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feat: Add OpenAI compat /v1/vector_store APIs (#2423)
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Adding OpenAI compat `/v1/vector-store` apis. This PR implements the `faiss` provider with followup PRs coming up for other providers. Added routes to create, update, delete, list vector stores. Also added route to search a vector store Inserting into vector stores is missing and will be a follow up diff. ### Test Plan - Added new integration test for testing the faiss provider ``` pytest -sv --stack-config http://localhost:8321 tests/integration/vector_io/test_openai_vector_stores.py --embedding-model all-MiniLM-L6-v2 ```
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Hardik Shah
GitHub
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"description": "Creates a vector store.",
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"description": "Delete a vector store.",
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"parameters": [
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"post": {
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"description": "A VectorStoreSearchResponse containing the search results.",
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"tags": [
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"VectorIO"
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"description": "Search for chunks in a vector store.\nSearches a vector store for relevant chunks based on a query and optional file attribute filters.",
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"parameters": [
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{
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"name": "vector_store_id",
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"required": true
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"title": "OpenAICompletionChoice",
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"description": "A choice from an OpenAI-compatible completion response."
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},
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"OpenaiCreateVectorStoreRequest": {
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"type": "object",
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"properties": {
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"name": {
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"type": "string",
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"description": "A name for the vector store."
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},
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"file_ids": {
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"type": "array",
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"items": {
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"type": "string"
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"description": "A list of File IDs that the vector store should use. Useful for tools like `file_search` that can access files."
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},
|
||||
"expires_after": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
},
|
||||
"description": "The expiration policy for a vector store."
|
||||
},
|
||||
"chunking_strategy": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
},
|
||||
"description": "The chunking strategy used to chunk the file(s). If not set, will use the `auto` strategy."
|
||||
},
|
||||
"metadata": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
},
|
||||
"description": "Set of 16 key-value pairs that can be attached to an object."
|
||||
},
|
||||
"embedding_model": {
|
||||
"type": "string",
|
||||
"description": "The embedding model to use for this vector store."
|
||||
},
|
||||
"embedding_dimension": {
|
||||
"type": "integer",
|
||||
"description": "The dimension of the embedding vectors (default: 384)."
|
||||
},
|
||||
"provider_id": {
|
||||
"type": "string",
|
||||
"description": "The ID of the provider to use for this vector store."
|
||||
},
|
||||
"provider_vector_db_id": {
|
||||
"type": "string",
|
||||
"description": "The provider-specific vector database ID."
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"title": "OpenaiCreateVectorStoreRequest"
|
||||
},
|
||||
"VectorStoreObject": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"id": {
|
||||
"type": "string"
|
||||
},
|
||||
"object": {
|
||||
"type": "string",
|
||||
"default": "vector_store"
|
||||
},
|
||||
"created_at": {
|
||||
"type": "integer"
|
||||
},
|
||||
"name": {
|
||||
"type": "string"
|
||||
},
|
||||
"usage_bytes": {
|
||||
"type": "integer",
|
||||
"default": 0
|
||||
},
|
||||
"file_counts": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"type": "integer"
|
||||
}
|
||||
},
|
||||
"status": {
|
||||
"type": "string",
|
||||
"default": "completed"
|
||||
},
|
||||
"expires_after": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
"expires_at": {
|
||||
"type": "integer"
|
||||
},
|
||||
"last_active_at": {
|
||||
"type": "integer"
|
||||
},
|
||||
"metadata": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
}
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"id",
|
||||
"object",
|
||||
"created_at",
|
||||
"usage_bytes",
|
||||
"file_counts",
|
||||
"status",
|
||||
"metadata"
|
||||
],
|
||||
"title": "VectorStoreObject",
|
||||
"description": "OpenAI Vector Store object."
|
||||
},
|
||||
"OpenAIFileDeleteResponse": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
|
|
@ -12201,6 +12712,30 @@
|
|||
"title": "OpenAIFileDeleteResponse",
|
||||
"description": "Response for deleting a file in OpenAI Files API."
|
||||
},
|
||||
"VectorStoreDeleteResponse": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"id": {
|
||||
"type": "string"
|
||||
},
|
||||
"object": {
|
||||
"type": "string",
|
||||
"default": "vector_store.deleted"
|
||||
},
|
||||
"deleted": {
|
||||
"type": "boolean",
|
||||
"default": true
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"id",
|
||||
"object",
|
||||
"deleted"
|
||||
],
|
||||
"title": "VectorStoreDeleteResponse",
|
||||
"description": "Response from deleting a vector store."
|
||||
},
|
||||
"OpenaiEmbeddingsRequest": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
|
|
@ -12473,10 +13008,248 @@
|
|||
],
|
||||
"title": "OpenAIListModelsResponse"
|
||||
},
|
||||
"VectorStoreListResponse": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"object": {
|
||||
"type": "string",
|
||||
"default": "list"
|
||||
},
|
||||
"data": {
|
||||
"type": "array",
|
||||
"items": {
|
||||
"$ref": "#/components/schemas/VectorStoreObject"
|
||||
}
|
||||
},
|
||||
"first_id": {
|
||||
"type": "string"
|
||||
},
|
||||
"last_id": {
|
||||
"type": "string"
|
||||
},
|
||||
"has_more": {
|
||||
"type": "boolean",
|
||||
"default": false
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"object",
|
||||
"data",
|
||||
"has_more"
|
||||
],
|
||||
"title": "VectorStoreListResponse",
|
||||
"description": "Response from listing vector stores."
|
||||
},
|
||||
"Response": {
|
||||
"type": "object",
|
||||
"title": "Response"
|
||||
},
|
||||
"OpenaiSearchVectorStoreRequest": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"query": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array",
|
||||
"items": {
|
||||
"type": "string"
|
||||
}
|
||||
}
|
||||
],
|
||||
"description": "The query string or array for performing the search."
|
||||
},
|
||||
"filters": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
},
|
||||
"description": "Filters based on file attributes to narrow the search results."
|
||||
},
|
||||
"max_num_results": {
|
||||
"type": "integer",
|
||||
"description": "Maximum number of results to return (1 to 50 inclusive, default 10)."
|
||||
},
|
||||
"ranking_options": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
},
|
||||
"description": "Ranking options for fine-tuning the search results."
|
||||
},
|
||||
"rewrite_query": {
|
||||
"type": "boolean",
|
||||
"description": "Whether to rewrite the natural language query for vector search (default false)"
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"query",
|
||||
"max_num_results",
|
||||
"rewrite_query"
|
||||
],
|
||||
"title": "OpenaiSearchVectorStoreRequest"
|
||||
},
|
||||
"VectorStoreSearchResponse": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"object": {
|
||||
"type": "string",
|
||||
"default": "vector_store.search_results.page"
|
||||
},
|
||||
"search_query": {
|
||||
"type": "string"
|
||||
},
|
||||
"data": {
|
||||
"type": "array",
|
||||
"items": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
}
|
||||
}
|
||||
},
|
||||
"has_more": {
|
||||
"type": "boolean",
|
||||
"default": false
|
||||
},
|
||||
"next_page": {
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"object",
|
||||
"search_query",
|
||||
"data",
|
||||
"has_more"
|
||||
],
|
||||
"title": "VectorStoreSearchResponse",
|
||||
"description": "Response from searching a vector store."
|
||||
},
|
||||
"OpenaiUpdateVectorStoreRequest": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"name": {
|
||||
"type": "string",
|
||||
"description": "The name of the vector store."
|
||||
},
|
||||
"expires_after": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
},
|
||||
"description": "The expiration policy for a vector store."
|
||||
},
|
||||
"metadata": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
},
|
||||
"description": "Set of 16 key-value pairs that can be attached to an object."
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"title": "OpenaiUpdateVectorStoreRequest"
|
||||
},
|
||||
"DPOAlignmentConfig": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue