RManLuo/Awesome-LLM-KG resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2613 stars · 179 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 papers and resources on unifying large language models with knowledge graphs. It tracks research on KG construction, KG-enhanced LLM reasoning, and LLM-enhanced KG reasoning.

Use cases

• find papers on combining llms and knowledge graphs
• research kg-enhanced llm reasoning
• survey of knowledge graph and large language model integration
• learn how to build knowledge graphs with llms
• find rag approaches using knowledge graphs
• stay updated on graph foundation model research

When to choose

• you need a curated reading list on LLM-KG unification
• you are surveying academic work on knowledge graphs and LLMs
• you want pointers to related code like GFM-RAG

When to avoid

• you need runnable software rather than a paper collection
• you want production tooling for knowledge graph construction
• you need a maintained library with an API

Facets

learning-resource · maturity active

documentation rag nlp large-language-models artificial-intelligence awesome-lists tutorials awesome-list knowledge-graph llm papers survey research natural-language-processing web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="RManLuo/Awesome-LLM-KG")