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updating weaviate and pgvector classes
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
This commit is contained in:
Francisco Javier Arceo
parent
938786733c
commit
061911b993
2 changed files with 27 additions and 106 deletions
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@ -19,17 +19,7 @@ from llama_stack.apis.vector_dbs import VectorDB
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from llama_stack.apis.vector_io import (
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Chunk,
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QueryChunksResponse,
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SearchRankingOptions,
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VectorIO,
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VectorStoreChunkingStrategy,
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VectorStoreDeleteResponse,
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VectorStoreFileContentsResponse,
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VectorStoreFileObject,
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VectorStoreFileStatus,
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VectorStoreListFilesResponse,
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VectorStoreListResponse,
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VectorStoreObject,
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VectorStoreSearchResponsePage,
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)
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from llama_stack.providers.datatypes import Api, VectorDBsProtocolPrivate
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from llama_stack.providers.utils.kvstore import kvstore_impl
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@ -175,7 +165,7 @@ class PGVectorVectorIOAdapter(OpenAIVectorStoreMixin, VectorIO, VectorDBsProtoco
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self,
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config: PGVectorVectorIOConfig,
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inference_api: Api.inference,
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files_api: Files | None,
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files_api: Files | None = None,
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) -> None:
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self.config = config
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self.inference_api = inference_api
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@ -275,107 +265,20 @@ class PGVectorVectorIOAdapter(OpenAIVectorStoreMixin, VectorIO, VectorDBsProtoco
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self.cache[vector_db_id] = VectorDBWithIndex(vector_db, index, self.inference_api)
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return self.cache[vector_db_id]
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async def openai_create_vector_store(
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self,
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name: str,
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file_ids: list[str] | None = None,
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expires_after: dict[str, Any] | None = None,
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chunking_strategy: dict[str, Any] | None = None,
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metadata: dict[str, Any] | None = None,
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embedding_model: str | None = None,
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embedding_dimension: int | None = 384,
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provider_id: str | None = None,
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provider_vector_db_id: str | None = None,
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) -> VectorStoreObject:
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# OpenAI Vector Stores File operations are not supported in PGVector
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async def _save_openai_vector_store_file(
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self, store_id: str, file_id: str, file_info: dict[str, Any], file_contents: list[dict[str, Any]]
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) -> None:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_list_vector_stores(
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self,
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limit: int | None = 20,
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order: str | None = "desc",
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after: str | None = None,
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before: str | None = None,
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) -> VectorStoreListResponse:
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async def _load_openai_vector_store_file(self, store_id: str, file_id: str) -> dict[str, Any]:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_retrieve_vector_store(
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self,
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vector_store_id: str,
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) -> VectorStoreObject:
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async def _load_openai_vector_store_file_contents(self, store_id: str, file_id: str) -> list[dict[str, Any]]:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_update_vector_store(
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self,
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vector_store_id: str,
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name: str | None = None,
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expires_after: dict[str, Any] | None = None,
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metadata: dict[str, Any] | None = None,
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) -> VectorStoreObject:
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async def _update_openai_vector_store_file(self, store_id: str, file_id: str, file_info: dict[str, Any]) -> None:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_delete_vector_store(
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self,
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vector_store_id: str,
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) -> VectorStoreDeleteResponse:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_search_vector_store(
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self,
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vector_store_id: str,
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query: str | list[str],
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filters: dict[str, Any] | None = None,
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max_num_results: int | None = 10,
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ranking_options: SearchRankingOptions | None = None,
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rewrite_query: bool | None = False,
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search_mode: str | None = "vector",
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) -> VectorStoreSearchResponsePage:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_attach_file_to_vector_store(
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self,
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vector_store_id: str,
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file_id: str,
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attributes: dict[str, Any] | None = None,
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chunking_strategy: VectorStoreChunkingStrategy | None = None,
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) -> VectorStoreFileObject:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_list_files_in_vector_store(
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self,
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vector_store_id: str,
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limit: int | None = 20,
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order: str | None = "desc",
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after: str | None = None,
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before: str | None = None,
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filter: VectorStoreFileStatus | None = None,
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) -> VectorStoreListFilesResponse:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_retrieve_vector_store_file(
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self,
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vector_store_id: str,
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file_id: str,
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) -> VectorStoreFileObject:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_retrieve_vector_store_file_contents(
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self,
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vector_store_id: str,
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file_id: str,
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) -> VectorStoreFileContentsResponse:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_update_vector_store_file(
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self,
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vector_store_id: str,
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file_id: str,
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attributes: dict[str, Any] | None = None,
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) -> VectorStoreFileObject:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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async def openai_delete_vector_store_file(
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self,
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vector_store_id: str,
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file_id: str,
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) -> VectorStoreFileObject:
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async def _delete_openai_vector_store_file_from_storage(self, store_id: str, file_id: str) -> None:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in PGVector")
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@ -246,3 +246,21 @@ class WeaviateVectorIOAdapter(
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raise ValueError(f"Vector DB {vector_db_id} not found")
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return await index.query_chunks(query, params)
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# OpenAI Vector Stores File operations are not supported in Weaviate
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async def _save_openai_vector_store_file(
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self, store_id: str, file_id: str, file_info: dict[str, Any], file_contents: list[dict[str, Any]]
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) -> None:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in Weaviate")
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async def _load_openai_vector_store_file(self, store_id: str, file_id: str) -> dict[str, Any]:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in Weaviate")
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async def _load_openai_vector_store_file_contents(self, store_id: str, file_id: str) -> list[dict[str, Any]]:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in Weaviate")
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async def _update_openai_vector_store_file(self, store_id: str, file_id: str, file_info: dict[str, Any]) -> None:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in Weaviate")
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async def _delete_openai_vector_store_file_from_storage(self, store_id: str, file_id: str) -> None:
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raise NotImplementedError("OpenAI Vector Stores API is not supported in Weaviate")
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