Langchain + Graph RAG + GPT-4o Python Project: Easy AI/Chat for your Website

Author(s): Gao Dalie (高達烈)

Originally published on Towards AI.

This is Graph and I have a super quick tutorial showing how to create a fully local chatbot with Langchain, Graph RAG and GPT-4o to make a powerful Agent Chatbot for your business or personal use.

GraphRAGs are less prone to hallucinate because the knowledge graphs offer more relevant, varied, engaging, coherent, and reliable data to the LLM, ultimately leading to accurate and factual text generation.

if this project sounds complex or difficult for you, then don’t worry because it’s a lot easier than you think.

we’re going to take a close look at GraphRAG, how the Graph Retrieval-Augmented Generation process works, and why GraphRAG can be better than vector databases. if you want, you can skip to the Graph Rag part or you can stick around and learn the core concepts of Graph Rag before we start! 🦸🏻‍♀️

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Well, to answer that is a technology that represents the relevance of information in a graph and can perform information searches and generate answers based on… Read the full blog for free on Medium.

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Published via Towards AI