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chore: turn OpenAIMixin into a pydantic.BaseModel
- implement get_api_key instead of relying on LiteLLMOpenAIMixin.get_api_key - remove use of LiteLLMOpenAIMixin - add default initialize/shutdown methods to OpenAIMixin - remove __init__s to allow proper pydantic construction - remove dead code from vllm adapter and associated / duplicate unit tests - update vllm adapter to use openaimixin for model registration - remove ModelRegistryHelper from fireworks & together adapters - remove Inference from nvidia adapter - complete type hints on embedding_model_metadata - allow extra fields on OpenAIMixin, for model_store, __provider_id__, etc - new recordings for ollama
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57 changed files with 12520 additions and 1254 deletions
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@ -9,7 +9,6 @@ from typing import Any
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from databricks.sdk import WorkspaceClient
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from llama_stack.apis.inference import (
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Inference,
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Model,
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OpenAICompletion,
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)
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@ -22,31 +21,21 @@ from .config import DatabricksImplConfig
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logger = get_logger(name=__name__, category="inference::databricks")
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class DatabricksInferenceAdapter(
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OpenAIMixin,
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Inference,
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):
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class DatabricksInferenceAdapter(OpenAIMixin):
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config: DatabricksImplConfig
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# source: https://docs.databricks.com/aws/en/machine-learning/foundation-model-apis/supported-models
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embedding_model_metadata = {
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"databricks-gte-large-en": {"embedding_dimension": 1024, "context_length": 8192},
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"databricks-bge-large-en": {"embedding_dimension": 1024, "context_length": 512},
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}
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def __init__(self, config: DatabricksImplConfig) -> None:
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self.config = config
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def get_api_key(self) -> str:
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return self.config.api_token.get_secret_value()
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def get_base_url(self) -> str:
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return f"{self.config.url}/serving-endpoints"
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async def initialize(self) -> None:
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return
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async def shutdown(self) -> None:
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pass
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async def openai_completion(
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self,
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model: str,
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