mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-07-19 03:10:03 +00:00
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>
This commit is contained in:
Ben Browning
parent
c20388c424
commit
459d50a365
11 changed files with 1248 additions and 20 deletions
224
docs/_static/llama-stack-spec.yaml
vendored
224
docs/_static/llama-stack-spec.yaml
vendored
|
|
@ -2264,6 +2264,36 @@ paths:
|
|||
$ref: '#/components/schemas/LogEventRequest'
|
||||
required: true
|
||||
/v1/openai/v1/vector_stores/{vector_store_id}/files:
|
||||
get:
|
||||
responses:
|
||||
'200':
|
||||
description: >-
|
||||
A VectorStoreListFilesResponse containing the list of files.
|
||||
content:
|
||||
application/json:
|
||||
schema:
|
||||
$ref: '#/components/schemas/VectorStoreListFilesResponse'
|
||||
'400':
|
||||
$ref: '#/components/responses/BadRequest400'
|
||||
'429':
|
||||
$ref: >-
|
||||
#/components/responses/TooManyRequests429
|
||||
'500':
|
||||
$ref: >-
|
||||
#/components/responses/InternalServerError500
|
||||
default:
|
||||
$ref: '#/components/responses/DefaultError'
|
||||
tags:
|
||||
- VectorIO
|
||||
description: List files in a vector store.
|
||||
parameters:
|
||||
- name: vector_store_id
|
||||
in: path
|
||||
description: >-
|
||||
The ID of the vector store to list files from.
|
||||
required: true
|
||||
schema:
|
||||
type: string
|
||||
post:
|
||||
responses:
|
||||
'200':
|
||||
|
|
@ -2572,6 +2602,121 @@ paths:
|
|||
required: true
|
||||
schema:
|
||||
type: string
|
||||
/v1/openai/v1/vector_stores/{vector_store_id}/files/{file_id}:
|
||||
get:
|
||||
responses:
|
||||
'200':
|
||||
description: >-
|
||||
A VectorStoreFileObject representing the file.
|
||||
content:
|
||||
application/json:
|
||||
schema:
|
||||
$ref: '#/components/schemas/VectorStoreFileObject'
|
||||
'400':
|
||||
$ref: '#/components/responses/BadRequest400'
|
||||
'429':
|
||||
$ref: >-
|
||||
#/components/responses/TooManyRequests429
|
||||
'500':
|
||||
$ref: >-
|
||||
#/components/responses/InternalServerError500
|
||||
default:
|
||||
$ref: '#/components/responses/DefaultError'
|
||||
tags:
|
||||
- VectorIO
|
||||
description: Retrieves a vector store file.
|
||||
parameters:
|
||||
- name: vector_store_id
|
||||
in: path
|
||||
description: >-
|
||||
The ID of the vector store containing the file to retrieve.
|
||||
required: true
|
||||
schema:
|
||||
type: string
|
||||
- name: file_id
|
||||
in: path
|
||||
description: The ID of the file to retrieve.
|
||||
required: true
|
||||
schema:
|
||||
type: string
|
||||
post:
|
||||
responses:
|
||||
'200':
|
||||
description: >-
|
||||
A VectorStoreFileObject representing the updated file.
|
||||
content:
|
||||
application/json:
|
||||
schema:
|
||||
$ref: '#/components/schemas/VectorStoreFileObject'
|
||||
'400':
|
||||
$ref: '#/components/responses/BadRequest400'
|
||||
'429':
|
||||
$ref: >-
|
||||
#/components/responses/TooManyRequests429
|
||||
'500':
|
||||
$ref: >-
|
||||
#/components/responses/InternalServerError500
|
||||
default:
|
||||
$ref: '#/components/responses/DefaultError'
|
||||
tags:
|
||||
- VectorIO
|
||||
description: Updates a vector store file.
|
||||
parameters:
|
||||
- name: vector_store_id
|
||||
in: path
|
||||
description: >-
|
||||
The ID of the vector store containing the file to update.
|
||||
required: true
|
||||
schema:
|
||||
type: string
|
||||
- name: file_id
|
||||
in: path
|
||||
description: The ID of the file to update.
|
||||
required: true
|
||||
schema:
|
||||
type: string
|
||||
requestBody:
|
||||
content:
|
||||
application/json:
|
||||
schema:
|
||||
$ref: '#/components/schemas/OpenaiUpdateVectorStoreFileRequest'
|
||||
required: true
|
||||
delete:
|
||||
responses:
|
||||
'200':
|
||||
description: >-
|
||||
A VectorStoreFileDeleteResponse indicating the deletion status.
|
||||
content:
|
||||
application/json:
|
||||
schema:
|
||||
$ref: '#/components/schemas/VectorStoreFileDeleteResponse'
|
||||
'400':
|
||||
$ref: '#/components/responses/BadRequest400'
|
||||
'429':
|
||||
$ref: >-
|
||||
#/components/responses/TooManyRequests429
|
||||
'500':
|
||||
$ref: >-
|
||||
#/components/responses/InternalServerError500
|
||||
default:
|
||||
$ref: '#/components/responses/DefaultError'
|
||||
tags:
|
||||
- VectorIO
|
||||
description: Delete a vector store file.
|
||||
parameters:
|
||||
- name: vector_store_id
|
||||
in: path
|
||||
description: >-
|
||||
The ID of the vector store containing the file to delete.
|
||||
required: true
|
||||
schema:
|
||||
type: string
|
||||
- name: file_id
|
||||
in: path
|
||||
description: The ID of the file to delete.
|
||||
required: true
|
||||
schema:
|
||||
type: string
|
||||
/v1/openai/v1/embeddings:
|
||||
post:
|
||||
responses:
|
||||
|
|
@ -9031,6 +9176,27 @@ components:
|
|||
required:
|
||||
- name
|
||||
title: OpenaiCreateVectorStoreRequest
|
||||
VectorStoreFileCounts:
|
||||
type: object
|
||||
properties:
|
||||
completed:
|
||||
type: integer
|
||||
cancelled:
|
||||
type: integer
|
||||
failed:
|
||||
type: integer
|
||||
in_progress:
|
||||
type: integer
|
||||
total:
|
||||
type: integer
|
||||
additionalProperties: false
|
||||
required:
|
||||
- completed
|
||||
- cancelled
|
||||
- failed
|
||||
- in_progress
|
||||
- total
|
||||
title: VectorStoreFileCounts
|
||||
VectorStoreObject:
|
||||
type: object
|
||||
properties:
|
||||
|
|
@ -9047,9 +9213,7 @@ components:
|
|||
type: integer
|
||||
default: 0
|
||||
file_counts:
|
||||
type: object
|
||||
additionalProperties:
|
||||
type: integer
|
||||
$ref: '#/components/schemas/VectorStoreFileCounts'
|
||||
status:
|
||||
type: string
|
||||
default: completed
|
||||
|
|
@ -9129,6 +9293,25 @@ components:
|
|||
- deleted
|
||||
title: VectorStoreDeleteResponse
|
||||
description: Response from deleting a vector store.
|
||||
VectorStoreFileDeleteResponse:
|
||||
type: object
|
||||
properties:
|
||||
id:
|
||||
type: string
|
||||
object:
|
||||
type: string
|
||||
default: vector_store.file.deleted
|
||||
deleted:
|
||||
type: boolean
|
||||
default: true
|
||||
additionalProperties: false
|
||||
required:
|
||||
- id
|
||||
- object
|
||||
- deleted
|
||||
title: VectorStoreFileDeleteResponse
|
||||
description: >-
|
||||
Response from deleting a vector store file.
|
||||
OpenaiEmbeddingsRequest:
|
||||
type: object
|
||||
properties:
|
||||
|
|
@ -9320,6 +9503,22 @@ components:
|
|||
title: OpenAIFileObject
|
||||
description: >-
|
||||
OpenAI File object as defined in the OpenAI Files API.
|
||||
VectorStoreListFilesResponse:
|
||||
type: object
|
||||
properties:
|
||||
object:
|
||||
type: string
|
||||
default: list
|
||||
data:
|
||||
type: array
|
||||
items:
|
||||
$ref: '#/components/schemas/VectorStoreFileObject'
|
||||
additionalProperties: false
|
||||
required:
|
||||
- object
|
||||
- data
|
||||
title: VectorStoreListFilesResponse
|
||||
description: Response from listing vector stores.
|
||||
OpenAIModel:
|
||||
type: object
|
||||
properties:
|
||||
|
|
@ -9524,6 +9723,25 @@ components:
|
|||
Set of 16 key-value pairs that can be attached to an object.
|
||||
additionalProperties: false
|
||||
title: OpenaiUpdateVectorStoreRequest
|
||||
OpenaiUpdateVectorStoreFileRequest:
|
||||
type: object
|
||||
properties:
|
||||
attributes:
|
||||
type: object
|
||||
additionalProperties:
|
||||
oneOf:
|
||||
- type: 'null'
|
||||
- type: boolean
|
||||
- type: number
|
||||
- type: string
|
||||
- type: array
|
||||
- type: object
|
||||
description: >-
|
||||
The updated key-value attributes to store with the file.
|
||||
additionalProperties: false
|
||||
required:
|
||||
- attributes
|
||||
title: OpenaiUpdateVectorStoreFileRequest
|
||||
DPOAlignmentConfig:
|
||||
type: object
|
||||
properties:
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue