Hands-On Generative AI: Applying Your Tabular Data With ChatGPT, GPT-4, and LangChain

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What you’ll find in this course:

• In-depth tutorials on integrating ChatGPT and GPT-4 with your data.
• Practical examples and case studies to illustrate the use of LangChain.
• Interactive exercises to apply your learning in real-world scenarios.
• Insights into how AI can transform data handling and analysis.

Table of Content

• Talk to your data using GPT models and LangChain
• Introduction to course materials
• Setting Up the Development Environment
• Loading Data into LangChain
• Split documents into smaller chunks
• Vectorstores and Embedding
• Retrieve relevant chunks
• RAG for Question Answering
• Custom Prompt Template
• Entity Detection and Recognition
• Output in structured data
• Sentiment Analysis