Local GraphRAG + Langchain + local llm = Easy AI/Chat for your Docs
#llm #chatgpt #ai #coding #chatbot #graphrag #programming #rag
In this video, I have a super quick tutorial showing you how to create an AI for your PDF with local GraphRag, Langchain, and local LLM to make a powerful Agent Chatbot for your business or personal use.
GraphRAG is an RAG that combines knowledge graph and generative AI technology to answer inquiries that were difficult to handle with conventional RAGs.
Timestamp:
00:00 - Why do we build a local graph
00:48 - Chatbot Demo
02:31 - let's coding
04:10 - KnowledgeGraph
10:59 - visualizer
11:52 - Streamlit
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[Must Watch]
RAG: • Video
[Link Used]
Paper: https://arxiv.org/abs/2405.16506