Building GraphRAG with ollama

Mon, 02 Dec 2024 00:00:00 +0000

Introduction

It has already been a week since I created the knowledge graph in my local environment and started building the GraphRAG environment. It is finally in a decent working condition. This post is a summary of GraphRAC using Ollama and neo4j that I built in my local environment.

Running LLMs in a local environment using ollama

Fri, 22 Nov 2024 00:00:00 +0000

Motivation

In this post, I mentioned that the LLMs that can build knowledge graphs are OpenAI and Mistral (via API). On the Internet, I have seen examples of GraphRAG environments being built using ollama, as in this post.

I would like to try to build a knowledge graph using LLM in a local environment. In this post, I will summarize the process of installing ollama.

Gemma2 on akenji's lab

Building GraphRAG with ollama

Introduction

Running LLMs in a local environment using ollama

Motivation