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How to Build Autonomous AI Agents from Scratch

What is the ReAct framework?

The answer

Reasoning and Acting—a paradigm where the model alternates between writing thoughts and executing actions to solve problems.

More FAQs in How to Build Autonomous AI Agents from Scratch

An LLM-based system that can plan its own execution steps, call external tools, and adapt its behavior to achieve a goal.

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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