Artificial Intelligence (AI) Agent Frameworkss
- 01. AutoGen - An Open-Source Programming Framework for Agentic AI
- 02. 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.
- 03. Prompt flow is a suite of development tools designed to streamline the end-to-end development cycle of LLM-based AI applications, from ideation, prototyping, testing, evaluation to production deployment and monitoring.
- 04. LangChain is a framework for developing applications powered by large language models (LLMs).
- 05. CrewAI - A cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, it empowers agents to work together seamlessly, tackling complex tasks.
- 06. MemGPT makes it easy to build and deploy stateful LLM agents with Long term memory/state management, Connections to external data sources (RAG), Defining and calling custom tools
- 07. Langflow is designed to redefine the boundaries of AI development in experimentation and real-world scenarios.
- 08. Mosaic AI Agent Framework and Agent Evaluation - Build Production-quality Agentic and Retrieval Augmented Generation Apps
- 09. LangGraph's flexible API supports diverse control flows – single agent, multi-agent, hierarchical, sequential – and robustly handles realistic, complex scenarios.