> 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/multiple-prompt-playground.md).

# Multiple Prompt Playground

Test and compare multiple prompts simultaneously. Identify which instructions deliver the best AI results.

The Multiple Prompt Playground provides a versatile platform for experimenting with and managing multiple prompts simultaneously. It’s designed to enhance your workflow by allowing you to run, compare, and fine-tune several prompts in parallel.

**Step-by-Step Guide to Using the Multiple Prompt Playground in RagaAI Catalyst**

1. **Access the Multiple Prompt Playground:**

* Open the "Prompt Playground" inside the Project.
* Select the "Multiple" tab to enter the Multiple Prompt Playground.

2. **Initiate Multiple Prompts:**

* Click the "New Prompt" button to start creating a new prompt template.
* Repeat this step for each additional prompt you wish to test simultaneously.

<figure><img src="https://1811327582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYbIiNdp1QbG4avl7VShw%2Fuploads%2FcP3pWhqkepTyD2U4Y8Bb%2FScreenshot%202024-09-30%20at%206.03.17%E2%80%AFPM.png?alt=media&amp;token=eca4c018-5493-48e6-a2a9-dca31632c462" alt=""><figcaption></figcaption></figure>

3. **Run and Compare Multiple Prompts:**

* Use the “Run Prompt + Eval” button to execute all prompts simultaneously.
* Analyze the results in the “Result” and “Evaluation” tabs to compare outputs side-by-side.
* This comparison helps you identify which prompt or model configuration yields the best results.

4. **Test Multiple Model Configurations:**

* For each prompt, select different model configurations to see how they perform.
* In case you have configured a custom gateway (details [here](/ragaai-catalyst/concepts/enable-custom-gateway.md)), the value of the "model" key provided by you should also populate in the model dropdown, and can be used for inferencing here.
* Fine-tune your prompts by adjusting settings and re-running them to optimize performance.

5. **Save and Version Your Prompts:**

* After refining your prompts, click the “Commit” button for each to save your work.
* Enter a descriptive commit message to track the changes or purpose of each version.
* Committed prompts are saved within RagaAI Catalyst’s system for future reference or iteration.

<br>

{% hint style="info" %}
Until you commit your prompts, they will not be permanently saved in the playground. You can commit your prompts individually at any time by clicking the “Commit” button.
{% endhint %}