AI Applications # 4 Deep Dive in Data Store and OOB RAG

Описание: Curious how Google Cloud’s AI Applications simplify the most complex parts of building a Retrieval-Augmented Generation (RAG) system? This deep dive reveals how Out-of-the-Box RAG works—and why it’s a game-changer for enterprise-grade Gen AI apps.
🔍 What you’ll learn:
Why data preparation is the hardest part of building RAG
How AI Applications handle messy PDFs, OCR, and contextual chunking
How query cleaning, semantic retrieval, and ranking work at runtime
End-to-end automation of ETL, embedding, indexing, and response generation

👉 New to AI Applications? Watch these foundational videos first:
AI Applications # 1 AI Applications and Use Cases
   • AI Applications # 1   AI Applications and ...  
AI Applications # 2 Data Stores
   • AI Applications # 2   Data Stores  
AI Applications # 3 Semantic Retrieval, RAG and Data Store Automation
   • AI Applications # 3   Semantic Retrieval, ...  

#OutOfTheBoxRAG #DataStore #GenAI #GoogleCloud #VertexAI #EnterpriseAI #GoogleCloudAIInsights #VertexAISearchApps