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. SuperAGI: Managing autonomous agents at scale with lifecycle management and observability.
- 06. Haystack - The Open Source AI Framework for Production Ready Agents, RAG & Context Engineering
- 07. LlamaIndex: Connecting LLMs with structured/unstructured data sources for intelligent data retrieval.
- 08. 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. It serves as an efficient middleware that enables rapid delivery of enterprise-grade solutions.
- 09. LangChain: Building advanced workflows with AI components for chatbots and automation.