> For the complete documentation index, see [llms.txt](https://metaverse-imagen.gitbook.io/ai-tools-research/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://metaverse-imagen.gitbook.io/ai-tools-research/ai-tools-main-categories/prompt-design-and-engineering/prompt-generators/promptperfect/promptperfect-resources.md).

# PromptPerfect Resources

###  How to reverse engineer a prompt from an image?

Upload an image and let PromptPerfect figures out the prompt

{% embed url="<https://jina-ai-gmbh.ghost.io/content/media/2023/05/promptperfect-reverse-engineer.mp4>" %}
[**https://jina-ai-gmbh.ghost.io/content/media/2023/05/promptperfect-reverse-engineer.mp4**](https://jina-ai-gmbh.ghost.io/content/media/2023/05/promptperfect-reverse-engineer.mp4)
{% endembed %}

### &#x20;How to validate a prompt on multiple models?

Compare how multiple AI models perform on the same prompt.

{% embed url="<https://jina-ai-gmbh.ghost.io/content/media/2023/05/promptperfect-arena.mp4>" %}
[**https://jina-ai-gmbh.ghost.io/content/media/2023/05/promptperfect-arena.mp4**](https://jina-ai-gmbh.ghost.io/content/media/2023/05/promptperfect-arena.mp4)
{% endembed %}

### How to build a few-shot prompt?

Create a powerful few-shot prompt by following the rule of thumb. You can optimize the instruction, update examples, and generate the final prompt for complex task.

{% embed url="<https://jina-ai-gmbh.ghost.io/content/media/2023/06/promptperfect-fewshot.mp4>" %}
[**https://jina-ai-gmbh.ghost.io/content/media/2023/06/promptperfect-fewshot.mp4**](https://jina-ai-gmbh.ghost.io/content/media/2023/06/promptperfect-fewshot.mp4)
{% endembed %}