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react-pattern

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An autonomous AI research assistant built from scratch using the ReAct (Reasoning + Acting) paradigm. Features a cost-aware multi-LLM routing engine (Gemini 3.1 Flash Lite + Groq LLaMA 3.3 70B) grounded with real-time web execution via the Tavily Search API. Generates downloadable markdown analysis reports and reasoning traces.

  • Updated Jun 2, 2026
  • Python

A comprehensive multi-agent AI system built with LangGraph and Google Gemini. Features specialized agents (Coder, Enhancer, Researcher, Validator), RAG implementation, ReAct pattern, and supervisor orchestration. Includes data analysis, document drafting, and conversational agents with quality validation.

  • Updated Feb 6, 2026
  • Jupyter Notebook

Deep dive into enterprise-grade AI Agents & Advanced RAG. Implementing MCP architecture, hierarchical indexing, query transformation, ReAct loops from scratch, and multi-agent state management.

  • Updated May 24, 2026
  • Python

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