Have links with Perplexity.ai (http://perplexity.ai/) The same performance as Pro. Users can easily deploy it to build their own search engines, using closed-source LLMs (such as GPT, Claude) or open-source LLMs (such as InternLM2.5- 7b-chat).
MindSearch is a system developed by the Shanghai Artificial Intelligence Laboratory based on the combination of the Large Language Model (LLM) and search engine, designed to imitate the process of humans finding and integrating information on the Internet. Performance is comparable to that of Perplexity.ai Pro and can handle long context information for more than 300 web pages. And it’s open source, so you can easily deploy it to build your own search engine.
It has the following characteristics:
Anything you want to know: MindSearch uses search to solve all the problems you encounter in life
In-depth knowledge exploration: MindSearch provides broader and deeper answers through browsing hundreds of web pages
Transparent solution path: MindSearch provides complete content such as thinking paths and search keywords to improve the credibility and usability of responses.
Multiple user interfaces: Provides users with a variety of interfaces, including React, Gradio, Streamlit, and local debugging. Select any type as needed.
Dynamic graph construction process: MindSearch decomposes user queries into sub-problem nodes in the graph, and gradually expands the graph based on WebSearcher’s search results.
MindSearch and other artificial intelligence search engines
Compare human preferences based on the depth, breadth and authenticity of responses generated by ChatGPT-Web, Perplexity.ai (Pro) and MindSearch. The results were obtained based on 100 artificially designed real-world questions and evaluated by 5 human experts *.
If you want to learn more, you can click on the link below the video.
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Github：https://github.com/InternLM/MindSearch
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