# 1517005260/graph-rag-agent

<https://repo.masters-masters.com/en/repos/1517005260/graph-rag-agent>

[Home](https://repo.masters-masters.com/en) › [1517005260](https://repo.masters-masters.com/en/owners/1517005260) › [graph-rag-agent](https://repo.masters-masters.com/en/repos/1517005260/graph-rag-agent)

1517005260/graph-rag-agent has 2,355 stars on GitHub. Its RepoMasters card: RC tier. 拼好RAG：手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索；整合DeepSe…

| Field | Value |
| --- | --- |
| Owner | [1517005260](https://repo.masters-masters.com/en/owners/1517005260) |
| Stars | 2,355 |
| Forks | 321 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | MIT |
| Created | 2025 |
| Topics | deepresearch, deepsearch, evaluation, graphrag, lightrag, reasoning, kg, agentic-rag, chain-of-exploration, graphsearch |
| Tier | [RC (2,000 to 4,999 ★)](https://repo.masters-masters.com/en/ranks/blockbuster) |
| View on GitHub | [1517005260/graph-rag-agent](https://github.com/1517005260/graph-rag-agent) |

## Repository

拼好RAG：手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索；整合DeepSearch技术实现私域RAG的推理；自制针对GraphRAG的评估框架\| Integrate GraphRAG, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construction and search. Combine DeepSearch for private RAG reasoning. Create a custom evaluation framework for…

The tier for repos with 2,000 to 4,999 ★. Published odds per card pulled: 3%. Rarity: Epic.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.