Building Generative AI Apps to Talk to Your Data
Completed by Jason Chletsos
April 26, 2026
5 hours (approximately)
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What you will learn
Understand techniques for interacting with data including Text-to-SQL, RAG, and hybrid search—and when to use each
How to build a high quality, up-to-date RAG using Cortex Search
How to build text-to-SQL applications using Cortex Analyst that answer questions from structured data in natural language
How to build a frontend for your RAG and Text to SQL applications using Streamlit
Skills you will gain
- Category: Embeddings
- Category: LLM Application
- Category: Front-End Web Development
- Category: Natural Language Processing
- Category: Unstructured Data
- Category: Data Pipelines
- Category: Retrieval-Augmented Generation
- Category: Application Deployment
- Category: Generative AI
- Category: Application Development
- Category: User Interface (UI)
- Category: Large Language Modeling
