DigitalOcean Gradient™ AI Platform How-Tos

Generated on 25 Sep 2025

DigitalOcean Gradient™ AI 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 on DigitalOcean Gradient™ AI Platform

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

Configure Model Settings

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

Manage Partner Provider Model Keys

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

Manage Agents

How to Create and Manage Workspaces on DigitalOcean Gradient™ AI Platform

Create workspaces to group agents together and move agents between workspaces as needed.

How to Create Agents on DigitalOcean Gradient™ AI Platform

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

Use Agents

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

How to Route to Multiple Agents on DigitalOcean Gradient™ AI Platform

Integrate multiple generative AI agents.

How to Route Functions in Agents on DigitalOcean Gradient™ AI Platform

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

Manage Agent Versions

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

Destroy Agents

Destroy an agent to permanently and irreversibly destroy the agent and removes all endpoints for the agent.

Evaluate Agents

How to Test Agents on DigitalOcean Gradient™ AI Platform

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

How to Evaluate Agent Performance on DigitalOcean Gradient™ AI Platform

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 on DigitalOcean Gradient™ AI Platform

Create effective evaluation datasets in CSV format to test your agent’s performance, improve accuracy, and measure qualities like factual correctness, safety, and instruction following.

How to View Agent Insights and Logs on DigitalOcean Gradient™ AI Platform

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

How to Trace Agent Responses on DigitalOcean Gradient™ AI Platform

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

Manage Knowledge Bases

Create and Manage Knowledge Bases

Create, edit, manage data sources, verify, and permanently destroy knowledge bases.

Attach and Detach Agent Knowledge Bases

Attach or detach a knowledge base from your agents.

Manage Guardrails

Manage Agent Guardrails

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

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