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84 lines
3.2 KiB
Python
84 lines
3.2 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 functools import lru_cache
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from typing import List, Optional
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from .datatypes import * # noqa: F403
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from .distribution import api_providers
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@lru_cache()
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def available_distribution_specs() -> List[DistributionSpec]:
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providers = api_providers()
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return [
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DistributionSpec(
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spec_id="local",
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description="Use code from `llama_toolchain` itself to serve all llama stack APIs",
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provider_specs={
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Api.inference: providers[Api.inference]["meta-reference"],
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Api.memory: providers[Api.memory]["meta-reference-faiss"],
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Api.safety: providers[Api.safety]["meta-reference"],
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Api.agentic_system: providers[Api.agentic_system]["meta-reference"],
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},
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),
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DistributionSpec(
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spec_id="remote",
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description="Point to remote services for all llama stack APIs",
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provider_specs={x: remote_provider_spec(x) for x in providers},
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),
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DistributionSpec(
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spec_id="local-ollama",
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description="Like local, but use ollama for running LLM inference",
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provider_specs={
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# this is ODD; make this easier -- we just need a better function to retrieve registered providers
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Api.inference: providers[Api.inference][remote_provider_id("ollama")],
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Api.safety: providers[Api.safety]["meta-reference"],
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Api.agentic_system: providers[Api.agentic_system]["meta-reference"],
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Api.memory: providers[Api.memory]["meta-reference-faiss"],
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},
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),
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DistributionSpec(
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spec_id="test-agentic",
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description="Test agentic with others as remote",
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provider_specs={
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Api.agentic_system: providers[Api.agentic_system]["meta-reference"],
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Api.inference: remote_provider_spec(Api.inference),
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Api.memory: remote_provider_spec(Api.memory),
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Api.safety: remote_provider_spec(Api.safety),
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},
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),
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DistributionSpec(
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spec_id="test-inference",
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description="Test inference provider",
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provider_specs={
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Api.inference: providers[Api.inference]["meta-reference"],
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},
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),
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DistributionSpec(
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spec_id="test-memory",
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description="Test memory provider",
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provider_specs={
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Api.inference: providers[Api.inference]["meta-reference"],
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Api.memory: providers[Api.memory]["meta-reference-faiss"],
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},
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),
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DistributionSpec(
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spec_id="test-safety",
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description="Test safety provider",
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provider_specs={
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Api.safety: providers[Api.safety]["meta-reference"],
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},
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),
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]
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@lru_cache()
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def resolve_distribution_spec(spec_id: str) -> Optional[DistributionSpec]:
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for spec in available_distribution_specs():
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if spec.spec_id == spec_id:
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return spec
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return None
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