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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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"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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"$ref": "#/components/responses/DefaultError"
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}
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},
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"tags": [
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"VectorIO"
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],
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"description": "Attach a file to a vector store.",
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"parameters": [
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{
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"name": "vector_store_id",
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"in": "path",
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"description": "The ID of the vector store to attach the file to.",
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"required": true,
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"schema": {
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"type": "string"
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}
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}
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],
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"requestBody": {
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/OpenaiAttachFileToVectorStoreRequest"
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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": {
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"responses": {
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@ -7047,6 +7100,9 @@
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{
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
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},
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{
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"$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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@ -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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"type": "array",
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"items": {
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"type": "string"
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}
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},
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"filters": {
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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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},
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"max_num_results": {
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"type": "integer",
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"default": 10
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},
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"ranking_options": {
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"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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@ -7484,6 +7569,64 @@
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],
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"title": "OpenAIResponseOutputMessageContentOutputText"
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},
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"OpenAIResponseOutputMessageFileSearchToolCall": {
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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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"queries": {
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"type": "array",
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"items": {
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"type": "string"
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}
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},
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"status": {
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"type": "string"
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},
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"type": {
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"type": "string",
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"const": "file_search_call",
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"default": "file_search_call"
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},
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"results": {
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"type": "array",
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"items": {
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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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}
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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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"queries",
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"status",
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"type"
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],
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"title": "OpenAIResponseOutputMessageFileSearchToolCall"
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},
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"OpenAIResponseOutputMessageFunctionToolCall": {
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"type": "object",
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"properties": {
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@ -7760,6 +7903,9 @@
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{
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
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},
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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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@ -7775,6 +7921,7 @@
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"mapping": {
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"message": "#/components/schemas/OpenAIResponseMessage",
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"web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
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"file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
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"function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
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"mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
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"mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
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@ -11766,6 +11913,232 @@
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],
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"title": "LogEventRequest"
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},
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"VectorStoreChunkingStrategy": {
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"oneOf": [
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{
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"$ref": "#/components/schemas/VectorStoreChunkingStrategyAuto"
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},
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{
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"$ref": "#/components/schemas/VectorStoreChunkingStrategyStatic"
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}
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],
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"discriminator": {
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"propertyName": "type",
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"mapping": {
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"auto": "#/components/schemas/VectorStoreChunkingStrategyAuto",
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"static": "#/components/schemas/VectorStoreChunkingStrategyStatic"
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}
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}
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},
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"VectorStoreChunkingStrategyAuto": {
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"type": "object",
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"properties": {
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"type": {
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"type": "string",
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"const": "auto",
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"default": "auto"
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}
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},
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"additionalProperties": false,
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"required": [
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"type"
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],
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"title": "VectorStoreChunkingStrategyAuto"
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},
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"VectorStoreChunkingStrategyStatic": {
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"type": "object",
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"properties": {
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"type": {
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"type": "string",
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"const": "static",
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"default": "static"
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},
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"static": {
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"$ref": "#/components/schemas/VectorStoreChunkingStrategyStaticConfig"
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}
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},
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"additionalProperties": false,
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"required": [
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"type",
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"static"
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],
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"title": "VectorStoreChunkingStrategyStatic"
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},
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"VectorStoreChunkingStrategyStaticConfig": {
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"type": "object",
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"properties": {
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"chunk_overlap_tokens": {
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"type": "integer",
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"default": 400
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||||
},
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"max_chunk_size_tokens": {
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"type": "integer",
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"default": 800
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||||
}
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},
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"additionalProperties": false,
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"required": [
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"chunk_overlap_tokens",
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"max_chunk_size_tokens"
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],
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"title": "VectorStoreChunkingStrategyStaticConfig"
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},
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"OpenaiAttachFileToVectorStoreRequest": {
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"type": "object",
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"properties": {
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||||
"file_id": {
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"type": "string",
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"description": "The ID of the file to attach to the vector store."
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},
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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 key-value attributes stored with the file, which can be used for filtering."
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},
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"chunking_strategy": {
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"$ref": "#/components/schemas/VectorStoreChunkingStrategy",
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"description": "The chunking strategy to use for 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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||||
"file_id"
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],
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"title": "OpenaiAttachFileToVectorStoreRequest"
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},
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"VectorStoreFileLastError": {
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"type": "object",
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"properties": {
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"code": {
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"oneOf": [
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||||
{
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||||
"type": "string",
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||||
"const": "server_error"
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||||
},
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||||
{
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||||
"type": "string",
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||||
"const": "rate_limit_exceeded"
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||||
}
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||||
]
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||||
},
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||||
"message": {
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||||
"type": "string"
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||||
}
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||||
},
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||||
"additionalProperties": false,
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||||
"required": [
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||||
"code",
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||||
"message"
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||||
],
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||||
"title": "VectorStoreFileLastError"
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||||
},
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||||
"VectorStoreFileObject": {
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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",
|
||||
"default": "vector_store.file"
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||||
},
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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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||||
},
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"chunking_strategy": {
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"$ref": "#/components/schemas/VectorStoreChunkingStrategy"
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},
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"created_at": {
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"type": "integer"
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||||
},
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"last_error": {
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"$ref": "#/components/schemas/VectorStoreFileLastError"
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||||
},
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"status": {
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||||
"oneOf": [
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||||
{
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||||
"type": "string",
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||||
"const": "completed"
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||||
},
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||||
{
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||||
"type": "string",
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||||
"const": "in_progress"
|
||||
},
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||||
{
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||||
"type": "string",
|
||||
"const": "cancelled"
|
||||
},
|
||||
{
|
||||
"type": "string",
|
||||
"const": "failed"
|
||||
}
|
||||
]
|
||||
},
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||||
"usage_bytes": {
|
||||
"type": "integer",
|
||||
"default": 0
|
||||
},
|
||||
"vector_store_id": {
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
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||||
"required": [
|
||||
"id",
|
||||
"object",
|
||||
"attributes",
|
||||
"chunking_strategy",
|
||||
"created_at",
|
||||
"status",
|
||||
"usage_bytes",
|
||||
"vector_store_id"
|
||||
],
|
||||
"title": "VectorStoreFileObject",
|
||||
"description": "OpenAI Vector Store File object."
|
||||
},
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||||
"OpenAIJSONSchema": {
|
||||
"type": "object",
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||||
"properties": {
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||||
|
|
@ -13625,7 +13998,11 @@
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|||
},
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||||
"mode": {
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||||
"type": "string",
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||||
"description": "Search mode for retrieval—either \"vector\" or \"keyword\". Default \"vector\"."
|
||||
"description": "Search mode for retrieval—either \"vector\", \"keyword\", or \"hybrid\". Default \"vector\"."
|
||||
},
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||||
"ranker": {
|
||||
"$ref": "#/components/schemas/Ranker",
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||||
"description": "Configuration for the ranker to use in hybrid search. Defaults to RRF ranker."
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||||
}
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||||
},
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||||
"additionalProperties": false,
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@ -13655,6 +14032,69 @@
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|||
}
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||||
}
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||||
},
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||||
"RRFRanker": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"type": {
|
||||
"type": "string",
|
||||
"const": "rrf",
|
||||
"default": "rrf",
|
||||
"description": "The type of ranker, always \"rrf\""
|
||||
},
|
||||
"impact_factor": {
|
||||
"type": "number",
|
||||
"default": 60.0,
|
||||
"description": "The impact factor for RRF scoring. Higher values give more weight to higher-ranked results. Must be greater than 0. Default of 60 is from the original RRF paper (Cormack et al., 2009)."
|
||||
}
|
||||
},
|
||||
"additionalProperties": false,
|
||||
"required": [
|
||||
"type",
|
||||
"impact_factor"
|
||||
],
|
||||
"title": "RRFRanker",
|
||||
"description": "Reciprocal Rank Fusion (RRF) ranker configuration."
|
||||
},
|
||||
"Ranker": {
|
||||
"oneOf": [
|
||||
{
|
||||
"$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": {
|
||||
|
|
|
|||
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