RAG Engineering

Agent Development Kit (ADK) view of the agent

Agentic File Query: An AI Agent That Reads Documents Like a Researcher

A deep dive into Agentic File Query — an AI-powered document search built with Google ADK, Gemini, and Docling. Instead of traditional RAG, the agent uses a three-phase Scan → Deep Dive → Backtrack strategy to intelligently navigate document folders and produce cited answers.

Corrective RAG Agent: Self-Checking Answers with OpenEvals

Learn how combining Corrective RAG and OpenEvals enables LLM agents to verify their sources and answers, resulting in more accurate and reliable AI responses.