The answer
An LLM-based system that can plan its own execution steps, call external tools, and adapt its behavior to achieve a goal.
How to Build Autonomous AI Agents from Scratch
What is an AI Agent?
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Reasoning and Acting—a paradigm where the model alternates between writing thoughts and executing actions to solve problems.
Set a hard cap on iterations (e.g., max 10 loops) and track tool execution timeouts in your application code.
Any API, database query, web search engine, calculator, or file reader that you expose to the LLM via code wrappers.
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