Research and write from your own sources

Tool

LLM Graph Builder

MemoryData Wrangling

neo4j-labs

Turns unstructured documents, media, and web pages into a Neo4j knowledge graph using LLMs, with graph-aware chat over the result

knowledge-graphneo4jraglangchain

Tool

Beever Atlas

MemoryConnectors

Beever-AI

What if your AI agent could carry its entire knowledge base as a single versioned artifact … built with a powerful model

ragknowledge-graphslackdiscord

Tool

Metronix Memory

Memory

mtrnix

Metronix Memory is a self-hosted memory backend for agents over MCP: ingest files and Saa...

ragknowledge-graphlocal-firstollama

Tool

Healthy Diet AI Agent

Memory

archie0732

Bun and TypeScript backend for nutrition chat, food-image analysis, and RAG document retrieval

raglangchainknowledge-graphnutrition

Tool

AutoFlow

DeploymentMemory

pingcap

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.a

knowledge-graphraggraphragtidb

Tool

Sift Kg

Research

juanceresa

CLI that extracts entities and relationships from documents into a knowledge graph with human-approved deduplication

knowledge-graphclientity-extractiongraphml

App

LLM Wiki

MemoryResearch

nashsu

LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base.

productivityknowledge-basevector-dbknowledge-graphdocument-processing

VeritasGraph

MemoryDeploymentResearch

Governed on-prem GraphRAG & AI agents with verifiable proof

graphraglocal-firstollamaknowledge-graph