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6 results for “ai agents”
AI Agents
Autonomous AI systems that perceive their environment, reason over goals, select and execute actions using external tools, and operate across multi-step tasks with minimal human intervention.
AutoGen
AutoGen is an open-source multi-agent conversation framework developed by Microsoft Research that enables developers to build LLM applications where multiple AI agents communicate with each other to accomplish complex tasks collaboratively.
Autonomous Agents
Autonomous AI agents are software systems that use large language models as a reasoning core, enabling them to plan multi-step tasks, use external tools, maintain memory, and take actions to achieve goals with minimal human intervention.
CrewAI
CrewAI is an open-source Python framework for orchestrating multiple AI agents in role-based collaborative workflows, enabling teams of specialised agents to tackle complex tasks through structured coordination and communication.
LangChain
LangChain is an open-source framework for building applications powered by large language models, providing composable abstractions for chaining LLM calls with tools, memory, and data retrieval in Python and JavaScript.
Multi-Agent Systems
Multi-agent systems in AI are architectures in which multiple autonomous AI agents, each with specialised capabilities, collaborate through communication and coordination to complete complex tasks that exceed the capability of any single agent.