About Yandex Cloud AI Studio

Yandex Cloud AI Studio is a Yandex Cloud platform for creating AI applications and AI agents based on large generative models. AI Studio provides everything you need through all stages – from experiments and prototyping to production deployment.

Models and basic featuresModels and basic features

Model Gallery offers a broad choice of models for text, voice, and image generation, text classification, and embeddings. They will help you address the application tasks of creating and analyzing content, classifying data, building document search, or processing large arrays of uniform data.

Model usageModel usage

AI Studio provides you with everything needed to select an interface and model for your tasks:

• AI Playground: For experiments, model testing, and image generation.
• Agent Atelier: For creating and managing agents via the management console.
• OpenAI-compatible APIs, OpenAI SDK, and Yandex Cloud ML SDK: For integrating models into applications.
• Common instance models: For most business use cases.
• Dedicated instances: For deploying models not included in the common instance.
• Batch processing: For asynchronous data processing.

AI application developmentAI application development

The Agent Atelier development environment allows you to build solutions based on text and voice AI agents using out-of-the-box and configurable tools. If out-of-the-box tools are not enough, you can always build a custom MCP server in MCP Hub to enable the agent to use any external tools and APIs.

For visual design, AI Studio provides the Yandex Workflows low-code constructor.

APIs and integrationsAPIs and integrations

AI Studio provides REST APIs compatible with OpenAI:

• Responses API: For creating text agents.
• Realtime API: For voice agents.
• Files API and Vector Store API: For file uploading and file search.

OpenAI-compatible APIs support integration with the popular LangChain and LangGraph frameworks.

In addition, AI Studio offers gRPC and REST APIs for specific generation, analysis, and training tasks.

For more information about the available APIs, see Yandex Cloud AI Studio API overview.

Service limitationsService limitations

For current technical and organizational limitations of AI Studio, see Yandex AI Studio quotas and limits.