools, <350MB RAM, fully local. No API keys.
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