Tools tagged: All platforms

4 tools match this tag

AutoGen

Microsoft's multi-agent conversation framework for complex AI workflows

AutoGen is Microsoft's open-source framework for building multi-agent AI systems. Version 0.4 (early 2025) introduced a major architectural redesign with an event-driven foundation, segmenting the framework into distinct components: AutoGen-Core, AgentChat, AutoGen-Extensions, and a rebuilt low-code AutoGen Studio. It enables specialized agents to collaborate on complex tasks through async conversations with human-in-the-loop capabilities. Features superior scalability, observability, and cross-language support for Python and .NET.

Open Source

Key Features:

•Event-driven foundation (v0.4 architecture)
•AutoGen-Core component
•AgentChat component

All platforms

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CrewAI

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Role-based multi-agent task execution framework for collaborative AI teams

AI Framework/Library

CrewAI is an open-source framework for orchestrating role-based multi-agent AI systems. Designed with team-oriented agents and task delegation, CrewAI is beginner-friendly while being powerful enough for production use. Agents work together like a crew, each with specialized roles, making it perfect for building AI systems that mimic human team workflows.

Open Source

Key Features:

•Role-based agent system
•Team-oriented workflows
•Task delegation between agents

All platforms

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LangChain

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Framework for building LLM applications with chains, agents, and RAG

AI Framework/Library

LangChain is the leading open-source framework for building applications with large language models. It provides composable components for chains, agents, memory, and tool use, making it easy to build complex AI applications. With support for RAG (Retrieval Augmented Generation), multi-agent systems, and production-grade deployments via LangSmith, LangChain is the foundation for thousands of AI applications worldwide.

Open Source

Key Features:

•Composable chains for multi-step workflows
•Agent framework with tool use
•RAG (Retrieval Augmented Generation)

All platforms

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LangGraph

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Graph-based framework for building stateful, multi-step AI agents

AI Framework/Library

LangGraph is a specialized framework from LangChain for building stateful, multi-step AI agents with complex workflows. Using graph-based architecture, LangGraph enables branching logic, conditional workflows, and persistent state management. Perfect for building sophisticated AI agents that need to handle complex decision trees and multi-step reasoning with full control over execution flow.

Open Source

Key Features:

•Graph-based agent architecture
•Multi-step workflow orchestration
•Stateful agent execution

All platforms

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