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Research Agent

Research Agent

Description

Autonomous AI Research Agent

🚀 Multi-Agent Orchestration with LangGraph

Research Agent is an advanced AI system designed to automate complex research and information synthesis from multiple, heterogeneous sources.

  • Multi-Source Exploration: Using Searxng for exhaustive and privacy-respecting web search.
  • Content Extraction: Integration of Crawl4AI for clean extraction of web content and documents.
  • Visual Analysis: Capability for visual document analysis (PDFs, images) to extract rich contextual information.
  • Sourced Synthesis: Generation of detailed answers with precise citations of original sources to ensure reliability.

🛠️ Architecture and Technologies

  • Architecture: LangGraph for robust state management and research cycles.
  • Protocols: Using MCP (Model Context Protocol) for fluid interaction with tools and data.
  • LLM: Support for state-of-the-art models for reasoning and synthesis.

Technologies

LangGraphPythonMulti-AgentSearxngCrawl4AILLMMCP

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