llama-stack/llama_stack/distribution/routers/__init__.py
Ashwin Bharambe 78a481bb22
[memory refactor][2/n] Update faiss and make it pass tests (#830)
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
```
2025-01-22 10:02:15 -08:00

74 lines
2.1 KiB
Python

# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
from typing import Any, Dict
from llama_stack.distribution.datatypes import RoutedProtocol
from llama_stack.distribution.store import DistributionRegistry
from llama_stack.providers.datatypes import Api, RoutingTable
from .routing_tables import (
DatasetsRoutingTable,
EvalTasksRoutingTable,
ModelsRoutingTable,
ScoringFunctionsRoutingTable,
ShieldsRoutingTable,
ToolGroupsRoutingTable,
VectorDBsRoutingTable,
)
async def get_routing_table_impl(
api: Api,
impls_by_provider_id: Dict[str, RoutedProtocol],
_deps,
dist_registry: DistributionRegistry,
) -> Any:
api_to_tables = {
"vector_dbs": VectorDBsRoutingTable,
"models": ModelsRoutingTable,
"shields": ShieldsRoutingTable,
"datasets": DatasetsRoutingTable,
"scoring_functions": ScoringFunctionsRoutingTable,
"eval_tasks": EvalTasksRoutingTable,
"tool_groups": ToolGroupsRoutingTable,
}
if api.value not in api_to_tables:
raise ValueError(f"API {api.value} not found in router map")
impl = api_to_tables[api.value](impls_by_provider_id, dist_registry)
await impl.initialize()
return impl
async def get_auto_router_impl(api: Api, routing_table: RoutingTable, _deps) -> Any:
from .routers import (
DatasetIORouter,
EvalRouter,
InferenceRouter,
SafetyRouter,
ScoringRouter,
ToolRuntimeRouter,
VectorIORouter,
)
api_to_routers = {
"vector_io": VectorIORouter,
"inference": InferenceRouter,
"safety": SafetyRouter,
"datasetio": DatasetIORouter,
"scoring": ScoringRouter,
"eval": EvalRouter,
"tool_runtime": ToolRuntimeRouter,
}
if api.value not in api_to_routers:
raise ValueError(f"API {api.value} not found in router map")
impl = api_to_routers[api.value](routing_table)
await impl.initialize()
return impl