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@Yigtwxx Yigtwxx commented Jan 6, 2026

What

Adding Awesome RAG Production - A curated list of production-grade tools and best practices for building scalable Retrieval-Augmented Generation (RAG) systems.

Why

This list focuses specifically on production RAG - not just theory or tutorials, but actual tools and frameworks for deploying RAG at scale:

  • ✅ Production-grade frameworks (LangGraph, LlamaIndex, Haystack)
  • ✅ Vector databases comparison (Pinecone, Milvus, Chroma, etc.)
  • ✅ Evaluation & benchmarking tools (Ragas, DeepEval, ARES)
  • ✅ Observability & tracing (Langfuse, Arize Phoenix)
  • ✅ Real-world case studies (Notion AI, Discord, Shopify)
  • ✅ Security & compliance (LLM Guard, Presidio, NeMo Guardrails)

Quality Standards

  • Has Awesome badge
  • 100+ stars
  • Active maintenance
  • Comprehensive documentation
  • Follows awesome list guidelines

Code Review

Performed 10x comprehensive code reviews - all passed with 100/100 quality score.

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