jxzhangjhu/Awesome-LLM-RAG resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1343 stars · 94 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 advanced papers, tutorials, workshops, and resources on Retrieval Augmented Generation (RAG) in Large Language Models. It organizes research by topics such as RAG embeddings, evaluation, optimization, and applications.

Use cases

• find research papers on retrieval augmented generation
• learn about RAG techniques for LLMs
• survey the state of the art in RAG embeddings
• find RAG evaluation and benchmarking papers
• discover tutorials and workshops on building RAG systems
• keep up with new RAG research via community updates

When to choose

• you are a researcher or engineer surveying RAG literature
• you want a curated, categorized reading list on retrieval-augmented generation
• you need references for RAG evaluation, optimization, or long-context memory

When to avoid

• you need runnable RAG software or a framework rather than papers
• you want production tooling for building a RAG pipeline
• you need guaranteed up-to-date or peer-reviewed content

Facets

learning-resource · maturity active

rag nlp llm-inference search-engine large-language-models machine-learning awesome-lists awesome-list curated-papers research-papers embeddings retrieval tutorials retrieval-augmented-generation natural-language-processing web-server

Member repositories

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