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gpt-researcher: Autonomous Agent for Deep Research

GPT Researcher conducts comprehensive, unbiased research using LLMs, addressing misinformation and extending report length beyond token limits. It enables detailed reports with citations and image generation.
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GPT Researcher is an open-source agent designed for conducting in-depth research on diverse topics. It leverages a planner-execution agent architecture, inspired by Plan-and-Solve and RAG papers, to generate comprehensive, factually grounded reports. This tool addresses limitations of current LLMs like outdated information, token constraints, and potential biases in web sources. The core functionality focuses on generating research reports from web and local data.

  • Comprehensive Reporting: Generates detailed research reports with citations, exceeding 2,000 words.

  • Image Generation: Utilizes Gemini (Nano Banana) to generate inline images for illustrations.

  • Multi-Source Aggregation: Aggregates information from over 20 sources to ensure objective conclusions.

  • Flexible Output: Supports PDF, Word, and other formats for report export.

  • Customization: Offers multiple configuration options for tailoring the agent to specific research domains.

  • Web & Local Research: Processes data from both web sources and local documents.

  • Multi-Agent Architecture: Employs planner and execution agents for structured research workflows.

  • Context Persistence: Maintains memory and context throughout the research process.

  • API Integration: Supports various LLM providers and external tools like Tavily and MCP.

  • Extensible: Designed for easy customization and integration with custom data sources.

The project is actively maintained with recent commits and a growing community. Documentation is comprehensive and includes examples, installation guides, and API references. The project demonstrates stable performance and an increasing number of users, indicating a healthy and evolving ecosystem. Regular updates and bug fixes suggest ongoing development and support.

GPT Researcher benefits researchers, analysts, and anyone needing accurate and unbiased information. It addresses time-consuming manual research processes and the limitations of existing LLMs. The tool is valuable for generating detailed reports, supporting data-driven decision-making, and reducing the risk of misinformation by aggregating information from multiple authoritative sources.

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Created
3 years ago
Commit
18 days ago
License
APACHE-2.0
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Updated 6 days ago

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