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Support embeddings API #562

@dbutenhof

Description

@dbutenhof

Is your feature request related to a problem? Please describe.
Need to be able to benchmark the Embeddings capability of the server

Describe the solution you'd like

  • Adds support for benchmarking the /v1/embeddings endpoint, enabling performance testing of text embedding models.
    • Add embeddings request type to schemas
    • Implement EmbeddingsResponseHandler for processing embedding response
    • Add EmbeddingsRequestFormatter for request preparation
    • Implement mock server handler with synthetic embedding generation
    • Add e2e and unit tests for embeddings benchmarking
    • Add embeddings guide documentation

Additional context

PR #501

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