Agentic AI Frameworks
Agentic AI frameworks structure AI systems around autonomous software agents that can perceive their environment, generate plans, execute actions, and reflect on outcomes to achieve complex goals. These agents often incorporate large language models as their 'brain' for reasoning and decision-making, enabling them to tackle multi-step problems and interact with various tools. They go beyond single-prompt interactions.
Instead of just asking a question and getting an answer, imagine a personal assistant who can understand your goal, break it down into steps, use various tools like a calendar or email client, and keep you updated on progress, even re-planning if needed.
They enable AI to perform complex, multi-step tasks autonomously, moving beyond simple input-output systems towards more intelligent, goal-oriented behavior.
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