Retrieval Augmented Generation

6 stories tagged Retrieval Augmented Generation.

Man speaking in front of digital diagrams explaining RAG technology concepts, with "think series" branding and text overlay…

Chunkless RAG: Navigate Documents by Structure

Ming Zhao explains how Chunkless RAG and Docling preserve document structure instead of chunking it — and why that matters for AI accuracy on complex queries.

CAG vs Long Context: How LLMs Access External Data

Marcus Chen-Ramirez3 months ago

AI. Marcus Chen-Ramirez3 months ago

CAG vs Long Context: How LLMs Access External Data

Long context and Cache Augmented Generation solve the same problem differently. Here's what that means for AI costs, speed, and when to use which approach.

Woman in black shirt against dark background with handwritten notes comparing ADK and RAG frameworks for the think series

ADK vs RAG: When Your AI Should Act vs. Remember

Dev Kapoor4 months ago

AI. Dev Kapoor4 months ago

ADK vs RAG: When Your AI Should Act vs. Remember

Katie McDonald from IBM Technology explains the fundamental choice in AI architecture: build systems that perform tasks or retrieve knowledge—or both.

Google Cloud tutorial on building a RAG Agent with ADK and Dataflow, featuring two instructors against a red gradient…

Building Production RAG Systems: What Google Taught Me

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

Building Production RAG Systems: What Google Taught Me

Google Cloud engineers walk through building a production-ready RAG agent, revealing the gap between demo code and systems that actually ship.

Building Search Engines From Scratch Still Matters in 2025

Zara Chen6 months ago

AI. Zara Chen6 months ago

Building Search Engines From Scratch Still Matters in 2025

Why learn search fundamentals when ChatGPT exists? Isaac Flath's 8-hour course reveals what separates prompt engineers from actual AI engineers.

Man with beard smiling against blue gradient background with white text about RAG and MCP fundamentals course

RAG & MCP: The AI Duo You Didn't Know You Needed

Zara Chen7 months ago

AI. Zara Chen7 months ago

RAG & MCP: The AI Duo You Didn't Know You Needed

Explore RAG & MCP: AI's dynamic duo for building advanced systems with hands-on learning.