Navigate the generative AI app guide

Use this page to navigate through the generative AI app guide, formerly called the AI cookbook. Follow it from end-to-end, or jump into an area that interests you.

Introduction

Introduction to generative AI apps on Databricks

• Key challenges in building gen AI apps
• Mosaic AI capabilities for generative AI apps
• Agent system design patterns

Gen AI app quickstart

Get started with Databricks AI agents

Develop gen AI apps

• Generative AI app developer workflow
• Build an unstructured data pipeline for RAG

Learn about RAG and gen AI apps

• Unstructured RAG quality tuning
• Introduction to RAG
  • Data pipeline
  • RAG chain for inference
  • Evaluation and monitoring
  • Improve gen AI app quality
  • Improve RAG chain quality
  • 'Define quality: Evaluation sets'
  • Assess performance
  • Evaluation tools infrastructure
  • Governance and LLMOps