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fix(docs): Change V2 Inference Protocol to OIP (#5297)
* Change from V2 protocol to OIP * Add back endpoint categories for clarity * Grammar * Add model inference under endpoints
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doc/source/reference/apis/v2-protocol.md

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# V2 Inference Protocol
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# Open Inference Protocol
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The V2 Inference Protocol is an industry-wide effort to provide an standardised
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The Open Inference Protocol is an industry-wide effort to provide a standardized
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protocol to communicate with different inference servers (e.g. MLServer,
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Triton, etc.) and orchestrating frameworks (e.g. Seldon Core, KServe, etc.).
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The spec of the V2 Inference Protocol defines both the endpoints and payload
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The spec of the Open Inference Protocol defines both the endpoints and payload
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schemas for REST and gRPC interfaces.
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As part of the V2 Protocol definition, you can find dedicated endpoints for:
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As part of the Open Inference Protocol definition, you can find dedicated endpoints for:
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- Health endpoints, to assess liveness and readiness of your model.
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- Inference endpoints, to interact with your model.
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- Metadata endpoints, to query your model metadata (e.g. expected inputs, expected
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- Model controls: Call model inference, interact with your model, and load and unload models dynamically
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- Health: Assess liveness and readiness of your model.
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- Metadata: Query your model metadata (e.g. expected inputs, expected
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outputs, etc.).
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- Model repository endpoints, to load and unload models dynamically.
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## REST

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