Join the conversation

Join the community of Machine Learners and AI enthusiasts.

Sign Up
SeverianΒ 
posted an update Jul 17
Post
3225
GraphRAG-Ollama-UI

I've been working on a local version of Microsoft's GraphRAG that uses Ollama for everything. It's got a new interactive UI built with Gradio that makes it easier to manage data, run queries, and visualize results. It's not fully featured or set up to harness the entire GraphRAG library yet but it allows you to run all the standard commands for Indexing/Processing and chatting with your graph. Some key features:

Uses local models via Ollama for LLM and embeddings

3D graph visualization of the knowledge graph using Plotly

File management through the UI (upload, view, edit, delete)

Settings management in the interface

Real-time logging for debugging

https://github.com/severian42/GraphRAG-Ollama-UI

This is great @Severian . Why didn't you create a separate module for ollama? I created something similar for ollama, but I realized that soon they are also going to add embeddings via OpenAI compatible API. A generic adapter can be made to choose your model of choice.