Artificial Intelligence (AI) Agent Frameworks
- 01. LangGraph’s low-level primitives provide the flexibility needed to create fully customizable agents. Design diverse control flows — single, multi-agent, hierarchical — all using one framework.
- 02. CrewAI - The Multi-Agent Platform - Streamline workflows across industries with powerful AI agents. Build and deploy automated workflows using any LLM and cloud platform.
- 03. The OpenAI Agents SDK - This library makes it straightforward to build agentic applications—where a model can use additional context and tools, hand off to other specialized agents, stream partial results, and keep a full trace of what happened.
- 04. AutoGen is an open-source programming framework for building AI agents and facilitating cooperation among multiple agents to solve tasks. AutoGen aims to provide an easy-to-use and flexible framework for accelerating development and research on agentic AI.
- 05. Semantic Kernel is a lightweight, open-source development kit that lets you easily build AI agents and integrate the latest AI models into your C#, Python, or Java codebase.
- 06. Pydantic AI is a Python agent framework designed to help you quickly, confidently, and painlessly build production grade applications and workflows with Generative AI.
- 07. Claude Code can connect to hundreds of external tools and data sources through the Model Context Protocol (MCP), an open source standard for AI-tool integrations. MCP servers give Claude Code access to your tools, databases, and APIs.
- 08. Amazon Bedrock Agents - Enable generative AI applications to automate multistep tasks by seamlessly connecting with company systems, APIs, and data sources
- 09. n8n gives you more freedom to implement multi-step AI agents and integrate apps than any other tool.
- 10. DSPy is a declarative framework for building modular AI software. It allows you to iterate fast on structured code, rather than brittle strings, and offers algorithms that compile AI programs into effective prompts and weights for any language models.
- 11. Google Agent Development Kit (ADK) is a flexible and modular framework for developing and deploying AI agents.
- 12. Ollama is the easiest way to automate your work using open models, while keeping your data safe.
- 13. Agno delivers the only end-to-end agentic solution_ A feature-rich framework, a high-performance runtime, and a powerful control plane—all in one intuitive platform.
- 14. Open source framework for voice and multimodal conversational AI.