> For the complete documentation index, see [llms.txt](https://docs.raga.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.raga.ai/ragaai-catalyst/prompt-playground/create-with-ai-using-prompt-wizard.md).

# Create with AI using Prompt Wizard

Generate optimized prompts using the AI-powered wizard. Simplify experimentation and boost AI reliability.

Creating good system prompts from scratch can be tricky - it requires a structured explanation of the inputs, methodology, and expected outputs. In the absence of a base system prompt, it might be difficult to get started and move on to iterative improvement.&#x20;

This is solved on RagaAI Catalyst using a built-in Prompt Wizard within the Playground.

<figure><img src="https://1811327582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYbIiNdp1QbG4avl7VShw%2Fuploads%2FXiAlfm3iXfdU2mdngPoB%2Fimage.png?alt=media&amp;token=8de27ad4-f0aa-47fc-98ef-e3316b20981a" alt=""><figcaption></figcaption></figure>

From any prompt box (System, User, etc), users can click the wand icon highlighted above, and gain access to a chat sidebar for AI help. In the sidebar, users can chat with the LLM of their choice (using a dropdown) and provide instructions in natural language.

<figure><img src="https://1811327582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYbIiNdp1QbG4avl7VShw%2Fuploads%2FWKAWFyJTK3Nnzxu3jy9U%2FScreenshot%202025-05-02%20at%203.07.44%E2%80%AFPM.png?alt=media&amp;token=0633db38-0ee2-4ac7-8244-ff7d493780d4" alt=""><figcaption></figcaption></figure>

Users can go back-and-forth with the LLM, outlining improvements and additions after reviewing each response.

<figure><img src="https://1811327582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYbIiNdp1QbG4avl7VShw%2Fuploads%2FB4CzVwcvRZGH6jkEZTFI%2FScreenshot%202025-05-02%20at%203.10.10%E2%80%AFPM.png?alt=media&amp;token=e358852f-fea0-4c87-bab3-4e92b3bfbf70" alt=""><figcaption></figcaption></figure>

Once a system prompt feels good to begin with, they can click the "Use this response" button against the respective chat entry to place it back in the starting box.

<figure><img src="https://1811327582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYbIiNdp1QbG4avl7VShw%2Fuploads%2FXJwbJW5Os0HKrUeIEbCD%2FScreenshot%202025-05-02%20at%203.12.14%E2%80%AFPM.png?alt=media&amp;token=32f27153-6bd6-4ac4-9e56-94327c49a3cf" alt=""><figcaption></figcaption></figure>

**Note:** Users can also refine base prompts by typing into the prompt boxes and then clicking the wand icon. This will automatically attach the pre-written prompt into the chat context for further improvement.

<figure><img src="https://1811327582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYbIiNdp1QbG4avl7VShw%2Fuploads%2FTbZ7RMPq92eQAxz0G9hJ%2FScreenshot%202025-05-02%20at%203.14.36%E2%80%AFPM.png?alt=media&amp;token=8c299f70-381b-4f45-b7bf-744b24a1287d" alt=""><figcaption></figcaption></figure>
