https://github.com/ultrarepo/ultrarag

UltraRAG is an open-source Knowledge Graph (KG) based Graph RAG system designed specifically for use with enterprise private AI systems for AI Reasoning (AIR).

Last synced: 09 Apr 2025

https://github.com/ultrarepo/uingest

MCP tool to ingest massive repos of structured code, docs and data.

Last synced: 14 May 2025

https://github.com/ultrarepo/ultrakg

UltraKG is a Knowledge Graph (KG) Engine for Graph Rag systems. Based on OWL2 and RDF, UltraKG provides persistent KG resources for full semantic web compatibility. UltraKG can be run on any cloud, on prem or locally.

Last synced: 01 Apr 2025

https://github.com/ultrarepo/graph-rag

UltraRepo Graph RAG provide AI agent accessible knowledge graphs from code, docs, and data repositories. KGs are generated in Neo4j and accessible via FastAPI and vector DBs. Provides AI agents with better accuracy, scalability, and reasoning over large repos.

docker fastapi graph-rag javascript knowledge-graph neo4j-database neo4j-graph python rag semantic-search symbolic-reasoning vector-search vite

Last synced: 22 Mar 2025

https://github.com/ultrarepo/agent

UltraRepo Agent is a modular AI chat and app panel prototype designed for integration into the UltraRepo architecture as an embeddable JS agent for chat and visualization. Built with vanilla JS and Syncfusion’s EJ2 Chat UI control. Utilizes the UltraRepo AIR stack.

Last synced: 09 Apr 2025

https://github.com/ultrarepo/air

UltraRepo AIR (AI Reasoning & Retrieval) is a Knowledge Graph (KG) based AI RAG and Reasoning system designed for accuracy, consistency and reliability. Targeted at use in enterprises, UltraRepo Air can be deployed in any cloud or privately on local machines.

Last synced: 09 Apr 2025

https://github.com/ultrarepo/ultra-air

UltraAIR (AI Reasoning & Retrieval) is a Knowledge Graph (KG) based AI RAG and Reasoning system designed for accuracy, consistency and reliability. Targeted at use in enterprises, UltraAir can be deployed in any cloud or privately on local machines.

Last synced: 09 Apr 2025