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Nutanix AI distribution
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parent
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commit
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10 changed files with 237 additions and 14 deletions
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@ -1,4 +1,4 @@
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# Copyright (c) Nutanix, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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@ -1,9 +1,11 @@
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# Copyright (c) Nutanix, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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from typing import Any, Dict, Optional
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from llama_models.schema_utils import json_schema_type
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from pydantic import BaseModel, Field
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@ -11,10 +13,17 @@ from pydantic import BaseModel, Field
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@json_schema_type
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class NutanixImplConfig(BaseModel):
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url: str = Field(
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default=None,
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description="The URL of the Nutanix AI endpoint",
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default="https://ai.nutanix.com/api/v1",
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description="The URL of the Nutanix AI Endpoint",
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)
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api_token: str = Field(
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api_key: Optional[str] = Field(
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default=None,
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description="The API token of the Nutanix AI endpoint",
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description="The API key to the Nutanix AI Endpoint",
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)
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@classmethod
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def sample_run_config(cls) -> Dict[str, Any]:
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return {
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"url": "https://ai.nutanix.com/api/v1",
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"api_key": "${env.NUTANIX_API_KEY}",
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}
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@ -1,4 +1,4 @@
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# Copyright (c) Nutanix, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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@ -30,7 +30,7 @@ from llama_stack.providers.utils.inference.prompt_adapter import (
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from .config import NutanixImplConfig
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model_aliases = [
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MODEL_ALIASES = [
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build_model_alias(
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"vllm-llama-3-1",
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CoreModelId.llama3_1_8b_instruct.value,
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@ -40,7 +40,7 @@ model_aliases = [
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class NutanixInferenceAdapter(ModelRegistryHelper, Inference):
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def __init__(self, config: NutanixImplConfig) -> None:
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ModelRegistryHelper.__init__(self, model_aliases)
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ModelRegistryHelper.__init__(self, MODEL_ALIASES)
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self.config = config
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self.formatter = ChatFormat(Tokenizer.get_instance())
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@ -50,6 +50,20 @@ class NutanixInferenceAdapter(ModelRegistryHelper, Inference):
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async def shutdown(self) -> None:
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pass
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def _get_client(self) -> OpenAI:
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nutanix_api_key = None
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if self.config.api_key:
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nutanix_api_key = self.config.api_key
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else:
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provider_data = self.get_request_provider_data()
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if provider_data is None or not provider_data.nutanix_api_key:
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raise ValueError(
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'Pass Together API Key in the header X-LlamaStack-ProviderData as { "nutanix_api_key": <your api key>}'
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)
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nutanix_api_key = provider_data.nutanix_api_key
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return OpenAI(base_url=self.config.url, api_key=nutanix_api_key)
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async def completion(
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self,
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model_id: str,
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@ -85,7 +99,7 @@ class NutanixInferenceAdapter(ModelRegistryHelper, Inference):
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logprobs=logprobs,
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)
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client = OpenAI(base_url=self.config.url, api_key=self.config.api_token)
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client = self._get_client()
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if stream:
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return self._stream_chat_completion(request, client)
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else:
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