LinkedIn Learning – Chat with Your Data Using ChatGPT
English | Tutorial | Size: 200.15 MB
Elevate your expertise in AI-driven data analysis and customer interaction and find out how to integrate conversational AI into data interaction with ChatGPT and LangChain. In this hands-on course, distinguished tech leader and innovator Kesha Williams guides you through building a ChatGPT-powered chatbot using LangChain, focusing on key topics like prompt engineering, vector databases, data retrieval, and question answering. By the end of the course, you will understand how to develop complex LLM applications, handle vector databases, and create AI solutions that intelligently interact with and extract insights from diverse data sources.
Learning Objectives:
• Fundamentals of ChatGPT
• Fundamentals and more about LangChain
• Understanding document loading and splitting
• Retrieving data using embeddings and vector stores
• Developing a query-processing workflow
• Tracking the ChatGPT conversation, and data selection
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