19 dependents
Package Description Downloads/month
A comprehensive Python framework for building and serving conversational AI agen... 15K
Observability, drift detection, and guardrails for agentic workflows — backed by... 6K
PostgreSQL pgvector-based RAG memory system with MCP server 1K
Collective intelligence runtime for AI agents. Knowledge graph + persistent memo... 991
Helix: Temporal GraphRAG combining LightRAG and Graphiti for time-aware knowledg... 875
Universal plug-and-play memory engine for AI agents. Built on Graphiti's tempora... 820
A python module library that simplifies RAG through abstraction 519
Autonomous Data Incident Root Cause Analysis Agent 409
MCP Server for Graphiti memory and document chunking with intelligent Markdown p... 361
Graphiti MCP Server 224
Graphiti-based memory MCP Server with Ollama support 170
Knowledge graph memory skill for haiku.skills using Graphiti and FalkorDB 165
forked graphiti-memory mcp server 164
Agent universal memory layer — powered by Graphiti 144
HelixRAG: Retrieval-Augmented Generation with Graphiti-powered Knowledge Graphs 142
Graphiti MCP Server 110
LangChain integration for the Graphiti knowledge graph system. 102
Obsidian plugin and MCP server for GraphRAG - MegaMem 99
A library for context-aware conversational AI using graph databases 71