GradientAI Platform How-Tos

Generated on 8 Jul 2025

GradientAI Platform lets you build fully-managed AI agents with knowledge bases for retrieval-augmented generation, multi-agent routing, guardrails, and more, or use serverless inference to make direct requests to popular foundation models.

Manage Models

How to Use Serverless Inference

Create model access keys that allow you to send requests to foundation models without creating an agent.

How to Configure Agent Model Settings Using the Model Playground

Evaluate, compare, and configure model settings in Model Playground.

How to Add, Edit, or Delete Partner Provider Keys

Add, edit, or delete API keys to use their models with your agents.

Manage Agents

How to Create and Manage Workspaces

Create workspaces to group agents together and move agents between workspaces as needed using the DigitalOcean Control Panel.

How to Create Agents

Create an agent with domain-specific knowledge to provide information or take action.

How to Use Agents in Your Applications

Use your agent in an application or through a chat bot interface.

How to Route to Multiple Agents

Integrate multiple generative AI agents.

How to Route Functions in Your Agent

Enable the foundation model in your agent to access the external data sources using functions.

How to Rollback to a Previous Version of Agents

Rollback to a previous version of an agent to undo changes made to it.

How to Destroy Agents Using the Control Panel

Destroy agents from GradientAI Platform.

Evaluate Agents

How to Test Agents

Test the full agent experience with the directions and features you’ve configured using the Agent Playground.

How to Evaluate Agent Performance

Create test cases and measure how well your agents perform against for things like tone, factual accuracy, and context relevance.

How to Create an Evaluation Dataset

Advice on how to craft an evaluation dataset that

How to Trace Agent Responses

Trace how your agent processes prompts to troubleshoot issues, improve performance, and control costs.

How to View Agent Insights and Logs

View insights and runtime logs for your agents to troubleshoot issues.

Manage Knowledge Bases

How to Create, Edit, and Destroy Agent Knowledge Bases

Create, edit, and destroy knowledge bases using the DigitalOcean Control Panel or via the API.

How to Attach and Detach Agent Knowledge Bases

Attach or detach knowledge bases from your agents.

How to Add, Re-index, and Remove Data Sources

Add, re-index, and remove data sources from knowledge bases.

Manage Guardrails

How to Attach, Edit, Duplicate, and Destroy Agent Guardrails

Create, manage, edit, duplicate, or delete guardrails to control how your agents respond to sensitive or inappropriate content.

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