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OpenAI-Compatible API

An OpenAI-compatible API is an inference endpoint that follows the same request and response format as OpenAI's API specification. Applications built for the OpenAI API can switch to an OpenAI-compatible endpoint by changing only the base URL and API key, with no code changes required. This compatibility enables portability between AI providers.

OpenAI API compatibility has become the de facto standard for AI inference APIs. The /v1/chat/completions and /v1/embeddings endpoints are so widely adopted that most AI applications are built against this specification, making compatibility essential for alternative providers.

For data center operators, offering an OpenAI-compatible API reduces friction for their tenants. Developers can migrate existing applications, use familiar SDKs (Python, Node.js), and follow existing documentation without learning a new API format.

Hoonify AI's tenant-facing API is fully OpenAI-compatible. Tenants use the official OpenAI SDKs by setting their base URL to the operator's API domain and using their tenant API key. The platform handles translation to the underlying model serving engine.

See how openai-compatible api works in practice.

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