How to Use Serverless Inference on DigitalOcean AI Platform
Send API requests directly to foundation models without creating an AI agent or managing infrastructure.
DigitalOcean AI Platform How-Tos
Generated on 22 Apr 2026
DigitalOcean 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.
Use Inference
How to Use Dedicated Inference on DigitalOcean AI Platform
Deploy open-source and commercial LLMs on dedicated GPUs as inference endpoints.
Manage Partner Provider Model Keys
Add, edit, or delete API keys to use their models with your agents.
Create Agents
Build Agents Using Agent Development Kit
Use Agent Development Kit to create and manage agents on DigitalOcean AI Platform.
How to Create Agents on DigitalOcean AI Platform
Create an agent with domain-specific knowledge to provide information or take action.
Manage Agents
How to Create and Manage Workspaces on DigitalOcean AI Platform
Create workspaces to group agents together and move agents between workspaces as needed.
Configure Model Settings
Evaluate, compare, and configure model settings in Model Playground.
How to Use Agents in Your Applications on DigitalOcean AI Platform
Use your agent in an application or through a chat bot interface.
How to Route to Multiple Agents on DigitalOcean AI Platform
Integrate multiple generative AI agents.
How to Route Functions in Agents on DigitalOcean AI Platform
Enable the foundation model in your agent to access the external data sources using functions.
How to Rollback to a Previous Version of Agents on DigitalOcean AI Platform
Rollback to a previous version of an agent to undo changes made to it.
How to Destroy Agents Using the Control Panel on DigitalOcean AI Platform
Destroy an agent to permanently and irreversibly destroy the agent and removes all endpoints for the agent.
Evaluate Agents
How to Test Agents Using the Agent Playground on DigitalOcean 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 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 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 AI Platform
View insights and runtime logs for your agents to troubleshoot issues.
How to Trace Agent Responses on DigitalOcean 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.
How to Attach and Detach Agent Knowledge Bases on DigitalOcean AI Platform
Attach or detach a knowledge base from your agents.