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1011 lines (1011 loc) · 26.5 KB
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{
"openapi": "3.0.4",
"info": {
"title": "Microsoft.KernelMemory.ServiceAssembly",
"version": "1.0"
},
"paths": {
"/": {
"get": {
"tags": [
"Microsoft.KernelMemory.ServiceAssembly"
],
"summary": "Show the service status and uptime.",
"description": "Show the service status and uptime.",
"operationId": "ServiceStatus",
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"type": "string"
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
}
}
}
},
"/health": {
"get": {
"tags": [
"Microsoft.KernelMemory.ServiceAssembly"
],
"summary": "Show if the service is healthy.",
"description": "Show if the service is healthy.",
"operationId": "ServiceHealth",
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"type": "string"
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
}
}
}
},
"/upload": {
"post": {
"tags": [
"Microsoft.KernelMemory.ServiceAssembly"
],
"summary": "Upload a new document to the knowledge base",
"description": "Upload a document consisting of one or more files to extract memories from. The extraction process happens asynchronously. If a document with the same ID already exists, it will be overwritten and the memories previously extracted will be updated.",
"operationId": "UploadDocument",
"requestBody": {
"description": "Document to upload and extract memories from",
"content": {
"multipart/form-data": {
"schema": {
"type": "object",
"properties": {
"index": {
"type": "string",
"description": "Name of the index where to store memories generated by the files."
},
"documentId": {
"type": "string",
"description": "Unique ID used for import pipeline and document ID."
},
"tags": {
"type": "array",
"items": {
"type": "string"
},
"description": "Tags to apply to the memories extracted from the files.",
"example": [
"group:abc123",
"user:xyz"
]
},
"steps": {
"type": "array",
"items": {
"type": "string"
},
"description": "How to process the files, e.g. how to extract/chunk etc.",
"example": [
"extract",
"partition",
"gen_embeddings",
"save_records"
]
},
"files": {
"type": "array",
"items": {
"type": "string",
"format": "binary"
},
"description": "Files to process and extract memories from."
}
}
},
"encoding": {
"tags": {
"explode": true
},
"steps": {
"explode": true
}
}
}
}
},
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {}
}
},
"202": {
"description": "Accepted",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/UploadAccepted"
}
}
}
},
"400": {
"description": "Bad Request",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"503": {
"description": "Service Unavailable",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
}
}
}
},
"/upload-status": {
"get": {
"tags": [
"Microsoft.KernelMemory.ServiceAssembly"
],
"summary": "Check the status of a file upload in progress. When uploading a document, which can consist of multiple files, each file goes through multiple steps. The status include details about which steps are completed.",
"description": "Check the status of a file upload in progress.",
"operationId": "CheckDocumentStatus",
"parameters": [
{
"name": "index",
"in": "query",
"schema": {
"type": "string"
}
},
{
"name": "documentId",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
}
],
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/DataPipelineStatus"
}
}
}
},
"400": {
"description": "Bad Request",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"404": {
"description": "Not Found",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"413": {
"description": "Content Too Large",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
}
}
}
},
"/ask": {
"post": {
"tags": [
"Microsoft.KernelMemory.ServiceAssembly"
],
"summary": "Use the memories extracted from the files uploaded to generate an answer. The query can include filters to use only a subset of the memories available.",
"description": "Answer a user question using the internal knowledge base.",
"operationId": "AnswerQuestion",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/MemoryQuery"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/MemoryAnswer"
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"503": {
"description": "Service Unavailable",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
}
}
}
},
"/search": {
"post": {
"tags": [
"Microsoft.KernelMemory.ServiceAssembly"
],
"summary": "Search the knowledge base for relevant snippets of text. The search can include filters to use only a subset of the knowledge base.",
"description": "Search the knowledge base for relevant snippets of text.",
"operationId": "SearchDocumentSnippets",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/SearchQuery"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/SearchResult"
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
}
}
}
},
"/indexes": {
"get": {
"tags": [
"Microsoft.KernelMemory.ServiceAssembly"
],
"summary": "Get the list of containers (aka 'indexes') from the knowledge base. Each index has a unique name. Indexes are collections of memories extracted from the documents uploaded.",
"description": "Get the list of containers (aka 'indexes') from the knowledge base.",
"operationId": "ListIndexes",
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/IndexCollection"
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
}
}
},
"delete": {
"tags": [
"Microsoft.KernelMemory.ServiceAssembly"
],
"summary": "Delete a container of documents (aka 'index') from the knowledge base. Indexes are collections of memories extracted from the documents uploaded.",
"description": "Delete a container of documents (aka 'index') from the knowledge base.",
"operationId": "DeleteIndexByName",
"parameters": [
{
"name": "index",
"in": "query",
"schema": {
"type": "string"
}
}
],
"responses": {
"202": {
"description": "Accepted",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/DeleteAccepted"
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
}
}
}
},
"/documents": {
"delete": {
"tags": [
"Microsoft.KernelMemory.ServiceAssembly"
],
"summary": "Delete a document from the knowledge base. When deleting a document, which can consist of multiple files, all the memories previously extracted are deleted too.",
"description": "Delete a document from the knowledge base.",
"operationId": "DeleteDocumentById",
"parameters": [
{
"name": "index",
"in": "query",
"schema": {
"type": "string"
}
},
{
"name": "documentId",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
}
],
"responses": {
"202": {
"description": "Accepted",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/DeleteAccepted"
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ProblemDetails"
}
}
}
}
}
}
}
},
"components": {
"schemas": {
"Citation": {
"type": "object",
"properties": {
"link": {
"type": "string",
"nullable": true
},
"index": {
"type": "string",
"nullable": true
},
"documentId": {
"type": "string",
"nullable": true
},
"fileId": {
"type": "string",
"nullable": true
},
"sourceContentType": {
"type": "string",
"nullable": true
},
"sourceName": {
"type": "string",
"nullable": true
},
"sourceUrl": {
"type": "string",
"nullable": true
},
"partitions": {
"type": "array",
"items": {
"$ref": "#/components/schemas/Partition"
},
"nullable": true
}
},
"additionalProperties": false
},
"DataPipelineStatus": {
"type": "object",
"properties": {
"completed": {
"type": "boolean"
},
"empty": {
"type": "boolean"
},
"index": {
"type": "string",
"nullable": true
},
"document_id": {
"type": "string",
"nullable": true
},
"tags": {
"type": "object",
"additionalProperties": {
"type": "array",
"items": {
"type": "string"
}
},
"nullable": true
},
"creation": {
"type": "string",
"format": "date-time"
},
"last_update": {
"type": "string",
"format": "date-time"
},
"steps": {
"type": "array",
"items": {
"type": "string"
},
"nullable": true
},
"remaining_steps": {
"type": "array",
"items": {
"type": "string"
},
"nullable": true
},
"completed_steps": {
"type": "array",
"items": {
"type": "string"
},
"nullable": true
}
},
"additionalProperties": false
},
"DeleteAccepted": {
"type": "object",
"properties": {
"index": {
"type": "string",
"nullable": true
},
"documentId": {
"type": "string",
"nullable": true
},
"message": {
"type": "string",
"nullable": true
}
},
"additionalProperties": false
},
"IndexCollection": {
"type": "object",
"properties": {
"results": {
"type": "array",
"items": {
"$ref": "#/components/schemas/IndexDetails"
},
"nullable": true
}
},
"additionalProperties": false
},
"IndexDetails": {
"type": "object",
"properties": {
"name": {
"type": "string",
"nullable": true
}
},
"additionalProperties": false
},
"MemoryAnswer": {
"type": "object",
"properties": {
"streamState": {
"$ref": "#/components/schemas/StreamStates"
},
"question": {
"type": "string",
"nullable": true
},
"noResult": {
"type": "boolean"
},
"noResultReason": {
"type": "string",
"nullable": true
},
"text": {
"type": "string",
"nullable": true
},
"tokenUsage": {
"type": "array",
"items": {
"$ref": "#/components/schemas/TokenUsage"
},
"nullable": true
},
"relevantSources": {
"type": "array",
"items": {
"$ref": "#/components/schemas/Citation"
},
"nullable": true
}
},
"additionalProperties": false
},
"MemoryQuery": {
"type": "object",
"properties": {
"index": {
"type": "string",
"nullable": true
},
"question": {
"type": "string",
"nullable": true
},
"filters": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": {
"type": "array",
"items": {
"type": "string"
}
}
},
"nullable": true
},
"minRelevance": {
"type": "number",
"format": "double"
},
"stream": {
"type": "boolean"
},
"args": {
"type": "object",
"additionalProperties": {
"nullable": true
},
"nullable": true
}
},
"additionalProperties": false
},
"Partition": {
"type": "object",
"properties": {
"text": {
"type": "string",
"nullable": true
},
"relevance": {
"type": "number",
"format": "float"
},
"partitionNumber": {
"type": "integer",
"format": "int32"
},
"sectionNumber": {
"type": "integer",
"format": "int32"
},
"lastUpdate": {
"type": "string",
"format": "date-time"
},
"tags": {
"type": "object",
"additionalProperties": {
"type": "array",
"items": {
"type": "string"
}
},
"nullable": true
}
},
"additionalProperties": false
},
"ProblemDetails": {
"type": "object",
"properties": {
"type": {
"type": "string",
"nullable": true
},
"title": {
"type": "string",
"nullable": true
},
"status": {
"type": "integer",
"format": "int32",
"nullable": true
},
"detail": {
"type": "string",
"nullable": true
},
"instance": {
"type": "string",
"nullable": true
}
},
"additionalProperties": {}
},
"SearchQuery": {
"type": "object",
"properties": {
"index": {
"type": "string",
"nullable": true
},
"query": {
"type": "string",
"nullable": true
},
"filters": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": {
"type": "array",
"items": {
"type": "string"
}
}
},
"nullable": true
},
"minRelevance": {
"type": "number",
"format": "double"
},
"limit": {
"type": "integer",
"format": "int32"
},
"args": {
"type": "object",
"additionalProperties": {
"nullable": true
},
"nullable": true
}
},
"additionalProperties": false
},
"SearchResult": {
"type": "object",
"properties": {
"query": {
"type": "string",
"nullable": true
},
"noResult": {
"type": "boolean",
"readOnly": true
},
"results": {
"type": "array",
"items": {
"$ref": "#/components/schemas/Citation"
},
"nullable": true
}
},
"additionalProperties": false
},
"StreamStates": {
"enum": [
"error",
"reset",
"append",
"last"
],
"type": "string"
},
"TokenUsage": {
"type": "object",
"properties": {
"timestamp": {
"type": "string",
"format": "date-time"
},
"serviceType": {
"type": "string",
"nullable": true
},
"modelType": {
"type": "string",
"nullable": true
},
"modelName": {
"type": "string",
"nullable": true
},
"tokenizerTokensIn": {
"type": "integer",
"format": "int32",
"nullable": true
},
"tokenizerTokensOut": {
"type": "integer",
"format": "int32",
"nullable": true
},
"serviceTokensIn": {
"type": "integer",
"format": "int32",
"nullable": true
},
"serviceTokensOut": {
"type": "integer",
"format": "int32",
"nullable": true
},
"serviceReasoningTokens": {
"type": "integer",
"format": "int32",
"nullable": true
}
},
"additionalProperties": false
},
"UploadAccepted": {
"type": "object",
"properties": {
"index": {
"type": "string",
"nullable": true
},
"documentId": {
"type": "string",
"nullable": true
},
"message": {
"type": "string",
"nullable": true
}
},
"additionalProperties": false
}
},
"securitySchemes": {
"auth": {
"type": "apiKey",
"description": "The API key to access the API",