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Few-Shot Sentiment Classification with LLMs

Any chat AI Personal productivity Community (MIT)

Community prompt, not a RuleStack original. From Prompt Engineering Guide (DAIR.AI) (dair-ai/Prompt-Engineering-Guide), file pages/prompts/classification/sentiment-fewshot.en.mdx. Contributed by DAIR.AI. Copyright (c) 2022 DAIR.AI. Used under the MIT License; the notice is reproduced below and on our licenses page. Shown as written; we filtered it but did not write or test it. Imported 2026-10-17 from commit 5767372.

MIT License notice

MIT License

Copyright (c) 2022 DAIR.AI

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Note: Review and test before use. Provided as is, without warranty. See Terms.

Prompt

Download

This is awesome! // Negative
This is bad! // Positive
Wow that movie was rad! // Positive
What a horrible show! //

How to use

Paste it into ChatGPT, Claude, Gemini, Grok or any other chat AI.
Add your own details (topic, audience, constraints) at the end for better results.
Check the output before you rely on it.

Few-Shot Sentiment Classification with LLMs

Prompt

How to use

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