# RManLuo/Awesome-LLM-KG

Awesome papers about unifying LLMs and KGs

Repository: https://github.com/RManLuo/Awesome-LLM-KG
Canonical: https://ross.abutalabs.com/products/awesome-llm-kg
License Family: other
Topics: awsome, chatgpt, gpt-4, kg, knowledge-graph, language-model, large-language-model, llm, survey
Last push: 2025-05-02T02:00:45+00:00

## Health v2 (maintenance only)
Score: 38/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 19, release rhythm 35, longevity 84
- inputs: {"age_days": 1183, "days_push": 489, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2613, forks 179 (observed 2026-08-28T04:07:04.493900+00:00)

## What it is
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
- artifact type: learning-resource
- maturity: active
- function: documentation, rag, nlp
- domain: large-language-models, artificial-intelligence, awesome-lists, tutorials
- platform: -
- tags: awesome-list, knowledge-graph, llm, papers, survey, research, natural-language-processing, web-server

## Member repositories
- RManLuo/Awesome-LLM-KG (main) score 38

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:04.493900+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:20:38.019045+00:00, confidence not recorded.
  - readme: https://github.com/RManLuo/Awesome-LLM-KG (fetched 2026-08-28T04:07:04.493900+00:00, sha 6076845918ec)
- Data as of 2026-08-30T08:39:29.467469+00:00.