Miroflow

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MiroFlow is an AI Agents & Automation tool that provides an open-source research agent framework. It offers reproducible state-of-the-art performance on complex reasoning tasks and supports various language models and tools.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is miroflow?

MiroFlow is a high-performance, modular, and fully open-source framework designed for building intelligent AI agents. It excels in multi-step internet research and complex challenges like future event prediction, achieving top rankings on multiple benchmarks including FutureX, GAIA, HLE, xBench-DeepSearch, and BrowserComp. The framework features advanced multi-turn conversation capabilities, extensive tool ecosystem integration, and hierarchical sub-agent orchestration. Built with robust concurrency management and fault-tolerant design, MiroFlow efficiently handles rate-limited APIs and unstable networks, ensuring reliable execution of complex tasks. It is cost-effective, powered by the open-source MiroThinker model, and can run a research agent service on a single RTX 4090, relying on free, open-source tools for simple deployment and scaling.

Best used for

Ideal for AI researchers and developers who need to build intelligent agents for complex reasoning tasks, perform multi-step internet research, and predict future events. Especially valuable for those seeking reproducible state-of-the-art performance and cost-effective, open-source deployment.

Common actions

build AI agents

perform internet research

predict future events

analyze documents

integrate AI tools

workflowscollaborationopen-sourceface swappingdeepfakeautomated workflowlow-code/no-code"AI Agents"github copilot

Capabilities

Key features

Reproducible state-of-the-art performance
High concurrency & reliability
Cost-effective deployment
Multi-turn conversation capabilities
Extensive tool ecosystem integration
Hierarchical sub-agent orchestration
Supports multiple language models

Target Audience

AI researcherdeveloperprofessor

Integrations

openaiclaudekimigoogle-geminiqwen

Pricing & Plans

Open Source

Free

FAQs

What API keys are needed to get started with MiroFlow?

To begin using MiroFlow, you primarily need an OpenRouter API key. OpenRouter provides convenient access to a wide range of language models through a single API, simplifying the initial setup process for users.

Can MiroFlow be used with language models other than OpenRouter?

Yes, MiroFlow is designed to be flexible and supports various language models beyond those accessible via OpenRouter. Users can consult the official documentation for detailed configuration instructions to integrate other preferred models into their workflows.

What are the system requirements for running MiroFlow?

MiroFlow requires Python 3.12 or higher and uses 'uv' as its package manager. It is compatible with Linux and macOS operating systems. These prerequisites ensure a smooth setup and operation of the research agent framework.

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Subcategories trending in AI Agents & Automation

Chatbots & Conversational AI General-Purpose Agents Workflow Agents Personal Assistants RAG & Document AI Voice Agents

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Also listed in

This tool also appears in

Research & Education › Academic Research Coding & Development › Open Source & Models

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