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Graphrag Python Packages

Python packages with the GitHub topic graphrag. Sorted by monthly downloads, with stars and forks.
Graphify-Labs
graphifyy

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

1.6M 125K 12K
tirth8205
code-review-graph

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

315K 32K 3K
neo4j
neo4j-graphrag

Neo4j GraphRAG for Python

302K 1K 250
HKUDS
lightrag-hku

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

130K 40K 6K
microsoft
graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

55K 36K 4K
microsoft
graphrag-llm

A modular graph-based Retrieval-Augmented Generation (RAG) system

34K 36K 4K
microsoft
graphrag-common

A modular graph-based Retrieval-Augmented Generation (RAG) system

34K 36K 4K
microsoft
graphrag-storage

A modular graph-based Retrieval-Augmented Generation (RAG) system

33K 36K 4K
microsoft
graphrag-vectors

A modular graph-based Retrieval-Augmented Generation (RAG) system

33K 36K 4K
microsoft
graphrag-input

A modular graph-based Retrieval-Augmented Generation (RAG) system

33K 36K 4K
microsoft
graphrag-cache

A modular graph-based Retrieval-Augmented Generation (RAG) system

33K 36K 4K
microsoft
graphrag-chunking

A modular graph-based Retrieval-Augmented Generation (RAG) system

33K 36K 4K
trustgraph-ai
trustgraph-base

The Semantic Intelligence Layer for Ontologies

18K 3K 334
trustgraph-ai
trustgraph-embeddings-hf

The Semantic Intelligence Layer for Ontologies

15K 3K 334
FalkorDB
graphrag-sdk

Build fast and accurate GenAI apps with GraphRAG SDK at scale 🌟

14K 1K 141
trustgraph-ai
trustgraph-flow

The Semantic Intelligence Layer for Ontologies

13K 3K 334
trustgraph-ai
trustgraph-cli

The Semantic Intelligence Layer for Ontologies

13K 3K 334
trustgraph-ai
trustgraph

The Semantic Intelligence Layer for Ontologies

12K 3K 334
trustgraph-ai
trustgraph-vertexai

The Semantic Intelligence Layer for Ontologies

12K 3K 334
trustgraph-ai
trustgraph-bedrock

The Semantic Intelligence Layer for Ontologies

11K 3K 334
namidb
namidb

Graph database native to the cloud. Embedded, multi-tenant, built on object storage.

11K 119 10
trustgraph-ai
trustgraph-ocr

The Semantic Intelligence Layer for Ontologies

11K 3K 334
trustgraph-ai
trustgraph-mcp

The Semantic Intelligence Layer for Ontologies

10K 3K 334
fbobe321
drydock-cli

Local-first TUI coding agent for Gemma 4 + llama.cpp. Built-in GraphRAG retrieval and cookbook of domain recipes. Install: pip install drydock-cli.

9K 3 1
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology