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assafelovic/gpt-researcher

⭐ 29433 Python repository created 2023-05-12

GPT Researcher is an autonomous AI agent designed to perform deep, comprehensive research on any topic by leveraging both local documents and web sources. It generates detailed, factual, and unbiased research reports complete with citations, addressing common challenges in manual research such as time consumption, resource intensity, and misinformation. The project integrates advanced AI techniques inspired by recent research papers like Plan-and-Solve and Retrieval-Augmented Generation (RAG) to enhance speed, reliability, and accuracy through parallelized agent workflows. The architecture of GPT Researcher involves a planner agent that formulates research questions and multiple execution agents that gather relevant information from diverse sources. These findings are then aggregated by a publisher agent into a cohesive, well-sourced report. The system supports over 20 different sources to ensure objectivity and reduce bias, and it can generate reports exceeding 2,000 words. It also features smart image scraping, JavaScript-enabled web scraping, and maintains memory and context throughout the research process. GPT Researcher offers extensive customization options to tailor research agents for specific domains or tasks. It supports exporting reports in various formats such as PDF and Word. The project provides a frontend in both lightweight and production-ready versions, making it accessible for different user needs. A notable feature is its integration with the Model Context Protocol (MCP), allowing it to connect with specialized data sources like GitHub repositories, databases, and custom APIs. This hybrid approach enhances data sourcing beyond traditional web search, enabling more comprehensive and specialized research. Additionally, GPT Researcher includes a Deep Research mode that performs recursive, tree-like exploration of topics with configurable depth and breadth, concurrent processing, and smart context management, delivering thorough insights efficiently. Overall, GPT Researcher empowers individuals and organizations by providing accurate, unbiased, and detailed AI-driven research capabilities, significantly reducing the time and effort required for manual research.

https://github.com/assafelovic/gpt-researcher

agentaiapisautomationautonomous-agentautonomous-ai-agentcitationsconcurrent-processingcontext-managementcustomizationdatabasesdeep-researchdeepresearchdetailed-reportsdeterminismdomain-specific-agentsexecution-agentsfrontendgithubgpt-researcherhybrid-researchimage-scrapingjavascript-enabled-scrapingjavascript-enabled-web-scrapinglightweight-frontendllmllmslocal-researchmcpmcp-integrationmcp-servermemory-and-context-managementmisinformationmodel-context-protocolparallelized-agent-workpdfpdf-exportplanner-agentproduction-ready-frontendpublisher-agentpythonrecursive-researchreliabilityreport-exportresearchresearch-reportssearchsmart-context-managementsmart-image-scrapingspeedtree-like-explorationunbiased-reportsweb-researchweb-scrapingwebscrapingwordword-export