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feat: Add missing Vector Store Files API surface
This adds the ability to list, retrieve, update, and delete Vector Store Files. It implements these new APIs for the faiss and sqlite-vec providers, since those are the two that also have the rest of the vector store files implementation. There are a number of new integration tests added, which I ran for each provider as outlined below. faiss (from ollama distro): ``` INFERENCE_MODEL="meta-llama/Llama-3.2-3B-Instruct" \ llama stack run llama_stack/templates/ollama/run.yaml LLAMA_STACK_CONFIG=http://localhost:8321 \ pytest -sv tests/integration/vector_io/test_openai_vector_stores.py \ --embedding-model=all-MiniLM-L6-v2 ``` sqlite-vec (from starter distro): ``` llama stack run llama_stack/templates/starter/run.yaml LLAMA_STACK_CONFIG=http://localhost:8321 \ pytest -sv tests/integration/vector_io/test_openai_vector_stores.py \ --embedding-model=all-MiniLM-L6-v2 ``` Signed-off-by: Ben Browning <bbrownin@redhat.com>
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Ben Browning
parent
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11 changed files with 1248 additions and 20 deletions
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docs/_static/llama-stack-spec.html
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@ -3241,6 +3241,47 @@
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}
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},
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"/v1/openai/v1/vector_stores/{vector_store_id}/files": {
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"get": {
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"responses": {
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"200": {
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"description": "A VectorStoreListFilesResponse containing the list of files.",
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/VectorStoreListFilesResponse"
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}
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}
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}
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},
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"400": {
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"$ref": "#/components/responses/BadRequest400"
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},
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"429": {
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"$ref": "#/components/responses/TooManyRequests429"
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},
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"500": {
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"$ref": "#/components/responses/InternalServerError500"
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},
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"default": {
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"$ref": "#/components/responses/DefaultError"
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}
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},
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"tags": [
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"VectorIO"
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],
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"description": "List files in a vector store.",
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"parameters": [
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{
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"name": "vector_store_id",
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"in": "path",
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"description": "The ID of the vector store to list files from.",
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"required": true,
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"schema": {
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"type": "string"
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}
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}
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]
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},
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"post": {
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"responses": {
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"200": {
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@ -3666,6 +3707,168 @@
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]
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}
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},
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"/v1/openai/v1/vector_stores/{vector_store_id}/files/{file_id}": {
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"get": {
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"responses": {
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"200": {
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"description": "A VectorStoreFileObject representing the file.",
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/VectorStoreFileObject"
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}
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}
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}
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},
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"400": {
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"$ref": "#/components/responses/BadRequest400"
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},
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"429": {
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"$ref": "#/components/responses/TooManyRequests429"
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},
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"500": {
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"$ref": "#/components/responses/InternalServerError500"
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},
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"default": {
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"$ref": "#/components/responses/DefaultError"
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}
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},
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"tags": [
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"VectorIO"
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],
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"description": "Retrieves a vector store file.",
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"parameters": [
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{
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"name": "vector_store_id",
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"in": "path",
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"description": "The ID of the vector store containing the file to retrieve.",
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"required": true,
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"schema": {
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"type": "string"
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}
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},
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{
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"name": "file_id",
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"in": "path",
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"description": "The ID of the file to retrieve.",
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"required": true,
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"schema": {
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"type": "string"
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}
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}
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]
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},
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"post": {
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"responses": {
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"200": {
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"description": "A VectorStoreFileObject representing the updated file.",
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/VectorStoreFileObject"
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}
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}
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}
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},
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"400": {
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"$ref": "#/components/responses/BadRequest400"
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},
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"429": {
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"$ref": "#/components/responses/TooManyRequests429"
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},
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"500": {
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"$ref": "#/components/responses/InternalServerError500"
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},
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"default": {
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"$ref": "#/components/responses/DefaultError"
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}
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},
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"tags": [
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"VectorIO"
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],
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"description": "Updates a vector store file.",
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"parameters": [
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{
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"name": "vector_store_id",
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"in": "path",
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"description": "The ID of the vector store containing the file to update.",
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"required": true,
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"schema": {
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"type": "string"
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}
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},
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{
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"name": "file_id",
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"in": "path",
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"description": "The ID of the file to update.",
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"required": true,
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"schema": {
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"type": "string"
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}
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}
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],
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"requestBody": {
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/OpenaiUpdateVectorStoreFileRequest"
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}
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}
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},
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"required": true
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}
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},
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"delete": {
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"responses": {
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"200": {
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"description": "A VectorStoreFileDeleteResponse indicating the deletion status.",
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/VectorStoreFileDeleteResponse"
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}
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}
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}
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},
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"400": {
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"$ref": "#/components/responses/BadRequest400"
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},
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"429": {
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"$ref": "#/components/responses/TooManyRequests429"
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},
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"500": {
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"$ref": "#/components/responses/InternalServerError500"
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},
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"default": {
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"$ref": "#/components/responses/DefaultError"
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}
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},
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"tags": [
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"VectorIO"
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],
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"description": "Delete a vector store file.",
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"parameters": [
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{
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"name": "vector_store_id",
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"in": "path",
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"description": "The ID of the vector store containing the file to delete.",
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"required": true,
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"schema": {
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"type": "string"
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}
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},
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{
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"name": "file_id",
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"in": "path",
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"description": "The ID of the file to delete.",
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"required": true,
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"schema": {
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"type": "string"
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}
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}
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]
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}
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},
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"/v1/openai/v1/embeddings": {
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"post": {
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"responses": {
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@ -12969,6 +13172,35 @@
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],
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"title": "OpenaiCreateVectorStoreRequest"
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},
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"VectorStoreFileCounts": {
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"type": "object",
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"properties": {
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"completed": {
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"type": "integer"
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},
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"cancelled": {
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"type": "integer"
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},
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"failed": {
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"type": "integer"
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},
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"in_progress": {
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"type": "integer"
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},
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"total": {
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"type": "integer"
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}
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},
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"additionalProperties": false,
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"required": [
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"completed",
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"cancelled",
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"failed",
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"in_progress",
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"total"
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],
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"title": "VectorStoreFileCounts"
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},
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"VectorStoreObject": {
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"type": "object",
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"properties": {
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@ -12990,10 +13222,7 @@
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"default": 0
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},
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"file_counts": {
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"type": "object",
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"additionalProperties": {
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"type": "integer"
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}
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"$ref": "#/components/schemas/VectorStoreFileCounts"
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},
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"status": {
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"type": "string",
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@ -13120,6 +13349,30 @@
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"title": "VectorStoreDeleteResponse",
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"description": "Response from deleting a vector store."
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},
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"VectorStoreFileDeleteResponse": {
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"type": "object",
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"properties": {
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"id": {
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"type": "string"
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},
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"object": {
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"type": "string",
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"default": "vector_store.file.deleted"
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},
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"deleted": {
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"type": "boolean",
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"default": true
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}
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},
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"additionalProperties": false,
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"required": [
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"id",
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"object",
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"deleted"
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],
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"title": "VectorStoreFileDeleteResponse",
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"description": "Response from deleting a vector store file."
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},
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"OpenaiEmbeddingsRequest": {
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"type": "object",
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"properties": {
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@ -13348,6 +13601,28 @@
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"title": "OpenAIFileObject",
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"description": "OpenAI File object as defined in the OpenAI Files API."
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},
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"VectorStoreListFilesResponse": {
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"type": "object",
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"properties": {
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"object": {
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"type": "string",
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"default": "list"
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},
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"data": {
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"type": "array",
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"items": {
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"$ref": "#/components/schemas/VectorStoreFileObject"
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}
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}
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},
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"additionalProperties": false,
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"required": [
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"object",
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"data"
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],
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"title": "VectorStoreListFilesResponse",
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"description": "Response from listing vector stores."
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},
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"OpenAIModel": {
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"type": "object",
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"properties": {
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@ -13661,6 +13936,42 @@
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"additionalProperties": false,
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"title": "OpenaiUpdateVectorStoreRequest"
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},
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"OpenaiUpdateVectorStoreFileRequest": {
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"type": "object",
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"properties": {
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"attributes": {
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"type": "object",
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"additionalProperties": {
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"oneOf": [
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{
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"type": "null"
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},
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{
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"type": "boolean"
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},
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{
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"type": "number"
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},
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{
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"type": "string"
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},
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{
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"type": "array"
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},
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{
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"type": "object"
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}
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]
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},
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"description": "The updated key-value attributes to store with the file."
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}
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},
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"additionalProperties": false,
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"required": [
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"attributes"
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],
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"title": "OpenaiUpdateVectorStoreFileRequest"
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},
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"DPOAlignmentConfig": {
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"type": "object",
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"properties": {
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