Getting started

This guide demonstrates how to access AIP Agent Studio, introduces the AIP Agent Studio interface, describes how to set up a basic AIP Agent equipped with the information and tools that you choose, and how to deploy and monitor the AIP Agent in production.

Access AIP Agent Studio

AIP Agent Studio can be accessed from the platform’s workspace navigation bar or by using the quick search shortcuts CMD + J (macOS) or CTRL + J (Windows). Alternatively, you can create a new AIP Agent from your Files by selecting + New and then selecting AIP Agent, as shown below.

After opening AIP Agent Studio, you can create a new AIP Agent file.

Create an AIP Agent

AIP Agents are Palantir filesystem resources that have granular access control and can be created like any other filesystem resource, as shown in the image above, in the previous section.

You may also select the New AIP Agent option from within AIP Agent Studio.

Alternatively, create an AIP Agent from within AIP Threads.

Set up an AIP Agent

The following describes the setup for a "Standard agent", as opposed to an "AIP Assist Agent".

Add the name, description, and a photo as an avatar for your AIP Agent. This enables you to white-label your agent to fit the context of your application. If an avatar is not provided, a gray robot icon will be used as the default.

Depending on whether you finish the setup in the wizard or skip to the configuration panel, your creation workflow will be different. Either way, you will need to configure the enterprise-specific information and tools that will be equipped to your AIP Agent, as detailed in the following sections.

Types of information and tools

• Retrieval context: Simple and fast, recommended for most use cases.
• Parameters: To contextualize agents in Workshop.
• Tools: Used in complex and action-taking agents. Slower time to first token.

These configurations are what enable the LLM to be useful to your enterprise, your workflow, and your task.

Choose a large language model (LLM)

The models available to you are a subset of those enabled on your stack.

Modify the system prompt

The system prompt should outline the AIP Agent's function within the context of the current application. By pressing / on your keyboard, you can refer to the configured tools and parameters and guide the AIP Agent on how to coordinate their usage. Make sure to describe the underlying business logic and the appropriate situations for using the right tools in context.

Set the temperature

Users can modify the model temperature to determine the balance between focused, deterministic output (default value 0) and random output (maximum value 1).

Add conversation starters

You can also set up an input placeholder and suggested prompts to customize the agent for your intended workflow.

Save, view, and publish a AIP Agent

Once you have configured your AIP Agent, you can save your progress by using Save at the top right of the interface. To view your AIP Agent in action in the perspective of an end-user interaction, use View and select the desired version.

When you are ready to deploy your AIP Agent, select ✅ Publish to make your agent available for use in production environments. You can monitor the performance and usage of your agent through the Monitoring and Usage tabs, where you can see metrics and feedback from users.

Use in AIP Threads, Workshop, View mode, or (soon) OSDK.

Track AIP Agent feedback and usage

See how your AIP Agent is used in the Monitoring and Usage tabs of AIP Agent Studio, noting the feedback data. Feedback data is received from users giving thumbs-up or -down signs to the agent from a conversation.