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chore(api): remove deprecated embeddings impls (#3301)
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# What does this PR do? remove deprecated embeddings implementations
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19 changed files with 3 additions and 632 deletions
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@ -12,14 +12,11 @@ from together.constants import BASE_URL
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from llama_stack.apis.common.content_types import (
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InterleavedContent,
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InterleavedContentItem,
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)
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from llama_stack.apis.inference import (
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ChatCompletionRequest,
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ChatCompletionResponse,
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CompletionRequest,
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EmbeddingsResponse,
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EmbeddingTaskType,
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Inference,
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LogProbConfig,
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Message,
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@ -27,7 +24,6 @@ from llama_stack.apis.inference import (
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ResponseFormat,
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ResponseFormatType,
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SamplingParams,
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TextTruncation,
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ToolChoice,
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ToolConfig,
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ToolDefinition,
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@ -50,8 +46,6 @@ from llama_stack.providers.utils.inference.openai_mixin import OpenAIMixin
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from llama_stack.providers.utils.inference.prompt_adapter import (
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chat_completion_request_to_prompt,
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completion_request_to_prompt,
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content_has_media,
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interleaved_content_as_str,
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request_has_media,
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)
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@ -247,26 +241,6 @@ class TogetherInferenceAdapter(OpenAIMixin, ModelRegistryHelper, Inference, Need
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logger.debug(f"params to together: {params}")
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return params
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async def embeddings(
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self,
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model_id: str,
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contents: list[str] | list[InterleavedContentItem],
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text_truncation: TextTruncation | None = TextTruncation.none,
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output_dimension: int | None = None,
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task_type: EmbeddingTaskType | None = None,
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) -> EmbeddingsResponse:
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model = await self.model_store.get_model(model_id)
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assert all(not content_has_media(content) for content in contents), (
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"Together does not support media for embeddings"
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)
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client = self._get_client()
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r = await client.embeddings.create(
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model=model.provider_resource_id,
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input=[interleaved_content_as_str(content) for content in contents],
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)
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embeddings = [item.embedding for item in r.data]
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return EmbeddingsResponse(embeddings=embeddings)
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async def list_models(self) -> list[Model] | None:
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self._model_cache = {}
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# Together's /v1/models is not compatible with OpenAI's /v1/models. Together support ticket #13355 -> will not fix, use Together's own client
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