For AI agents: The documentation index is at https://docs.digitalocean.com/llms.txt. Markdown versions of pages use the same URL with index.html.md in place of the HTML page (for example, append index.html.md to the directory path instead of opening the HTML document).

Build, train, and deploy AI agents with the DigitalOcean Gradient™ AI Agentic Cloud:

DigitalOcean Gradient™ AI Platform

Build AI agents on GPU-powered infrastructure using foundation models and resources such as knowledge bases and agent routes.

DigitalOcean Gradient™ AI GPU Droplets

GPU Droplets are VMs with GPUs in a single or 8 GPU configuration. We provide an AI/ML-ready image and 1-Click Models so you can get started without manual setup.

DigitalOcean Gradient™ AI Bare Metal GPUs

DigitalOcean Gradient™ AI Bare Metal GPUs are dedicated, single-tenant servers with eight GPUs per machine. They can run as standalone servers or as part of multi-node clusters.

DigitalOcean Gradient™ AI 1-Click Models

1-Click Models let you deploy third-party generative AI models on DigitalOcean Gradient™ AI GPU Droplets with no additional setup or configuration.

Paperspace

Paperspace is a cloud-based machine learning platform that offers GPU-powered virtual machines and a Kubernetes-based container service.

Bare metal GPUs and GPU Droplets both provide GPU-based compute resources tailored to AI/ML workloads, but they’re each suited for different use cases. Learn more about the difference between bare metal GPUs and GPU Droplets.

Latest Updates

16 April 2026

• The following Anthropic model is now available on DigitalOcean Gradient AI Platform for serverless inference, Agent Development Kit, and agents:

  • Claude Opus 4.7

  For more information, see the Available Models page.

3 April 2026

• The following models are deprecated from DigitalOcean Gradient™ AI Platform:

  • Meta Llama 3.1 8B-Instruct
  • Mistral NeMo

  Migrate to a supported active model to avoid service disruption. For information on our model deprecation policy and recommended replacement models, see Model Support Policy.

2 April 2026

• The following client libraries for Gradient AI Platform are now available in the official DigitalOcean SDKs. You can use the SDKs to manage Gradient AI Platform resources, including knowledge bases and generative AI agents, and agent, serverless, and dedicated inference:

  • The Python client library is now available in the official DigitalOcean Python client library PyDo. For more information, see the following reference documentation:

    • Gradient AI Platform

    • Agent Inference

    • Serverless Inference

    • Dedicated Inference

  • The TypeScript client library is now available in the official DigitalOcean TypeScript library DoTs.

  • The official Go client library is available at Gradient Go library.

  The Gradient™ SDK will be deprecated in a future release.

For more information, see the full release notes.