forked from phoenix-oss/llama-stack-mirror
add NVIDIA NIM inference adapter (#355)
# What does this PR do? this PR adds a basic inference adapter to NVIDIA NIMs what it does - - chat completion api - tool calls - streaming - structured output - logprobs - support hosted NIM on integrate.api.nvidia.com - support downloaded NIM containers what it does not do - - completion api - embedding api - vision models - builtin tools - have certainty that sampling strategies are correct ## Feature/Issue validation/testing/test plan `pytest -s -v --providers inference=nvidia llama_stack/providers/tests/inference/ --env NVIDIA_API_KEY=...` all tests should pass. there are pydantic v1 warnings. ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read the [contributor guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md), Pull Request section? - [ ] Was this discussed/approved via a Github issue? Please add a link to it if that's the case. - [ ] Did you make sure to update the documentation with your changes? - [x] Did you write any new necessary tests? Thanks for contributing 🎉!
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llama_stack/providers/remote/inference/nvidia/__init__.py
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llama_stack/providers/remote/inference/nvidia/__init__.py
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# 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.apis.inference import Inference
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from .config import NVIDIAConfig
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async def get_adapter_impl(config: NVIDIAConfig, _deps) -> Inference:
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# import dynamically so `llama stack build` does not fail due to missing dependencies
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from .nvidia import NVIDIAInferenceAdapter
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if not isinstance(config, NVIDIAConfig):
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raise RuntimeError(f"Unexpected config type: {type(config)}")
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adapter = NVIDIAInferenceAdapter(config)
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return adapter
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__all__ = ["get_adapter_impl", "NVIDIAConfig"]
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