mirror of
https://github.com/meta-llama/llama-stack.git
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466ef6f490
- remove auto-download of ollama embedding models - add embedding model metadata to dynamic listing w/ unit test - add support and tests for allowed_models - removed inference provider models.py files where dynamic listing is enabled - store embedding metadata in embedding_model_metadata field on inference providers - make model_entries optional on ModelRegistryHelper and LiteLLMOpenAIMixin - make OpenAIMixin a ModelRegistryHelper - skip base64 embedding test for remote::ollama, always returns floats - only use OpenAI client for ollama model listing - remove unused build_model_entry function - remove unused get_huggingface_repo function
48 lines
1.8 KiB
Python
48 lines
1.8 KiB
Python
# Copyright (c) Meta Platforms, 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 llama_stack.providers.utils.inference.litellm_openai_mixin import LiteLLMOpenAIMixin
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from llama_stack.providers.utils.inference.openai_mixin import OpenAIMixin
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from .config import SambaNovaImplConfig
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class SambaNovaInferenceAdapter(OpenAIMixin, LiteLLMOpenAIMixin):
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"""
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SambaNova Inference Adapter for Llama Stack.
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Note: The inheritance order is important here. OpenAIMixin must come before
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LiteLLMOpenAIMixin to ensure that OpenAIMixin.check_model_availability()
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is used instead of LiteLLMOpenAIMixin.check_model_availability().
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- OpenAIMixin.check_model_availability() queries the /v1/models to check if a model exists
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- LiteLLMOpenAIMixin.check_model_availability() checks the static registry within LiteLLM
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"""
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def __init__(self, config: SambaNovaImplConfig):
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self.config = config
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self.environment_available_models = []
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LiteLLMOpenAIMixin.__init__(
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self,
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litellm_provider_name="sambanova",
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api_key_from_config=self.config.api_key.get_secret_value() if self.config.api_key else None,
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provider_data_api_key_field="sambanova_api_key",
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openai_compat_api_base=self.config.url,
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download_images=True, # SambaNova requires base64 image encoding
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json_schema_strict=False, # SambaNova doesn't support strict=True yet
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)
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# Delegate the client data handling get_api_key method to LiteLLMOpenAIMixin
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get_api_key = LiteLLMOpenAIMixin.get_api_key
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def get_base_url(self) -> str:
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"""
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Get the base URL for OpenAI mixin.
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:return: The SambaNova base URL
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"""
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return self.config.url
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