RAG Engineering

Agent Development Kit (ADK) view of the agent

Beyond RAG: Building an AI Agent That Explores Documents Like a Human 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.

Enhancing LLM Agent Reliability with Corrective RAG and 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.