ReAct (Reason + Act) is a prompting framework for agentic AI where the model alternates between reasoning about a situation and taking an action.
ReAct Loop
- Thought: "I need to find the current stock price of AAPL"
- Action: [calls web search tool]
- Observation: "AAPL is $189.30"
- Thought: "Now I can answer the user's question"
- Final Answer: ...
Used in LangChain, AutoGPT, and agent frameworks built on top of LLMs.
Reference:
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