On this video, I’ve an excellent fast tutorial for you exhibiting learn how to create a completely native chatbot with LangGraph, Corrective RAG and RAG Fusion to make a strong Agent Chatbot for what you are promoting or private use.
One of many considerations with fashionable AI chatbots is their hallucinations This implies they may give solutions which are fallacious or made-up.
So I made a decision to provide it a shot and mix Corrective RAG with Rag Fusion
Corrective Rag is a technique to unravel the issue of poor technology when an incorrect search is carried out in RAG.
Rag Fusion is a way that generates a number of queries associated to the enter question, performs a vector search on every of them, reranks the ensuing chunks, and passes the highest chunks to LLM as context.
When you discover this tutorial useful and want to add Corrective Rag and Rag Fusion to your Chatbot, I’ve listed the script on Patreon for simply 5$ USD if you wish to save your self a while and assist me enhance my content material.
if you wish to know extra about Corrective Rag and Rag Fusion, you may examine my two videos 1 and video 2 the place I clarify Corrective Rag and Rag Fusion in additional particulars
