A multi-agent framework based on LLMs for enhancing the functionality of web search engines.
MindSearch is a multi-agent framework based on large language models (LLMs) designed to improve and expand traditional web search engines. It offers advanced search capabilities similar to those of Perplexity.ai Pro and SearchGPT, enabling smarter understanding of query intent and providing more accurate and relevant results. By leveraging a multi-agent system, MindSearch can handle complex queries, integrate multiple data sources, and provide more comprehensive information.
This is the machine-readable structured data for this agent. AI systems and search engines use this to understand the agent's capabilities.
[
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"@type": "SoftwareApplication",
"@id": "https://agentsignals.ai/agents/mindsearch",
"name": "MindSearch",
"description": "MindSearch is a multi-agent framework based on large language models (LLMs) designed to improve and expand traditional web search engines. It offers advanced search capabilities similar to those of Perplexity.ai Pro and SearchGPT, enabling smarter understanding of query intent and providing more accurate and relevant results. By leveraging a multi-agent system, MindSearch can handle complex queries, integrate multiple data sources, and provide more comprehensive information.",
"url": "https://agentsignals.ai/agents/mindsearch",
"applicationCategory": "研究",
"operatingSystem": "GitHub",
"sameAs": "https://github.com/InternLM/MindSearch",
"installUrl": "https://github.com/InternLM/MindSearch",
"offers": {
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"price": "0",
"priceCurrency": "USD",
"description": "免费",
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"featureList": [
"Multi-agent system collaboration",
"LLM-based intelligent search",
"Multi-data source integration"
],
"datePublished": "2025-12-05T16:38:28.391161+00:00",
"dateModified": "2025-12-19T05:08:21.454226+00:00",
"publisher": {
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"name": "Agent Signals",
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"name": "What is MindSearch?",
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"text": "A multi-agent framework based on LLMs for enhancing the functionality of web search engines."
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},
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"name": "What features does MindSearch offer?",
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"text": "Multi-agent system collaboration, LLM-based intelligent search, Multi-data source integration"
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"@type": "Question",
"name": "What are the use cases for MindSearch?",
"acceptedAnswer": {
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"text": "Academic Research, Market Analysis, Technical Investigation"
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"@type": "Question",
"name": "What are the advantages of MindSearch?",
"acceptedAnswer": {
"@type": "Answer",
"text": "高度准确的搜索结果, 能够处理复杂查询, 支持多数据源集成"
}
},
{
"@type": "Question",
"name": "What are the limitations of MindSearch?",
"acceptedAnswer": {
"@type": "Answer",
"text": "可能需要高性能计算资源, 对非技术用户可能较难上手"
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