Claude 3 Opus RAG Chatbot (Full Walkthrough)

Published: 15 March 2024
on channel: James Briggs
13,438
250

Claude 3 Opus is a state-of-the-art (SOTA) LLM from Anthropic. In this walkthrough, we'll see how to use Claude 3 Opus as a conversational AI agent with LangChain v1, using a Retrieval Augmented Generation (RAG) tool powered by Voyage AI embeddings and the Pinecone vector database.

Putting all of these together, we have an extremely accurate AI RAG conversational agent.

📌 Code:
https://github.com/pinecone-io/exampl...

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👋🏼 AI Consulting:
https://aurelio.ai

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00:00 Claude 3 AI Agent in LangChain
00:33 Finding Claude 3 RAG Code
01:35 Using Voyage AI Embeddings
02:25 Using Pinecone Knowledge Base for RAG
03:55 Claude 3 AI Agent Setup
09:19 Using Claude 3 Agent
10:17 Adding Conversational Memory
12:32 Testing Claude 3 Agent with Memory
14:40 Final Thoughts on AI Agents and Anthropic

#ai #claude3 #artificialintelligence #anthropic #nlp #chatbot #langchain


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