Build RAG and Text2SQL AI Applications with OpenAI

Lab Description

In this lab, you will learn how to: Use TiDB Serverless as a storage layer for AI applications; Generate and utilize Embeddings with OpenAI models; Perform Retrieval-Augmented Generation (RAG) to retrieve information from large datasets; Build a Text-to-SQL AI application that translates natural language into SQL queries and executes them on TiDB Serverless; Develop interactive AI applications with Streamlit, integrating database operations, vector search, and LLM capabilities to create practical tools.