lizhe2004/Awesome-LLM-RAG-Application resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1650 stars · 114 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of resources for building LLM applications using the RAG (Retrieval-Augmented Generation) pattern. It collects papers, open-source tools, frameworks, evaluation methods, courses, and enterprise practices related to RAG and agentic deep research.

Use cases

• find open-source RAG frameworks
• learn how to build a RAG application
• find papers on retrieval-augmented generation
• compare RAG evaluation frameworks
• learn about GraphRAG and agentic RAG
• find embedding and reranking tools
• study enterprise RAG knowledge base practices

When to choose

• you are researching or learning RAG techniques and want a curated starting point
• you need to survey tools for retrieval, reranking, evaluation, or LLM serving
• you want recent papers on agentic RAG and deep research agents

When to avoid

• you need a runnable RAG implementation rather than a resource list
• you want a maintained software library with a license and releases

Facets

learning-resource · maturity active

rag llm-inference prompt-engineering agent-framework search-engine large-language-models artificial-intelligence awesome-lists tutorials python cross-platform awesome-list rag-frameworks papers deep-research graphrag evaluation embeddings reranking retrieval-augmented-generation ai-agents web-server

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markdown · JSON · MCP: product_card(name="lizhe2004/Awesome-LLM-RAG-Application")