---
updatedAt: 2026-05-19T06:54:55.000Z
agentTools:
  projectIndex: https://docs.arthur.ai/llms.txt
---

# Add Gen AI Model to the project

This section describes how to add a new Gen AI Model to the project.

## Creation flow

First navigate to project overview page, then click "Gen AI Model" in "All Project Artifacts" section, or by clicking "+ ADD" in right upper corner:

<Image border={false} src="https://files.readme.io/c4f74c72ea5d8e0570ebbda3ff7790548f6873c28c9d19c20b746c4849711786-Screenshot_2025-09-01_at_11.33.43.png" />

Clicking "Gen AI Model" will open the configuration form to create a new Gen AI Model.

In step one of configuration, enter name for model, select engine (if you don't have one yet see the guide [Creating Engine](https://docs.arthur.ai/docs/creating-engine#/)) and then click "NEXT":

<Image border={false} src="https://files.readme.io/7519a8a0e52481a05bebb73c25611ff4df0f4d65e053fe589736261563b29f3f-Screenshot_2025-09-01_at_11.36.16.png" />

In step two of configuration, add metrics:

<Image border={false} src="https://files.readme.io/0648b268c202b927422c0e89d703502f251454be8255b34c5bcee61fe60e93cc-Screenshot_2025-09-01_at_11.41.37.png" />

Here, as an example toxicity metric (to learn more about specific metric see the guide [How to add Metrics to the GenAI Model?](https://docs.arthur.ai/docs/how-to-add-metrics-to-the-model#/)).

<Image border={false} src="https://files.readme.io/6f073e4c9f237e2ddb4401699aeaad82ceb48e8f0b09653db3234d61cae1a8b0-Screenshot_2025-09-01_at_11.47.38.png" />

In the form enter the following:

1. Metric type.
2. A name for the metric.
3. Threshold.
4. Apply to prompt/response/both.

<Image border={false} src="https://files.readme.io/e7adbdf6fd40bfcd3b54c2e528fc36d10951317ea0217ce4ec129738dbaf4750-Screenshot_2025-09-01_at_11.47.46.png" />

Click "Save" button. Added metric should be visible on the list (you can edit or delete the metric from this point):

<Image border={false} src="https://files.readme.io/f03121bd140d302f86ddc454b620d8f19fa93e6fbd3f86dcb0cc668a08076791-Screenshot_2025-09-01_at_11.51.06.png" />

Click "Next" button. In step three of configuration check entered data, and then click "Submit".

<Image border={false} src="https://files.readme.io/65142565915b35b51da56d02d2fe80e618a210420179155155433119d548382c-Screenshot_2025-09-01_at_11.53.55.png" />

Once the model is created, user is redirected to model overview page:

<Image border={false} src="https://files.readme.io/826a7badd770cd951a3f072c3ffc17cd8d0af0b004244c9913e6b531d4609f5c-Screenshot_2025-09-01_at_11.56.02.png" />

When model is setup, dashboard view will be visible:

<Image border={false} src="https://files.readme.io/9839063b3b962737bd952f5313eaace431009311c66641ec6ce6870b21f141a1-Screenshot_2025-09-01_at_11.56.19.png" />

## How to use chat playground

In "Chat Playground" tab you can enter API key (or your own endpoint), select the model, and test it out:

<Image border={false} src="https://files.readme.io/8bc1df11ff14fc394dbf159b5532af5a785e4ad483073771a45694e383bee8f9-Screenshot_2025-09-01_at_11.58.35.png" />

You can always change the configuration by clicking gear icon in right lower corner:

<Image border={false} src="https://files.readme.io/3cc08debec4215faeffd72047d57acf6367d026355a94b717637e92f99ef7637-Screenshot_2025-09-01_at_12.01.22.png" />

Conversation from the chat is possible to see later in Inference Deep Dive tab:

<Image border={false} src="https://files.readme.io/9592845bfa993c64ae4aaf2ebb4056017793cdbe3f386114c2e86fac789e5f44-Screenshot_2025-09-01_at_12.03.52.png" />

You can always add and edit metrics later by clicking "Model Management" (see the guide [How to add Metrics to the GenAI Model?](https://docs.arthur.ai/docs/how-to-add-metrics-to-the-model#/)):

<Image border={false} src="https://files.readme.io/be780b0e21b8e124aea5d1a4d442210abe3dce31bb7500a0d3923afee91d6d9a-Screenshot_2025-09-01_at_12.08.12.png" />