Create model access keys that allow you to send requests to foundation models without creating an agent.
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
Evaluate, compare, and configure model settings in Model Playground.
Add, edit, or delete API keys to use their models with your agents.
Manage Agents
Create workspaces to group agents together and move agents between workspaces as needed.
Create an agent with domain-specific knowledge to provide information or take action.
Use your agent in an application or through a chat bot interface.
Integrate multiple generative AI agents.
Enable the foundation model in your agent to access the external data sources using functions.
Rollback to a previous version of an agent to undo changes made to it.
Destroy an agent to permanently and irreversibly destroy the agent and removes all endpoints for the agent.
Evaluate Agents
Test the full agent experience with the directions and features you’ve configured using the Agent Playground.
Create test cases and measure how well your agents perform against for things like tone, factual accuracy, and context relevance.
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.
View insights and runtime logs for your agents to troubleshoot issues.
Trace how your agent processes prompts to troubleshoot issues, improve performance, and control costs.
Manage Knowledge Bases
Create, edit, manage data sources, verify, and permanently destroy knowledge bases.
Attach or detach a knowledge base from your agents.