What is ResearchGPT?
ResearchGPT is a powerful LLM-based research assistant that revolutionizes the way you interact with academic papers. Built on a FastAPI backend, it provides a clean, intuitive interface for engaging in natural language conversations with any PDF document. Whether you have a link to an online PDF or a local file, ResearchGPT extracts the text, generates embeddings, and leverages the OpenAI API to answer your questions with contextually relevant responses. Each answer includes a source citation and page number, ensuring transparency and verifiability.
Key features include support for both online and uploaded PDFs, seamless integration with OpenAI's language models, and local storage of embeddings using Redis for efficient retrieval. The tool is ideal for researchers, students, and professionals who need to quickly extract insights from lengthy papers without reading every page. Use cases include literature reviews, fact-checking, summarizing complex sections, and preparing for discussions or presentations.
Technical details: ResearchGPT requires an OpenAI API key set as an environment variable and a local Redis instance for embedding storage. Installation is straightforward, with clear instructions for macOS and Windows. The project is open-source under the MIT license, encouraging community contributions and customization. The live demo at dara.chat showcases additional features like multi-paper conversations and advanced query handling.
With its ability to provide accurate, sourced answers, ResearchGPT saves time and enhances comprehension, making it an indispensable tool for anyone working with research papers. Its modular design allows for easy extension, and the developer actively welcomes collaboration via email or Twitter.
Use Cases
Key Features
PDF text extraction natural language conversations source citation with page numbers online PDF support local file upload embedding generation Redis based storage OpenAI API integrationWho is it for?
researchers, students, academics, professionals, literature reviewers, fact, checkers
