Chat with Your Data Using ChatGPT
Offered By: LinkedIn Learning
Course Description
Overview
Learn how to create a ChatGPT-powered chatbot using LangChain, with a focus on practical applications in data interaction and conversational AI.
Syllabus
Introduction
- Introduction to ChatGPT and LangChain
- Review the ChatGPT and LangChain project
- Set up GitHub Codespaces and LangChain
- Explore LangChain data loaders
- Load different data types
- Implement document splitting
- Generate embeddings
- Persist data to vector stores
- Challenge: Implement a vector store and load data
- Solution: Implement a vector store and load data
- Understand semantic search
- Perform semantic search
- Challenge: Conduct semantic searching
- Solution: Conduct semantic searching
- Build prompt chains with retrievers
- Preserve conversation history
- Perform question answering
- Challenge: Chat with your data
- Solution: Chat with your data
- Your ChatGPT and LangChain journey
Taught by
Kesha Williams
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