AI web search / multi-agent LLM search engine
MindSearch is an open-source, LLM-based multi-agent framework for building a web search engine like Perplexity.ai Pro or SearchGPT, with simultaneous query decomposition and answer synthesis.
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
Autonomous deep-research agent library; choose it when you want an importable Python researcher instead of a multi-agent search framework.
An autonomous agent that conducts deep research on any data using any LLM providers
Does the same job, but ships as an app. Useful to a person, not swappable into a codebase.
Ready-to-use browser AI search app; choose it for a lightweight UI rather than a framework.
Minimalist web-searching platform with an AI assistant that runs directly from your browser. Demo: https://felladrin-minisearch.hf.space
Standalone AI answering-engine web app; choose it to deploy a finished Perplexity-like site.
Vane is an AI-powered answering engine.
End-user hybrid AI search product; choose it for packaged search tooling instead of a code framework.
MemFree - Hybrid AI Search Engine & AI Page Generator
Old local search-aggregator app; choose it only for a private, GPU-free self-hosted UI.
FreeAskInternet is a completely free, PRIVATE and LOCALLY running search aggregator & answer generate using MULTI LLMs, without GPU needed. The user can ask a question and the system will make a multi engine search and combine the search result to LLM and generate the answer based on search results. It's all FREE to use.
Minimal AI search-engine web app; choose it to deploy a polished Perplexity-like service.
Scira (Formerly MiniPerplx) is a minimalistic AI-powered search engine that helps you find information on the internet and cites it too. Powered by Vercel AI SDK!
These projects were analysed and named MindSearch among their alternatives. The relationship is not symmetric — how MindSearch rates them is a separate judgement, made when MindSearch is analysed in its own right.
calls MindSearch “Choose if you only need a multi-agent web-search engine; it is narrower and older than the seed.”
🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation