{"repo":"JLX0/auto_research","free":true,"listed":false,"github":"https://github.com/JLX0/auto_research","clone":"git clone https://github.com/JLX0/auto_research.git","description":"Assist academic research with LLMs etc.","language":"Python","stars":40,"topics":["automation","autonomous-agents","computer-science","llms","maching-learning","research"],"license":"MIT","category":"ai-agents","readme_excerpt":"Currently under active development - Currently, mainly targets computer science research, especially machine learning research. - More functionalities will be added soon. - Example usage and API documentation are available. Introduction Auto-Research is a framework designed to simplify and accelerate academic research tasks. It offers a modular and extensible architecture to help researchers, developers, and academics efficiently search, organize, summarize, and analyze academic papers. See home page for API documentation and detailed examples See this Google Colab notebook for an installation-free quick demo While there are many existing tools for research automation. But here are the key distinctions and advantages of AutoResearch: - No additional API keys besides LLM API keys are required (No API keys, such as Semantic Scholar keys, are needed for literature search and downloading papers) - Support multiple search keywords for one inquiry. - Rank the papers based on their impacts, and consider the most important papers first. - Fast literature search process. It only takes about 3 seconds to automatically download a paper. - Python code-base, which enables convenient deployment, such as Google Colab notebook, as well as efficient integration with other ML-based tools, such as other LLM agents - API documentation is available Requirements OS: Linux-based Python: = 3.10 Installation git clone https://github.com/JLX0/auto research cd auto research pip install . Quick Start Fi","default_branch":null,"files":null,"tree":[],"storefront":"/r/JLX0","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/JLX0/auto_research/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}