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78a481bb22
See https://github.com/meta-llama/llama-stack/issues/827 for the broader design. Second part: - updates routing table / router code - updates the faiss implementation ## Test Plan ``` pytest -s -v -k sentence test_vector_io.py --env EMBEDDING_DIMENSION=384 ```
74 lines
2.1 KiB
Python
74 lines
2.1 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 typing import Any, Dict
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from llama_stack.distribution.datatypes import RoutedProtocol
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from llama_stack.distribution.store import DistributionRegistry
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from llama_stack.providers.datatypes import Api, RoutingTable
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from .routing_tables import (
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DatasetsRoutingTable,
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EvalTasksRoutingTable,
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ModelsRoutingTable,
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ScoringFunctionsRoutingTable,
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ShieldsRoutingTable,
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ToolGroupsRoutingTable,
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VectorDBsRoutingTable,
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)
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async def get_routing_table_impl(
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api: Api,
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impls_by_provider_id: Dict[str, RoutedProtocol],
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_deps,
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dist_registry: DistributionRegistry,
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) -> Any:
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api_to_tables = {
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"vector_dbs": VectorDBsRoutingTable,
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"models": ModelsRoutingTable,
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"shields": ShieldsRoutingTable,
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"datasets": DatasetsRoutingTable,
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"scoring_functions": ScoringFunctionsRoutingTable,
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"eval_tasks": EvalTasksRoutingTable,
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"tool_groups": ToolGroupsRoutingTable,
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}
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if api.value not in api_to_tables:
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raise ValueError(f"API {api.value} not found in router map")
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impl = api_to_tables[api.value](impls_by_provider_id, dist_registry)
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await impl.initialize()
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return impl
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async def get_auto_router_impl(api: Api, routing_table: RoutingTable, _deps) -> Any:
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from .routers import (
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DatasetIORouter,
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EvalRouter,
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InferenceRouter,
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SafetyRouter,
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ScoringRouter,
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ToolRuntimeRouter,
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VectorIORouter,
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)
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api_to_routers = {
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"vector_io": VectorIORouter,
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"inference": InferenceRouter,
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"safety": SafetyRouter,
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"datasetio": DatasetIORouter,
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"scoring": ScoringRouter,
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"eval": EvalRouter,
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"tool_runtime": ToolRuntimeRouter,
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}
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if api.value not in api_to_routers:
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raise ValueError(f"API {api.value} not found in router map")
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impl = api_to_routers[api.value](routing_table)
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await impl.initialize()
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return impl
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