Building Intelligent Research Agents: Gemini and LangGraph Power Dynamic Search Iteration

Building a Full-Stack Research Agent with Gemini and LangGraph Implementing Dynamic Search + Knowledge Iteration for Intelligent Q&A Systems Have you ever faced this scenario? When researching complex topics, traditional search engines return fragmented information. You manually sift through sources, verify accuracy, and piece together insights—a time-consuming process. This open-source solution using Google Gemini and LangGraph automates dynamic search → knowledge iteration → trusted answers with full citation support. This guide explores a full-stack implementation covering: ✅ Zero-to-production deployment with React + LangGraph ✅ The 7-step workflow of research agents ✅ Docker deployment for production environments ✅ Troubleshooting common issues …