MindSearch

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MindSearch is an AI Agents & Automation tool that provides an LLM-based multi-agent framework for web search engine development. It mimics human search behavior to enable deeper AI search capabilities, allowing users to build their own search applications.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is MindSearch?

MindSearch is an open-source, LLM-based multi-agent framework designed for developing web search engines, similar to Perplexity.ai Pro and SearchGPT. It leverages a multi-agent architecture to mimic human search behavior, aiming to elicit deeper and more nuanced AI search capabilities. The tool provides a robust backend with support for various search engines like DuckDuckGo, Bing, Brave, Google, and Tencent, and offers flexible frontend options including React, Gradio, and Streamlit. Users can configure different language models, including InternLM2.5-7b-chat and GPT-4, and deploy asynchronous agents for enhanced performance. MindSearch is ideal for developers and researchers looking to build custom, intelligent search solutions with advanced agent-based functionalities.

Best used for

Ideal for developers and researchers who need to build custom web search engines, experiment with multi-agent AI frameworks, and integrate various search APIs. Especially valuable for those looking to create intelligent search solutions that mimic human-like inquiry and information synthesis.

Common actions

build AI search engine

develop multi-agent systems

integrate web search APIs

customize LLM applications

research AI agents

"AI Agents"github copilotface swappingdeepfakeopen-sourceautomated workflowlow-code/no-codeworkflowscollaboration

Capabilities

Key features

LLM-based multi-agent framework
Supports multiple search engines
Configurable language models
Asynchronous agent deployment
Frontend options (React, Gradio, Streamlit)
Backend interaction script

Target Audience

developerdata scientiststartup founder

Integrations

duckduckgobingbravegoogletencent

Pricing & Plans

Open Source

Free

FAQs

What search engines can MindSearch integrate with?

MindSearch supports integration with several popular web search engines, including DuckDuckGoSearch, BingSearch, BraveSearch, GoogleSearch (via Google Serper API), and TencentSearch. Users can easily switch between these options by modifying the configuration.

What language models are compatible with MindSearch?

MindSearch is designed to work with various language models. It specifically mentions support for InternLM2.5-7b-chat (optimized for Chinese) and GPT-4. The framework allows for modification to integrate other models as needed.

Does MindSearch offer different frontend options?

Yes, MindSearch provides flexibility with its frontend interfaces. Users can choose to set up the frontend using React, Gradio, or Streamlit, allowing for different levels of customization and ease of deployment based on their preferences.

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Research & Education › AI Search Engines Coding & Development › Open Source & Models

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