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3 changes: 2 additions & 1 deletion README.md
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# Gemini Fullstack LangGraph Quickstart

# Gemini Fullstack LangGraph Quickstart
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These changes introduce a blank line at the top of the file and add a leading space to the main heading. This makes the heading style inconsistent with other headings in the document (e.g., ## Features on line 8, ## Project Structure on line 18, etc.), which do not have a leading space. For consistency and cleaner formatting, it's recommended to remove both the leading blank line and the space before the #.

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# Gemini Fullstack LangGraph Quickstart
# Gemini Fullstack LangGraph Quickstart


This project demonstrates a fullstack application using a React frontend and a LangGraph-powered backend agent. The agent is designed to perform comprehensive research on a user's query by dynamically generating search terms, querying the web using Google Search, reflecting on the results to identify knowledge gaps, and iteratively refining its search until it can provide a well-supported answer with citations. This application serves as an example of building research-augmented conversational AI using LangGraph and Google's Gemini models.

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