Graphrag Python Packages

graphifyy

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

neo4j-graphrag

Neo4j GraphRAG for Python

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.

lightrag-hku

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

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-agent (renamed from drydock-cli).

graphrag

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

graphrag-llm

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

graphrag-common

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

graphrag-vectors

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

graphrag-cache

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

graphrag-storage

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

graphrag-input

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

graphrag-chunking

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

brainpalace-rag

Vector Graph RAG for code & docs with Persistent Chat-Session Memory — BM25 (multi-lang), AST chunking. Hybrid, Compute, Scan, Timeline, Absence, Salience. Graph with temporal knowledge. Chat summarisation + verbatim copy + free scan. Git indexing. CLI, MCP and Claude Code plugin. Ollama or cloud LLMs. Web Dashboard.

brainpalace-cli

Vector Graph RAG for code & docs with Persistent Chat-Session Memory — BM25 (multi-lang), AST chunking. Hybrid, Compute, Scan, Timeline, Absence, Salience. Graph with temporal knowledge. Chat summarisation + verbatim copy + free scan. Git indexing. CLI, MCP and Claude Code plugin. Ollama or cloud LLMs. Web Dashboard.

graphrag-sdk

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

namidb

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

neug

High-performance embedded graph database for analytics and real-time transactions

memorised-them-all

Give any AI assistant a private, token-free memory of your files — Claude, Gemini, Cursor, VS Code, Windsurf, Codex & Grok. Converts attachments (PDF/Office/EPUB/archives) to Markdown and builds a searchable knowledge-graph memory to recall from. 100% local, deterministic, model-free (no LLM/GPU). Incremental & portable; English + Bengali. MIT.

dagayn

Fork of code-review-graph with first-class Terraform support powered by treesitter-tf

cognitx-codegraph

🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, React into Neo4j and query architecture in Cypher

axon-rag

Local-first RAG engine with cited answers from your own docs. GraphRAG, sealed sharing, MCP-native, VS Code Copilot integration. Nothing leaves your machine.

drydock-agent

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

pg-raggraph

PostgreSQL-native GraphRAG. Vector search, full-text, and knowledge-graph traversal in a single SQL query. No Neo4j. No Pinecone. No AGE.