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Merge branch 'main' into suffic
This commit is contained in:
Hardik Shah
GitHub
commit
2edb9eb7e0
37 changed files with 2105 additions and 63 deletions
446
docs/_static/llama-stack-spec.html
vendored
446
docs/_static/llama-stack-spec.html
vendored
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@ -3240,6 +3240,59 @@
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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": {
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"post": {
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"responses": {
|
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"200": {
|
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"description": "A VectorStoreFileObject representing the attached file.",
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"content": {
|
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"application/json": {
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|
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"$ref": "#/components/schemas/VectorStoreFileObject"
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"400": {
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"$ref": "#/components/responses/BadRequest400"
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"$ref": "#/components/responses/TooManyRequests429"
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|
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|
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"$ref": "#/components/responses/DefaultError"
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}
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||||
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||||
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"parameters": [
|
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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 attach the file to.",
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"required": true,
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"schema": {
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}
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}
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"requestBody": {
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"content": {
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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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||||
},
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||||
"/v1/openai/v1/completions": {
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||||
"post": {
|
||||
"responses": {
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||||
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@ -7047,6 +7100,9 @@
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|||
{
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||||
"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
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||||
},
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||||
{
|
||||
"$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
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||||
},
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||||
{
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||||
"$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
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||||
},
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||||
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@ -7193,12 +7249,41 @@
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|||
"const": "file_search",
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||||
"default": "file_search"
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||||
},
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||||
"vector_store_id": {
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||||
"vector_store_ids": {
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||||
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"items": {
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|
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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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||||
},
|
||||
"max_num_results": {
|
||||
"type": "integer",
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"default": 10
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||||
},
|
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"ranking_options": {
|
||||
"type": "object",
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||||
"properties": {
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@ -7217,7 +7302,7 @@
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|||
"additionalProperties": false,
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||||
"required": [
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||||
"type",
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||||
"vector_store_id"
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||||
"vector_store_ids"
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||||
],
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||||
"title": "OpenAIResponseInputToolFileSearch"
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||||
},
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||||
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@ -7484,6 +7569,64 @@
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|||
],
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||||
"title": "OpenAIResponseOutputMessageContentOutputText"
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||||
},
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||||
"OpenAIResponseOutputMessageFileSearchToolCall": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"id": {
|
||||
"type": "string"
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||||
},
|
||||
"queries": {
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||||
"type": "array",
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||||
"items": {
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||||
"type": "string"
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||||
}
|
||||
},
|
||||
"status": {
|
||||
"type": "string"
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||||
},
|
||||
"type": {
|
||||
"type": "string",
|
||||
"const": "file_search_call",
|
||||
"default": "file_search_call"
|
||||
},
|
||||
"results": {
|
||||
"type": "array",
|
||||
"items": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"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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||||
}
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||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"id",
|
||||
"queries",
|
||||
"status",
|
||||
"type"
|
||||
],
|
||||
"title": "OpenAIResponseOutputMessageFileSearchToolCall"
|
||||
},
|
||||
"OpenAIResponseOutputMessageFunctionToolCall": {
|
||||
"type": "object",
|
||||
"properties": {
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||||
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|
@ -7760,6 +7903,9 @@
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|||
{
|
||||
"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
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||||
},
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||||
{
|
||||
"$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
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||||
},
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||||
{
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||||
"$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
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||||
},
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||||
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@ -7775,6 +7921,7 @@
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|||
"mapping": {
|
||||
"message": "#/components/schemas/OpenAIResponseMessage",
|
||||
"web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
|
||||
"file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
|
||||
"function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
|
||||
"mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
|
||||
"mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
|
||||
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@ -11766,6 +11913,232 @@
|
|||
],
|
||||
"title": "LogEventRequest"
|
||||
},
|
||||
"VectorStoreChunkingStrategy": {
|
||||
"oneOf": [
|
||||
{
|
||||
"$ref": "#/components/schemas/VectorStoreChunkingStrategyAuto"
|
||||
},
|
||||
{
|
||||
"$ref": "#/components/schemas/VectorStoreChunkingStrategyStatic"
|
||||
}
|
||||
],
|
||||
"discriminator": {
|
||||
"propertyName": "type",
|
||||
"mapping": {
|
||||
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|
||||
"static": "#/components/schemas/VectorStoreChunkingStrategyStatic"
|
||||
}
|
||||
}
|
||||
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|
||||
"VectorStoreChunkingStrategyAuto": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"type": {
|
||||
"type": "string",
|
||||
"const": "auto",
|
||||
"default": "auto"
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"type"
|
||||
],
|
||||
"title": "VectorStoreChunkingStrategyAuto"
|
||||
},
|
||||
"VectorStoreChunkingStrategyStatic": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"type": {
|
||||
"type": "string",
|
||||
"const": "static",
|
||||
"default": "static"
|
||||
},
|
||||
"static": {
|
||||
"$ref": "#/components/schemas/VectorStoreChunkingStrategyStaticConfig"
|
||||
}
|
||||
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|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"type",
|
||||
"static"
|
||||
],
|
||||
"title": "VectorStoreChunkingStrategyStatic"
|
||||
},
|
||||
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|
||||
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|
||||
"properties": {
|
||||
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|
||||
"type": "integer",
|
||||
"default": 400
|
||||
},
|
||||
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|
||||
"type": "integer",
|
||||
"default": 800
|
||||
}
|
||||
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|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"chunk_overlap_tokens",
|
||||
"max_chunk_size_tokens"
|
||||
],
|
||||
"title": "VectorStoreChunkingStrategyStaticConfig"
|
||||
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|
||||
"OpenaiAttachFileToVectorStoreRequest": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"file_id": {
|
||||
"type": "string",
|
||||
"description": "The ID of the file to attach to the vector store."
|
||||
},
|
||||
"attributes": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
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|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
},
|
||||
"description": "The key-value attributes stored with the file, which can be used for filtering."
|
||||
},
|
||||
"chunking_strategy": {
|
||||
"$ref": "#/components/schemas/VectorStoreChunkingStrategy",
|
||||
"description": "The chunking strategy to use for the file."
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"file_id"
|
||||
],
|
||||
"title": "OpenaiAttachFileToVectorStoreRequest"
|
||||
},
|
||||
"VectorStoreFileLastError": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"code": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "string",
|
||||
"const": "server_error"
|
||||
},
|
||||
{
|
||||
"type": "string",
|
||||
"const": "rate_limit_exceeded"
|
||||
}
|
||||
]
|
||||
},
|
||||
"message": {
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"code",
|
||||
"message"
|
||||
],
|
||||
"title": "VectorStoreFileLastError"
|
||||
},
|
||||
"VectorStoreFileObject": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"id": {
|
||||
"type": "string"
|
||||
},
|
||||
"object": {
|
||||
"type": "string",
|
||||
"default": "vector_store.file"
|
||||
},
|
||||
"attributes": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "null"
|
||||
},
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "number"
|
||||
},
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "array"
|
||||
},
|
||||
{
|
||||
"type": "object"
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
"chunking_strategy": {
|
||||
"$ref": "#/components/schemas/VectorStoreChunkingStrategy"
|
||||
},
|
||||
"created_at": {
|
||||
"type": "integer"
|
||||
},
|
||||
"last_error": {
|
||||
"$ref": "#/components/schemas/VectorStoreFileLastError"
|
||||
},
|
||||
"status": {
|
||||
"oneOf": [
|
||||
{
|
||||
"type": "string",
|
||||
"const": "completed"
|
||||
},
|
||||
{
|
||||
"type": "string",
|
||||
"const": "in_progress"
|
||||
},
|
||||
{
|
||||
"type": "string",
|
||||
"const": "cancelled"
|
||||
},
|
||||
{
|
||||
"type": "string",
|
||||
"const": "failed"
|
||||
}
|
||||
]
|
||||
},
|
||||
"usage_bytes": {
|
||||
"type": "integer",
|
||||
"default": 0
|
||||
},
|
||||
"vector_store_id": {
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"id",
|
||||
"object",
|
||||
"attributes",
|
||||
"chunking_strategy",
|
||||
"created_at",
|
||||
"status",
|
||||
"usage_bytes",
|
||||
"vector_store_id"
|
||||
],
|
||||
"title": "VectorStoreFileObject",
|
||||
"description": "OpenAI Vector Store File object."
|
||||
},
|
||||
"OpenAIJSONSchema": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
|
|
@ -13625,7 +13998,11 @@
|
|||
},
|
||||
"mode": {
|
||||
"type": "string",
|
||||
"description": "Search mode for retrieval—either \"vector\" or \"keyword\". Default \"vector\"."
|
||||
"description": "Search mode for retrieval—either \"vector\", \"keyword\", or \"hybrid\". Default \"vector\"."
|
||||
},
|
||||
"ranker": {
|
||||
"$ref": "#/components/schemas/Ranker",
|
||||
"description": "Configuration for the ranker to use in hybrid search. Defaults to RRF ranker."
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
|
|
@ -13655,6 +14032,69 @@
|
|||
}
|
||||
}
|
||||
},
|
||||
"RRFRanker": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"type": {
|
||||
"type": "string",
|
||||
"const": "rrf",
|
||||
"default": "rrf",
|
||||
"description": "The type of ranker, always \"rrf\""
|
||||
},
|
||||
"impact_factor": {
|
||||
"type": "number",
|
||||
"default": 60.0,
|
||||
"description": "The impact factor for RRF scoring. Higher values give more weight to higher-ranked results. Must be greater than 0. Default of 60 is from the original RRF paper (Cormack et al., 2009)."
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"type",
|
||||
"impact_factor"
|
||||
],
|
||||
"title": "RRFRanker",
|
||||
"description": "Reciprocal Rank Fusion (RRF) ranker configuration."
|
||||
},
|
||||
"Ranker": {
|
||||
"oneOf": [
|
||||
{
|
||||
"$ref": "#/components/schemas/RRFRanker"
|
||||
},
|
||||
{
|
||||
"$ref": "#/components/schemas/WeightedRanker"
|
||||
}
|
||||
],
|
||||
"discriminator": {
|
||||
"propertyName": "type",
|
||||
"mapping": {
|
||||
"rrf": "#/components/schemas/RRFRanker",
|
||||
"weighted": "#/components/schemas/WeightedRanker"
|
||||
}
|
||||
}
|
||||
},
|
||||
"WeightedRanker": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"type": {
|
||||
"type": "string",
|
||||
"const": "weighted",
|
||||
"default": "weighted",
|
||||
"description": "The type of ranker, always \"weighted\""
|
||||
},
|
||||
"alpha": {
|
||||
"type": "number",
|
||||
"default": 0.5,
|
||||
"description": "Weight factor between 0 and 1. 0 means only use keyword scores, 1 means only use vector scores, values in between blend both scores."
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"type",
|
||||
"alpha"
|
||||
],
|
||||
"title": "WeightedRanker",
|
||||
"description": "Weighted ranker configuration that combines vector and keyword scores."
|
||||
},
|
||||
"QueryRequest": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
|
|
|
|||
294
docs/_static/llama-stack-spec.yaml
vendored
294
docs/_static/llama-stack-spec.yaml
vendored
|
|
@ -2263,6 +2263,43 @@ paths:
|
|||
schema:
|
||||
$ref: '#/components/schemas/LogEventRequest'
|
||||
required: true
|
||||
/v1/openai/v1/vector_stores/{vector_store_id}/files:
|
||||
post:
|
||||
responses:
|
||||
'200':
|
||||
description: >-
|
||||
A VectorStoreFileObject representing the attached 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: Attach a file to a vector store.
|
||||
parameters:
|
||||
- name: vector_store_id
|
||||
in: path
|
||||
description: >-
|
||||
The ID of the vector store to attach the file to.
|
||||
required: true
|
||||
schema:
|
||||
type: string
|
||||
requestBody:
|
||||
content:
|
||||
application/json:
|
||||
schema:
|
||||
$ref: '#/components/schemas/OpenaiAttachFileToVectorStoreRequest'
|
||||
required: true
|
||||
/v1/openai/v1/completions:
|
||||
post:
|
||||
responses:
|
||||
|
|
@ -5021,6 +5058,7 @@ components:
|
|||
OpenAIResponseInput:
|
||||
oneOf:
|
||||
- $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
|
||||
- $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
|
||||
- $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
|
||||
- $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
|
||||
- $ref: '#/components/schemas/OpenAIResponseMessage'
|
||||
|
|
@ -5115,10 +5153,23 @@ components:
|
|||
type: string
|
||||
const: file_search
|
||||
default: file_search
|
||||
vector_store_id:
|
||||
vector_store_ids:
|
||||
type: array
|
||||
items:
|
||||
type: string
|
||||
filters:
|
||||
type: object
|
||||
additionalProperties:
|
||||
oneOf:
|
||||
- type: 'null'
|
||||
- type: boolean
|
||||
- type: number
|
||||
- type: string
|
||||
- type: array
|
||||
- type: object
|
||||
max_num_results:
|
||||
type: integer
|
||||
default: 10
|
||||
ranking_options:
|
||||
type: object
|
||||
properties:
|
||||
|
|
@ -5132,7 +5183,7 @@ components:
|
|||
additionalProperties: false
|
||||
required:
|
||||
- type
|
||||
- vector_store_id
|
||||
- vector_store_ids
|
||||
title: OpenAIResponseInputToolFileSearch
|
||||
OpenAIResponseInputToolFunction:
|
||||
type: object
|
||||
|
|
@ -5294,6 +5345,41 @@ components:
|
|||
- type
|
||||
title: >-
|
||||
OpenAIResponseOutputMessageContentOutputText
|
||||
"OpenAIResponseOutputMessageFileSearchToolCall":
|
||||
type: object
|
||||
properties:
|
||||
id:
|
||||
type: string
|
||||
queries:
|
||||
type: array
|
||||
items:
|
||||
type: string
|
||||
status:
|
||||
type: string
|
||||
type:
|
||||
type: string
|
||||
const: file_search_call
|
||||
default: file_search_call
|
||||
results:
|
||||
type: array
|
||||
items:
|
||||
type: object
|
||||
additionalProperties:
|
||||
oneOf:
|
||||
- type: 'null'
|
||||
- type: boolean
|
||||
- type: number
|
||||
- type: string
|
||||
- type: array
|
||||
- type: object
|
||||
additionalProperties: false
|
||||
required:
|
||||
- id
|
||||
- queries
|
||||
- status
|
||||
- type
|
||||
title: >-
|
||||
OpenAIResponseOutputMessageFileSearchToolCall
|
||||
"OpenAIResponseOutputMessageFunctionToolCall":
|
||||
type: object
|
||||
properties:
|
||||
|
|
@ -5491,6 +5577,7 @@ components:
|
|||
oneOf:
|
||||
- $ref: '#/components/schemas/OpenAIResponseMessage'
|
||||
- $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
|
||||
- $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
|
||||
- $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
|
||||
- $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
|
||||
- $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
|
||||
|
|
@ -5499,6 +5586,7 @@ components:
|
|||
mapping:
|
||||
message: '#/components/schemas/OpenAIResponseMessage'
|
||||
web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
|
||||
file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
|
||||
function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
|
||||
mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
|
||||
mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
|
||||
|
|
@ -8251,6 +8339,148 @@ components:
|
|||
- event
|
||||
- ttl_seconds
|
||||
title: LogEventRequest
|
||||
VectorStoreChunkingStrategy:
|
||||
oneOf:
|
||||
- $ref: '#/components/schemas/VectorStoreChunkingStrategyAuto'
|
||||
- $ref: '#/components/schemas/VectorStoreChunkingStrategyStatic'
|
||||
discriminator:
|
||||
propertyName: type
|
||||
mapping:
|
||||
auto: '#/components/schemas/VectorStoreChunkingStrategyAuto'
|
||||
static: '#/components/schemas/VectorStoreChunkingStrategyStatic'
|
||||
VectorStoreChunkingStrategyAuto:
|
||||
type: object
|
||||
properties:
|
||||
type:
|
||||
type: string
|
||||
const: auto
|
||||
default: auto
|
||||
additionalProperties: false
|
||||
required:
|
||||
- type
|
||||
title: VectorStoreChunkingStrategyAuto
|
||||
VectorStoreChunkingStrategyStatic:
|
||||
type: object
|
||||
properties:
|
||||
type:
|
||||
type: string
|
||||
const: static
|
||||
default: static
|
||||
static:
|
||||
$ref: '#/components/schemas/VectorStoreChunkingStrategyStaticConfig'
|
||||
additionalProperties: false
|
||||
required:
|
||||
- type
|
||||
- static
|
||||
title: VectorStoreChunkingStrategyStatic
|
||||
VectorStoreChunkingStrategyStaticConfig:
|
||||
type: object
|
||||
properties:
|
||||
chunk_overlap_tokens:
|
||||
type: integer
|
||||
default: 400
|
||||
max_chunk_size_tokens:
|
||||
type: integer
|
||||
default: 800
|
||||
additionalProperties: false
|
||||
required:
|
||||
- chunk_overlap_tokens
|
||||
- max_chunk_size_tokens
|
||||
title: VectorStoreChunkingStrategyStaticConfig
|
||||
OpenaiAttachFileToVectorStoreRequest:
|
||||
type: object
|
||||
properties:
|
||||
file_id:
|
||||
type: string
|
||||
description: >-
|
||||
The ID of the file to attach to the vector store.
|
||||
attributes:
|
||||
type: object
|
||||
additionalProperties:
|
||||
oneOf:
|
||||
- type: 'null'
|
||||
- type: boolean
|
||||
- type: number
|
||||
- type: string
|
||||
- type: array
|
||||
- type: object
|
||||
description: >-
|
||||
The key-value attributes stored with the file, which can be used for filtering.
|
||||
chunking_strategy:
|
||||
$ref: '#/components/schemas/VectorStoreChunkingStrategy'
|
||||
description: >-
|
||||
The chunking strategy to use for the file.
|
||||
additionalProperties: false
|
||||
required:
|
||||
- file_id
|
||||
title: OpenaiAttachFileToVectorStoreRequest
|
||||
VectorStoreFileLastError:
|
||||
type: object
|
||||
properties:
|
||||
code:
|
||||
oneOf:
|
||||
- type: string
|
||||
const: server_error
|
||||
- type: string
|
||||
const: rate_limit_exceeded
|
||||
message:
|
||||
type: string
|
||||
additionalProperties: false
|
||||
required:
|
||||
- code
|
||||
- message
|
||||
title: VectorStoreFileLastError
|
||||
VectorStoreFileObject:
|
||||
type: object
|
||||
properties:
|
||||
id:
|
||||
type: string
|
||||
object:
|
||||
type: string
|
||||
default: vector_store.file
|
||||
attributes:
|
||||
type: object
|
||||
additionalProperties:
|
||||
oneOf:
|
||||
- type: 'null'
|
||||
- type: boolean
|
||||
- type: number
|
||||
- type: string
|
||||
- type: array
|
||||
- type: object
|
||||
chunking_strategy:
|
||||
$ref: '#/components/schemas/VectorStoreChunkingStrategy'
|
||||
created_at:
|
||||
type: integer
|
||||
last_error:
|
||||
$ref: '#/components/schemas/VectorStoreFileLastError'
|
||||
status:
|
||||
oneOf:
|
||||
- type: string
|
||||
const: completed
|
||||
- type: string
|
||||
const: in_progress
|
||||
- type: string
|
||||
const: cancelled
|
||||
- type: string
|
||||
const: failed
|
||||
usage_bytes:
|
||||
type: integer
|
||||
default: 0
|
||||
vector_store_id:
|
||||
type: string
|
||||
additionalProperties: false
|
||||
required:
|
||||
- id
|
||||
- object
|
||||
- attributes
|
||||
- chunking_strategy
|
||||
- created_at
|
||||
- status
|
||||
- usage_bytes
|
||||
- vector_store_id
|
||||
title: VectorStoreFileObject
|
||||
description: OpenAI Vector Store File object.
|
||||
OpenAIJSONSchema:
|
||||
type: object
|
||||
properties:
|
||||
|
|
@ -9530,7 +9760,13 @@ components:
|
|||
mode:
|
||||
type: string
|
||||
description: >-
|
||||
Search mode for retrieval—either "vector" or "keyword". Default "vector".
|
||||
Search mode for retrieval—either "vector", "keyword", or "hybrid". Default
|
||||
"vector".
|
||||
ranker:
|
||||
$ref: '#/components/schemas/Ranker'
|
||||
description: >-
|
||||
Configuration for the ranker to use in hybrid search. Defaults to RRF
|
||||
ranker.
|
||||
additionalProperties: false
|
||||
required:
|
||||
- query_generator_config
|
||||
|
|
@ -9549,6 +9785,58 @@ components:
|
|||
mapping:
|
||||
default: '#/components/schemas/DefaultRAGQueryGeneratorConfig'
|
||||
llm: '#/components/schemas/LLMRAGQueryGeneratorConfig'
|
||||
RRFRanker:
|
||||
type: object
|
||||
properties:
|
||||
type:
|
||||
type: string
|
||||
const: rrf
|
||||
default: rrf
|
||||
description: The type of ranker, always "rrf"
|
||||
impact_factor:
|
||||
type: number
|
||||
default: 60.0
|
||||
description: >-
|
||||
The impact factor for RRF scoring. Higher values give more weight to higher-ranked
|
||||
results. Must be greater than 0. Default of 60 is from the original RRF
|
||||
paper (Cormack et al., 2009).
|
||||
additionalProperties: false
|
||||
required:
|
||||
- type
|
||||
- impact_factor
|
||||
title: RRFRanker
|
||||
description: >-
|
||||
Reciprocal Rank Fusion (RRF) ranker configuration.
|
||||
Ranker:
|
||||
oneOf:
|
||||
- $ref: '#/components/schemas/RRFRanker'
|
||||
- $ref: '#/components/schemas/WeightedRanker'
|
||||
discriminator:
|
||||
propertyName: type
|
||||
mapping:
|
||||
rrf: '#/components/schemas/RRFRanker'
|
||||
weighted: '#/components/schemas/WeightedRanker'
|
||||
WeightedRanker:
|
||||
type: object
|
||||
properties:
|
||||
type:
|
||||
type: string
|
||||
const: weighted
|
||||
default: weighted
|
||||
description: The type of ranker, always "weighted"
|
||||
alpha:
|
||||
type: number
|
||||
default: 0.5
|
||||
description: >-
|
||||
Weight factor between 0 and 1. 0 means only use keyword scores, 1 means
|
||||
only use vector scores, values in between blend both scores.
|
||||
additionalProperties: false
|
||||
required:
|
||||
- type
|
||||
- alpha
|
||||
title: WeightedRanker
|
||||
description: >-
|
||||
Weighted ranker configuration that combines vector and keyword scores.
|
||||
QueryRequest:
|
||||
type: object
|
||||
properties:
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue