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articles/ai-services/openai/concepts/advanced-prompt-engineering.md

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ms.author: mbullwin
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ms.service: azure-ai-openai
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ms.topic: conceptual
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ms.date: 04/20/2023
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ms.date: 02/16/2024
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manager: nitinme
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keywords: ChatGPT, GPT-4, prompt engineering, meta prompts, chain of thought
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Each API requires input data to be formatted differently, which in turn impacts overall prompt design. The **Chat Completion API** supports the GPT-35-Turbo and GPT-4 models. These models are designed to take input formatted in a [specific chat-like transcript](../how-to/chatgpt.md) stored inside an array of dictionaries.
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The **Completion API** supports the older GPT-3 models and has much more flexible input requirements in that it takes a string of text with no specific format rules. Technically the GPT-35-Turbo models can be used with either APIs, but we strongly recommend using the Chat Completion API for these models. To learn more, please consult our [in-depth guide on using these APIs](../how-to/chatgpt.md).
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The **Completion API** supports the older GPT-3 models and has much more flexible input requirements in that it takes a string of text with no specific format rules.
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The techniques in this guide will teach you strategies for increasing the accuracy and grounding of responses you generate with a Large Language Model (LLM). It is, however, important to remember that even when using prompt engineering effectively you still need to validate the responses the models generate. Just because a carefully crafted prompt worked well for a particular scenario doesn't necessarily mean it will generalize more broadly to certain use cases. Understanding the [limitations of LLMs](/legal/cognitive-services/openai/transparency-note?context=/azure/ai-services/openai/context/context#limitations), is just as important as understanding how to leverage their strengths.
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articles/ai-services/openai/how-to/switching-endpoints.md

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articles/ai-services/openai/includes/prompt-chat-completion.md

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title: How to work with prompt engineering and the Chat Completion API
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titleSuffix: Azure OpenAI
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description: Learn how to work with the Chat Completion API for prompt engineering
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author: mrbullwinkle #dereklegenzoff
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ms.author: mbullwin #delegenz
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author: mrbullwinkle
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ms.topic: include
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ms.date: 04/03/2023
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ms.date: 02/16/2024
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keywords: ChatGPT
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articles/ai-services/openai/includes/prompt-completion.md

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ms.date: 03/21/2023
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ms.date: 02/16/2024
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keywords: ChatGPT
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