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<!DOCTYPE html>
<html lang="en-US">
<head>
<meta name="google-site-verification" content="53bFr8c4aQ4Umpc1T4tHJbtbKv3giVCEfEWvyVxE65c" />
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<title>flo-ai | 🔥🔥🔥 Simple way to create composable AI agents</title>
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<div class="container-lg px-3 my-5 markdown-body">

<h1><a href="https://rootflo.github.io/flo-ai/">flo-ai</a></h1>


<p align="center">
<img src="./images/rootflo-logo.png" alt="Rootflo" width="150" />
</p>

<h1 align="center">Composable AI Agentic Workflow</h1>

<p align="center">
Rootflo is an alternative to <b>Langgraph</b>, and <b>CrewAI</b>. It lets you easily build composable agentic workflows from using simple components to any size, unlocking the full potential of LLMs.
</p>

<p align="center">
<a href="https://github.com/rootflo/flo-ai/stargazers"><img src="https://img.shields.io/github/stars/rootflo/flo-ai?style=for-the-badge" alt="GitHub stars" /></a>
<a href="https://github.com/rootflo/flo-ai/releases">
<img src="https://img.shields.io/github/v/release/rootflo/flo-ai?display_name=release&amp;style=for-the-badge" alt="GitHub release (latest)" />
</a>
<a href="https://github.com/rootflo/flo-ai/graphs/commit-activity"><img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/m/rootflo/flo-ai/develop?style=for-the-badge" />
</a>
<a href="https://github.com/rootflo/flo-ai/blob/develop/LICENSE"><img src="https://img.shields.io/github/license/rootflo/flo-ai?style=for-the-badge" alt="License" />
</a>
<br />
</p>

<p align="center">
<br />
<a href="https://flo-ai.rootflo.ai" rel=""><strong>Checkout the docs »</strong></a>
<br />
<br />
<a href="https://rootflo.ai">Website</a>
•
<a href="https://github.com/rootflo/flo-ai/blob/develop/ROADMAP.md">Roadmap</a>
</p>

<hr />

<h1 id="flo-ai-">Flo AI 🌊</h1>

<blockquote>
<p>Build production-ready AI agents and teams with minimal code</p>
</blockquote>

<p>Flo AI is a Python framework that makes building production-ready AI agents and teams as easy as writing YAML. Think “Kubernetes for AI Agents” - compose complex AI architectures using pre-built components while maintaining the flexibility to create your own.</p>

<h2 id="-features">✨ Features</h2>

<ul>
<li>🔌 <strong>Truly Composable</strong>: Build complex AI systems by combining smaller, reusable components</li>
<li>🏗️ <strong>Production-Ready</strong>: Built-in best practices and optimizations for production deployments</li>
<li>📝 <strong>YAML-First</strong>: Define your entire agent architecture in simple YAML</li>
<li>🔧 <strong>Flexible</strong>: Use pre-built components or create your own</li>
<li>🤝 <strong>Team-Oriented</strong>: Create and manage teams of AI agents working together</li>
<li>📚 <strong>RAG Support</strong>: Built-in support for Retrieval-Augmented Generation</li>
<li>🔄 <strong>Langchain Compatible</strong>: Works with all your favorite Langchain tools</li>
</ul>

<h2 id="-quick-start">🚀 Quick Start</h2>

<h3 id="installation">Installation</h3>

<div class="language-bash highlighter-rouge"><div class="highlight"><pre class="highlight"><code>pip <span class="nb">install </span>flo-ai
<span class="c"># or using poetry</span>
poetry add flo-ai
</code></pre></div></div>

<h3 id="create-your-first-ai-team-in-30-seconds">Create Your First AI Team in 30 Seconds</h3>

<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="kn">from</span> <span class="nn">flo_ai</span> <span class="kn">import</span> <span class="n">Flo</span><span class="p">,</span> <span class="n">FloSession</span>
<span class="kn">from</span> <span class="nn">langchain_openai</span> <span class="kn">import</span> <span class="n">ChatOpenAI</span>

<span class="c1"># Define your team in YAML
</span><span class="n">yaml_config</span> <span class="o">=</span> <span class="s">"""
apiVersion: flo/alpha-v1
kind: FloRoutedTeam
name: research-team
team:
name: ResearchTeam
router:
name: TeamLead
kind: supervisor
agents:
- name: Researcher
role: Research Specialist
job: Research latest information on given topics
tools:
- name: TavilySearchResults
- name: Writer
role: Content Creator
job: Create engaging content from research
"""</span>

<span class="c1"># Set up and run
</span><span class="n">llm</span> <span class="o">=</span> <span class="n">ChatOpenAI</span><span class="p">(</span><span class="n">temperature</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="n">session</span> <span class="o">=</span> <span class="n">FloSession</span><span class="p">(</span><span class="n">llm</span><span class="p">).</span><span class="n">register_tool</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s">"TavilySearchResults"</span><span class="p">,</span> <span class="n">tool</span><span class="o">=</span><span class="n">TavilySearchResults</span><span class="p">())</span>
<span class="n">flo</span> <span class="o">=</span> <span class="n">Flo</span><span class="p">.</span><span class="n">build</span><span class="p">(</span><span class="n">session</span><span class="p">,</span> <span class="n">yaml</span><span class="o">=</span><span class="n">yaml_config</span><span class="p">)</span>

<span class="c1"># Start streaming results
</span><span class="k">for</span> <span class="n">response</span> <span class="ow">in</span> <span class="n">flo</span><span class="p">.</span><span class="n">stream</span><span class="p">(</span><span class="s">"Write about recent AI developments"</span><span class="p">):</span>
<span class="k">print</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>
</code></pre></div></div>

<h2 id="-documentation">📖 Documentation</h2>

<p>Visit our <a href="https://flo-ai.rootflo.ai">comprehensive documentation</a> for:</p>
<ul>
<li>Detailed tutorials</li>
<li>Architecture deep-dives</li>
<li>API reference</li>
<li>Best practices</li>
<li>Advanced examples</li>
</ul>

<h2 id="-why-flo-ai">🌟 Why Flo AI?</h2>

<h3 id="for-ai-engineers">For AI Engineers</h3>
<ul>
<li><strong>Faster Development</strong>: Build complex AI systems in minutes, not days</li>
<li><strong>Production Focus</strong>: Built-in optimizations and best practices</li>
<li><strong>Flexibility</strong>: Use our components or build your own</li>
</ul>

<h3 id="for-teams">For Teams</h3>
<ul>
<li><strong>Maintainable</strong>: YAML-first approach makes systems easy to understand and modify</li>
<li><strong>Scalable</strong>: From single agents to complex team hierarchies</li>
<li><strong>Testable</strong>: Each component can be tested independently</li>
</ul>

<h2 id="-use-cases">🎯 Use Cases</h2>

<ul>
<li>🤖 Customer Service Automation</li>
<li>📊 Data Analysis Pipelines</li>
<li>📝 Content Generation</li>
<li>🔍 Research Automation</li>
<li>🎯 Task-Specific AI Teams</li>
</ul>

<h2 id="-contributing">🤝 Contributing</h2>

<p>We love your input! Check out our <a href="/flo-ai/CONTRIBUTING.md">Contributing Guide</a> to get started. Ways to contribute:</p>

<ul>
<li>🐛 Report bugs</li>
<li>💡 Propose new features</li>
<li>📝 Improve documentation</li>
<li>🔧 Submit PRs</li>
</ul>

<h2 id="-license">📜 License</h2>

<p>Flo AI is <a href="/flo-ai/LICENSE">MIT Licensed</a>.</p>

<h2 id="-acknowledgments">🙏 Acknowledgments</h2>

<p>Built with ❤️ using:</p>
<ul>
<li><a href="https://github.com/hwchase17/langchain">LangChain</a></li>
<li><a href="https://github.com/langchain-ai/langgraph">LangGraph</a></li>
</ul>

<hr />

<div align="center">
<strong>Built with ❤️ by the Rootflo team</strong>
<br /><a href="https://github.com/rootflo/flo-ai/discussions">Community</a> •
<a href="https://flo-ai.rootflo.ai">Documentation</a>
</div>



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