Claude 3 Opus RAG Chatbot (Full Walkthrough)

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/examples/blob/master/learn/generation/langchain/v1/claude-3-agent.ipynb 🌲 Subscribe for Latest Articles and Videos: https://www.pinecone.io/newsletter-signup/ 👋🏼 AI Consulting: https://aurelio.ai 👾 Discord: https://discord.gg/c5QtDB9RAP Twitter: https://twitter.com/jamescalam LinkedIn: https://www.linkedin.com/in/jamescalam/ 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