Introduction to GPT Researcher
Overview
GPT Researcher is an autonomous agent designed to carry out comprehensive research across web and local resources on various tasks. The agent is capable of producing detailed, factual, and unbiased research reports complete with citations, offering a full range of customization options to cater to different needs. It aims to combat common issues in research such as misinformation, speed, and reliability by drawing inspiration from cutting-edge papers like Plan-and-Solve and RAG.
Key Features
- Detailed Reports: The software can generate in-depth research reports using information gathered from both web and local document sources.
- Smart Image Handling: GPT Researcher can intelligently scrape and filter images to be included in the reports.
- Comprehensive Sources: Gather information from more than 20 different sources to ensure objective conclusions.
- Customizable Frontend: Available in lightweight HTML/CSS/JS versions and more complex production-ready setups using NextJS and Tailwind.
- Continuous Context Management: Maintains memory and context throughout the research process.
- Multiple Export Formats: Reports can be exported in various formats such as PDF and Word documents.
Purpose
GPT Researcher was built to empower both individuals and organizations with access to accurate, impartial, and fact-based information. It aims to overcome common barriers in manual research, including time constraints and outdated information.
How It Works
The core of GPT Researcher is built around 'planner' and 'execution' agents:
- Planner Agent: Generates research questions.
- Execution Agents: Collect information based on these questions.
- Publisher: Compiles all findings into a cohesive research report.
Here’s a basic outline of the process:
- A task-specific agent is created for a given research query.
- This agent generates a range of questions to form an objective standpoint.
- A crawler agent gathers information for each question.
- Summaries are created with tracked sources.
- Summaries are filtered and compiled into a final comprehensive report.
Getting Started
Installation
- Python Installation: Ensure that Python 3.11 or a later version is installed.
- Project Setup: Clone the GPT Researcher project and navigate into the project directory.
- API Keys: Set up necessary API keys (such as OpenAI and Tavily) for the project.
- Dependencies and Execution: Install all required dependencies and start the server using the appropriate commands.
Visit http://localhost:8000 to start using the tool in a local environment.
Live Demos and Tutorials
For those interested in demonstrations and tutorials:
Research on Local Documents
The GPT Researcher can conduct research based on local documents in various formats including PDF, Excel, Word, and more. Users can specify the location of their documents, which the tool will then include in its analysis and reporting.
Conclusion
GPT Researcher is a powerful tool designed for those seeking comprehensive and unbiased research capabilities. Whether for academic, business, or personal use, its structured approach promises speed and accuracy, bringing advanced AI research tools within reach of everyday users.