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chore!: BREAKING CHANGE removing VectorDB APIs (#3774)
# What does this PR do? Removes VectorDBs from API surface and our tests. Moves tests to Vector Stores. <!-- If resolving an issue, uncomment and update the line below --> <!-- Closes #[issue-number] --> ## Test Plan <!-- Describe the tests you ran to verify your changes with result summaries. *Provide clear instructions so the plan can be easily re-executed.* --> --------- Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
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111 changed files with 60412 additions and 2765 deletions
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@ -96,7 +96,6 @@ class Api(Enum, metaclass=DynamicApiMeta):
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:cvar telemetry: Observability and system monitoring
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:cvar models: Model metadata and management
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:cvar shields: Safety shield implementations
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:cvar vector_dbs: Vector database management
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:cvar datasets: Dataset creation and management
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:cvar scoring_functions: Scoring function definitions
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:cvar benchmarks: Benchmark suite management
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@ -122,7 +121,6 @@ class Api(Enum, metaclass=DynamicApiMeta):
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models = "models"
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shields = "shields"
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vector_dbs = "vector_dbs"
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datasets = "datasets"
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scoring_functions = "scoring_functions"
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benchmarks = "benchmarks"
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@ -4,14 +4,12 @@
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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 Literal, Protocol, runtime_checkable
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from typing import Literal
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from pydantic import BaseModel
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from llama_stack.apis.resource import Resource, ResourceType
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from llama_stack.apis.version import LLAMA_STACK_API_V1
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from llama_stack.providers.utils.telemetry.trace_protocol import trace_protocol
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from llama_stack.schema_utils import json_schema_type, webmethod
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from llama_stack.schema_utils import json_schema_type
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@json_schema_type
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@ -61,57 +59,3 @@ class ListVectorDBsResponse(BaseModel):
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"""
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data: list[VectorDB]
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@runtime_checkable
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@trace_protocol
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class VectorDBs(Protocol):
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@webmethod(route="/vector-dbs", method="GET", level=LLAMA_STACK_API_V1)
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async def list_vector_dbs(self) -> ListVectorDBsResponse:
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"""List all vector databases.
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:returns: A ListVectorDBsResponse.
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"""
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...
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@webmethod(route="/vector-dbs/{vector_db_id:path}", method="GET", level=LLAMA_STACK_API_V1)
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async def get_vector_db(
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self,
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vector_db_id: str,
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) -> VectorDB:
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"""Get a vector database by its identifier.
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:param vector_db_id: The identifier of the vector database to get.
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:returns: A VectorDB.
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"""
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...
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@webmethod(route="/vector-dbs", method="POST", level=LLAMA_STACK_API_V1)
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async def register_vector_db(
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self,
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vector_db_id: str,
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embedding_model: str,
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embedding_dimension: int | None = 384,
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provider_id: str | None = None,
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vector_db_name: str | None = None,
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provider_vector_db_id: str | None = None,
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) -> VectorDB:
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"""Register a vector database.
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:param vector_db_id: The identifier of the vector database to register.
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:param embedding_model: The embedding model to use.
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:param embedding_dimension: The dimension of the embedding model.
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:param provider_id: The identifier of the provider.
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:param vector_db_name: The name of the vector database.
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:param provider_vector_db_id: The identifier of the vector database in the provider.
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:returns: A VectorDB.
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"""
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...
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@webmethod(route="/vector-dbs/{vector_db_id:path}", method="DELETE", level=LLAMA_STACK_API_V1)
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async def unregister_vector_db(self, vector_db_id: str) -> None:
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"""Unregister a vector database.
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:param vector_db_id: The identifier of the vector database to unregister.
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"""
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...
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