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docs: API docstrings cleanup for better documentation rendering
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@ -1094,7 +1094,9 @@ class InferenceProvider(Protocol):
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# for fill-in-the-middle type completion
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suffix: str | None = None,
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) -> OpenAICompletion:
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"""Generate an OpenAI-compatible completion for the given prompt using the specified model.
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"""Create completion.
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Generate an OpenAI-compatible completion for the given prompt using the specified model.
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:param model: The identifier of the model to use. The model must be registered with Llama Stack and available via the /models endpoint.
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:param prompt: The prompt to generate a completion for.
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@ -1146,7 +1148,9 @@ class InferenceProvider(Protocol):
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top_p: float | None = None,
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user: str | None = None,
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) -> OpenAIChatCompletion | AsyncIterator[OpenAIChatCompletionChunk]:
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"""Generate an OpenAI-compatible chat completion for the given messages using the specified model.
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"""Create chat completions.
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Generate an OpenAI-compatible chat completion for the given messages using the specified model.
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:param model: The identifier of the model to use. The model must be registered with Llama Stack and available via the /models endpoint.
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:param messages: List of messages in the conversation.
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@ -1185,7 +1189,9 @@ class InferenceProvider(Protocol):
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dimensions: int | None = None,
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user: str | None = None,
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) -> OpenAIEmbeddingsResponse:
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"""Generate OpenAI-compatible embeddings for the given input using the specified model.
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"""Create embeddings.
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Generate OpenAI-compatible embeddings for the given input using the specified model.
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:param model: The identifier of the model to use. The model must be an embedding model registered with Llama Stack and available via the /models endpoint.
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:param input: Input text to embed, encoded as a string or array of strings. To embed multiple inputs in a single request, pass an array of strings.
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@ -1198,7 +1204,9 @@ class InferenceProvider(Protocol):
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class Inference(InferenceProvider):
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"""Llama Stack Inference API for generating completions, chat completions, and embeddings.
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"""Inference
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Llama Stack Inference API for generating completions, chat completions, and embeddings.
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This API provides the raw interface to the underlying models. Two kinds of models are supported:
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- LLM models: these models generate "raw" and "chat" (conversational) completions.
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@ -1214,7 +1222,7 @@ class Inference(InferenceProvider):
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model: str | None = None,
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order: Order | None = Order.desc,
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) -> ListOpenAIChatCompletionResponse:
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"""List all chat completions.
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"""List chat completions.
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:param after: The ID of the last chat completion to return.
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:param limit: The maximum number of chat completions to return.
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@ -1229,7 +1237,9 @@ class Inference(InferenceProvider):
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)
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@webmethod(route="/chat/completions/{completion_id}", method="GET", level=LLAMA_STACK_API_V1)
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async def get_chat_completion(self, completion_id: str) -> OpenAICompletionWithInputMessages:
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"""Describe a chat completion by its ID.
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"""Get chat completion.
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Describe a chat completion by its ID.
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:param completion_id: ID of the chat completion.
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:returns: A OpenAICompletionWithInputMessages.
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