{ "openapi": "3.1.0", "info": { "title": "NanoClip Public API", "version": "0.1.0", "description": "Upload video or audio and extract transcript, speaker, face, scene, and retake intelligence." }, "paths": { "/v1/projects/upload": { "post": { "summary": "Create Upload Project", "operationId": "create_upload_project_v1_projects_upload_post", "requestBody": { "content": { "application/json": { "schema": { "$ref": "#/components/schemas/UploadProjectRequest" } } }, "required": true }, "responses": { "201": { "description": "Successful Response", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/UploadProjectResponse" } } } }, "413": { "description": "Upload exceeds the maximum file size" }, "415": { "description": "Unsupported upload content type" }, "422": { "description": "Validation Error", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } }, "security": [ { "HTTPBearer": [] } ] } }, "/v1/projects/{project_id}/upload/complete": { "post": { "summary": "Complete Upload", "operationId": "complete_upload_v1_projects__project_id__upload_complete_post", "security": [ { "HTTPBearer": [] } ], "parameters": [ { "name": "project_id", "in": "path", "required": true, "schema": { "type": "string", "title": "Project Id" } } ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/CompleteUploadResponse" } } } }, "422": { "description": "Validation Error", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } } } }, "/v1/projects/{project_id}/transcript": { "post": { "summary": "Create Transcript", "operationId": "create_transcript_v1_projects__project_id__transcript_post", "security": [ { "HTTPBearer": [] } ], "parameters": [ { "name": "project_id", "in": "path", "required": true, "schema": { "type": "string", "title": "Project Id" } } ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/TranscriptionRequest" } } } }, "responses": { "202": { "description": "Successful Response", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/TranscriptCommandResponse" } } } }, "422": { "description": "Validation Error", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } } }, "get": { "summary": "Get Transcript", "operationId": "get_transcript_v1_projects__project_id__transcript_get", "security": [ { "HTTPBearer": [] } ], "parameters": [ { "name": "project_id", "in": "path", "required": true, "schema": { "type": "string", "title": "Project Id" } } ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/TranscriptionResultResponse" } } } }, "422": { "description": "Validation Error", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } } } }, "/v1/projects/{project_id}/vision": { "post": { "summary": "Create Vision", "operationId": "create_vision_v1_projects__project_id__vision_post", "security": [ { "HTTPBearer": [] } ], "parameters": [ { "name": "project_id", "in": "path", "required": true, "schema": { "type": "string", "title": "Project Id" } } ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/FaceDetectionRequest" } } } }, "responses": { "202": { "description": "Successful Response", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/VisionCommandResponse" } } } }, "422": { "description": "Validation Error", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } } }, "get": { "summary": "Get Vision", "operationId": "get_vision_v1_projects__project_id__vision_get", "security": [ { "HTTPBearer": [] } ], "parameters": [ { "name": "project_id", "in": "path", "required": true, "schema": { "type": "string", "title": "Project Id" } } ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/VisionResultResponse" } } } }, "422": { "description": "Validation Error", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } } } }, "/v1/projects/{project_id}/retake-removal": { "post": { "summary": "Create Retake Removal", "description": "Dispatch a retake-removal analysis on an uploaded project source.\n\nIdempotent on command_id=`retake_removal`: replaying the request after\nthe first call returns the existing command's current status without\nre-charging or re-dispatching.", "operationId": "create_retake_removal_v1_projects__project_id__retake_removal_post", "security": [ { "HTTPBearer": [] } ], "parameters": [ { "name": "project_id", "in": "path", "required": true, "schema": { "type": "string", "title": "Project Id" } } ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/RetakeRemovalRequest" } } } }, "responses": { "202": { "description": "Successful Response", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/RetakeRemovalCommandResponse" } } } }, "422": { "description": "Validation Error", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } } }, "get": { "summary": "Get Retake Removal", "description": "Return retake-removal decisions for a project.\n\nStatus surfaces: queued / running / completed / failed. Decisions\n(words/remove_spans/keep_intervals) are populated only when\nstatus == \"completed\". The runner persists decisions at\nworkspaces/{ws}/jobs/{job}/artifacts/retake_removal/decisions.json.", "operationId": "get_retake_removal_v1_projects__project_id__retake_removal_get", "security": [ { "HTTPBearer": [] } ], "parameters": [ { "name": "project_id", "in": "path", "required": true, "schema": { "type": "string", "title": "Project Id" } } ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/RetakeRemovalResultResponse" } } } }, "422": { "description": "Validation Error", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } } } }, "/v1/projects/{project_id}": { "get": { "summary": "Get Project", "operationId": "get_project_v1_projects__project_id__get", "security": [ { "HTTPBearer": [] } ], "parameters": [ { "name": "project_id", "in": "path", "required": true, "schema": { "type": "string", "title": "Project Id" } } ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/ProjectDetailResponse" } } } }, "422": { "description": "Validation Error", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } } } }, "/v1/me": { "get": { "summary": "Get Me", "description": "Describe the authenticated key: workspace, scopes, live limits, today's\nusage, and the wallet balance + pricing catalog.\n\nAuth requires only a valid key \u2014 there is no scope gate, so any key can\ndescribe itself and the caller can pre-flight scopes and estimate cost\nagainst the live wallet before a multi-gigabyte upload. Limits reflect the\nrunning config (env-resolved, not code defaults) and usage_today reuses the\nsame daily counters the quota enforcement reads. ``credit_balance_cents`` is\na real ``null`` (never a fake 0) when credit billing is disabled for the\ndeployment; ``agent_context.balance_note`` explains it.", "operationId": "get_me_v1_me_get", "responses": { "200": { "description": "Successful Response", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/MeResponse" } } } } }, "security": [ { "HTTPBearer": [] } ] } } }, "components": { "schemas": { "AnalysisCommandStatus": { "type": "string", "enum": [ "queued", "processing", "completed" ], "title": "AnalysisCommandStatus", "description": "202 dispatch acknowledgment for an analysis command.\n\n``failed`` is deliberately absent: a failed command never reaches this\nwire \u2014 the POST either re-dispatches (idempotent retry) or raises 503\n(see _existing_command_response's gate)." }, "AnalysisResultStatus": { "type": "string", "enum": [ "queued", "processing", "completed", "failed" ], "title": "AnalysisResultStatus", "description": "Analysis lifecycle as reported by the result GET endpoints." }, "CompleteUploadResponse": { "properties": { "project_id": { "type": "string", "title": "Project Id" }, "status": { "$ref": "#/components/schemas/ProjectStatus" }, "created_at": { "type": "string", "title": "Created At" }, "source": { "$ref": "#/components/schemas/ProjectSourceResponse" }, "source_size_bytes": { "type": "integer", "title": "Source Size Bytes" }, "duration": { "type": "number", "title": "Duration" }, "width": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "title": "Width" }, "height": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "title": "Height" } }, "type": "object", "required": [ "project_id", "status", "created_at", "source", "source_size_bytes", "duration" ], "title": "CompleteUploadResponse" }, "FaceDetectionRequest": { "properties": { "requested_outputs": { "items": { "type": "string", "enum": [ "faces", "face_tracks", "scenes" ] }, "type": "array", "title": "Requested Outputs" } }, "type": "object", "title": "FaceDetectionRequest" }, "HTTPValidationError": { "properties": { "detail": { "items": { "$ref": "#/components/schemas/ValidationError" }, "type": "array", "title": "Detail" } }, "type": "object", "title": "HTTPValidationError" }, "MeApiKey": { "properties": { "prefix": { "type": "string", "title": "Prefix" }, "name": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Name" }, "scopes": { "items": { "type": "string" }, "type": "array", "title": "Scopes" } }, "type": "object", "required": [ "prefix", "scopes" ], "title": "MeApiKey" }, "MeBilling": { "properties": { "credit_balance_cents": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "title": "Credit Balance Cents" }, "currency": { "type": "string", "title": "Currency" }, "pricing": { "$ref": "#/components/schemas/MePricing" } }, "type": "object", "required": [ "currency", "pricing" ], "title": "MeBilling" }, "MeLimits": { "properties": { "requests_per_minute_per_key": { "type": "integer", "title": "Requests Per Minute Per Key" }, "projects_per_day": { "type": "integer", "title": "Projects Per Day" }, "analysis_commands_per_day": { "type": "integer", "title": "Analysis Commands Per Day" }, "max_upload_bytes": { "type": "integer", "title": "Max Upload Bytes" } }, "type": "object", "required": [ "requests_per_minute_per_key", "projects_per_day", "analysis_commands_per_day", "max_upload_bytes" ], "title": "MeLimits" }, "MePricing": { "properties": { "transcript_per_uploaded_hour_cents": { "type": "integer", "title": "Transcript Per Uploaded Hour Cents" }, "diarization_addon_per_hour_cents": { "type": "integer", "title": "Diarization Addon Per Hour Cents" }, "vision_per_minute_cents": { "type": "integer", "title": "Vision Per Minute Cents" }, "retake_removal_per_minute_cents": { "type": "integer", "title": "Retake Removal Per Minute Cents" } }, "type": "object", "required": [ "transcript_per_uploaded_hour_cents", "diarization_addon_per_hour_cents", "vision_per_minute_cents", "retake_removal_per_minute_cents" ], "title": "MePricing" }, "MeResponse": { "properties": { "workspace": { "$ref": "#/components/schemas/MeWorkspace" }, "api_key": { "$ref": "#/components/schemas/MeApiKey" }, "limits": { "$ref": "#/components/schemas/MeLimits" }, "usage_today": { "$ref": "#/components/schemas/MeUsageToday" }, "billing": { "$ref": "#/components/schemas/MeBilling" }, "agent_context": { "additionalProperties": { "type": "string" }, "type": "object", "title": "Agent Context" } }, "type": "object", "required": [ "workspace", "api_key", "limits", "usage_today", "billing", "agent_context" ], "title": "MeResponse" }, "MeUsageToday": { "properties": { "projects_created": { "type": "integer", "title": "Projects Created" }, "analysis_commands": { "type": "integer", "title": "Analysis Commands" }, "day_resets_at": { "type": "string", "title": "Day Resets At" } }, "type": "object", "required": [ "projects_created", "analysis_commands", "day_resets_at" ], "title": "MeUsageToday" }, "MeWorkspace": { "properties": { "id": { "type": "string", "title": "Id" }, "name": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Name" } }, "type": "object", "required": [ "id" ], "title": "MeWorkspace" }, "ProjectDetailResponse": { "properties": { "project_id": { "type": "string", "title": "Project Id" }, "status": { "$ref": "#/components/schemas/ProjectStatus" }, "created_at": { "type": "string", "title": "Created At" }, "source": { "$ref": "#/components/schemas/ProjectSourceResponse" }, "duration": { "anyOf": [ { "type": "number" }, { "type": "null" } ], "title": "Duration" }, "source_size_bytes": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "title": "Source Size Bytes" }, "width": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "title": "Width" }, "height": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "title": "Height" } }, "type": "object", "required": [ "project_id", "status", "created_at", "source" ], "title": "ProjectDetailResponse", "description": "Detail view of a project, including the billing basis upload/complete\nestablished. ``duration``, ``source_size_bytes``, ``width``, ``height``\nare ``null`` until upload/complete has probed the source; ``width`` and\n``height`` stay ``null`` for audio sources, which have no dimensions." }, "ProjectSourceResponse": { "properties": { "type": { "type": "string", "title": "Type" }, "filename": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Filename" }, "content_type": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Content Type" }, "media_kind": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Media Kind" }, "size_bytes": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "title": "Size Bytes" }, "url": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Url" } }, "type": "object", "required": [ "type" ], "title": "ProjectSourceResponse" }, "ProjectStatus": { "type": "string", "enum": [ "created", "uploading", "ready", "failed" ], "title": "ProjectStatus", "description": "Public project lifecycle: creation \u2192 upload \u2192 analyzable (or failed).\n\nOne of three distinct status vocabularies on the /v1 wire (REE-75) \u2014\nproject lifecycle, command dispatch, and analysis result are different\nstate machines and are declared as different enums on purpose." }, "RetakeRemovalCommandResponse": { "properties": { "project_id": { "type": "string", "title": "Project Id" }, "analysis": { "type": "string", "const": "retake_removal", "title": "Analysis" }, "status": { "$ref": "#/components/schemas/AnalysisCommandStatus" }, "created_at": { "type": "string", "title": "Created At" } }, "type": "object", "required": [ "project_id", "analysis", "status", "created_at" ], "title": "RetakeRemovalCommandResponse" }, "RetakeRemovalKeepInterval": { "properties": { "start": { "type": "number", "title": "Start" }, "end": { "type": "number", "title": "End" } }, "type": "object", "required": [ "start", "end" ], "title": "RetakeRemovalKeepInterval" }, "RetakeRemovalRequest": { "properties": { "language": { "type": "string", "enum": [ "bg", "cs", "da", "de", "el", "en", "es", "et", "fi", "fr", "he", "hr", "hu", "it", "lt", "lv", "mt", "nl", "pl", "pt", "ro", "ru", "sk", "sl", "sv", "uk" ], "title": "Language", "description": "Transcript language base tag. Use one of the supported values, such as en or he.", "examples": [ "en", "he" ] } }, "additionalProperties": false, "type": "object", "required": [ "language" ], "title": "RetakeRemovalRequest", "description": "Request body for POST /v1/projects/{id}/retake-removal.\n\nIntentionally minimal: language is the only knob. The LLM model is\nserver-side." }, "RetakeRemovalResultResponse": { "properties": { "project_id": { "type": "string", "title": "Project Id" }, "status": { "$ref": "#/components/schemas/AnalysisResultStatus" }, "error": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Error" }, "words": { "items": { "$ref": "#/components/schemas/RetakeRemovalWord" }, "type": "array", "title": "Words" }, "remove_spans": { "items": { "$ref": "#/components/schemas/RetakeRemovalSpan" }, "type": "array", "title": "Remove Spans" }, "keep_intervals": { "items": { "$ref": "#/components/schemas/RetakeRemovalKeepInterval" }, "type": "array", "title": "Keep Intervals" } }, "type": "object", "required": [ "project_id", "status" ], "title": "RetakeRemovalResultResponse" }, "RetakeRemovalSpan": { "properties": { "remove_word_start": { "type": "integer", "title": "Remove Word Start" }, "remove_word_end": { "type": "integer", "title": "Remove Word End" } }, "type": "object", "required": [ "remove_word_start", "remove_word_end" ], "title": "RetakeRemovalSpan" }, "RetakeRemovalWord": { "properties": { "i": { "type": "integer", "title": "I" }, "start": { "type": "number", "title": "Start" }, "end": { "type": "number", "title": "End" }, "text": { "type": "string", "title": "Text" }, "confidence": { "type": "number", "title": "Confidence" }, "source": { "type": "string", "title": "Source" } }, "type": "object", "required": [ "i", "start", "end", "text", "confidence", "source" ], "title": "RetakeRemovalWord" }, "TranscriptCommandResponse": { "properties": { "project_id": { "type": "string", "title": "Project Id" }, "analysis": { "type": "string", "const": "transcript", "title": "Analysis" }, "status": { "$ref": "#/components/schemas/AnalysisCommandStatus" }, "requested_outputs": { "items": { "type": "string", "enum": [ "text", "speakers", "utterances", "words" ] }, "type": "array", "title": "Requested Outputs" }, "created_at": { "type": "string", "title": "Created At" } }, "type": "object", "required": [ "project_id", "analysis", "status", "requested_outputs", "created_at" ], "title": "TranscriptCommandResponse" }, "TranscriptionRequest": { "properties": { "language": { "type": "string", "enum": [ "bg", "cs", "da", "de", "el", "en", "es", "et", "fi", "fr", "he", "hr", "hu", "it", "lt", "lv", "mt", "nl", "pl", "pt", "ro", "ru", "sk", "sl", "sv", "uk" ], "title": "Language", "description": "Transcript language base tag. Use one of the supported values, such as en or he.", "examples": [ "en", "he" ] }, "requested_outputs": { "items": { "type": "string", "enum": [ "text", "speakers", "utterances", "words" ] }, "type": "array", "title": "Requested Outputs" }, "diarize": { "type": "boolean", "title": "Diarize", "description": "Request speaker diarization. Billed separately at $0.05/audio-hour.", "default": false } }, "type": "object", "required": [ "language" ], "title": "TranscriptionRequest" }, "TranscriptionResultResponse": { "properties": { "project_id": { "type": "string", "title": "Project Id" }, "analysis": { "type": "string", "const": "transcript", "title": "Analysis", "default": "transcript" }, "status": { "$ref": "#/components/schemas/AnalysisResultStatus" }, "language": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Language" }, "error": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Error" }, "agent_context": { "additionalProperties": { "type": "string" }, "type": "object", "title": "Agent Context" }, "text": { "type": "string", "title": "Text", "default": "" }, "words": { "items": { "additionalProperties": true, "type": "object" }, "type": "array", "title": "Words" }, "utterances": { "items": { "additionalProperties": true, "type": "object" }, "type": "array", "title": "Utterances" }, "speakers": { "items": { "additionalProperties": true, "type": "object" }, "type": "array", "title": "Speakers" } }, "type": "object", "required": [ "project_id", "status" ], "title": "TranscriptionResultResponse" }, "UploadProjectRequest": { "properties": { "filename": { "type": "string", "maxLength": 255, "minLength": 1, "title": "Filename" }, "content_type": { "type": "string", "maxLength": 255, "minLength": 1, "title": "Content Type", "description": "MIME type of the upload. Accepted: video/mp4, video/quicktime, video/webm, audio/mpeg, audio/mp4, audio/x-m4a, audio/aac, audio/wav, audio/x-wav, audio/flac, audio/x-flac, audio/ogg, audio/webm. Unsupported types return 415. Audio sources are transcript-only (vision and retake-removal return 422)." }, "size_bytes": { "anyOf": [ { "type": "integer", "exclusiveMinimum": 0.0 }, { "type": "null" } ], "title": "Size Bytes" } }, "type": "object", "required": [ "filename", "content_type" ], "title": "UploadProjectRequest" }, "UploadProjectResponse": { "properties": { "project_id": { "type": "string", "title": "Project Id" }, "status": { "$ref": "#/components/schemas/ProjectStatus" }, "created_at": { "type": "string", "title": "Created At" }, "source": { "$ref": "#/components/schemas/ProjectSourceResponse" }, "upload_url": { "type": "string", "title": "Upload Url" }, "upload_headers": { "additionalProperties": { "type": "string" }, "type": "object", "title": "Upload Headers" }, "upload_expires_in_seconds": { "type": "integer", "title": "Upload Expires In Seconds" } }, "type": "object", "required": [ "project_id", "status", "created_at", "source", "upload_url", "upload_headers", "upload_expires_in_seconds" ], "title": "UploadProjectResponse" }, "ValidationError": { "properties": { "loc": { "items": { "anyOf": [ { "type": "string" }, { "type": "integer" } ] }, "type": "array", "title": "Location" }, "msg": { "type": "string", "title": "Message" }, "type": { "type": "string", "title": "Error Type" }, "input": { "title": "Input" }, "ctx": { "type": "object", "title": "Context" } }, "type": "object", "required": [ "loc", "msg", "type" ], "title": "ValidationError" }, "VisionAsdStatus": { "properties": { "ran": { "type": "boolean", "title": "Ran" }, "reason": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Reason" }, "assigned": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "title": "Assigned" }, "carried": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "title": "Carried" } }, "type": "object", "required": [ "ran" ], "title": "VisionAsdStatus", "description": "Whether active-speaker detection ran for this job, and what it produced.\n\nDetections that were never scored omit `speak_conf` entirely, so this record\nis the only way to tell \"never ran\" from \"ran and scored nothing\". Active-\nspeaker detection needs at least two simultaneously tracked faces, so\nsingle-speaker footage produces no scores by design." }, "VisionCommandResponse": { "properties": { "project_id": { "type": "string", "title": "Project Id" }, "analysis": { "type": "string", "const": "vision", "title": "Analysis" }, "status": { "$ref": "#/components/schemas/AnalysisCommandStatus" }, "requested_outputs": { "items": { "type": "string", "enum": [ "faces", "face_tracks", "scenes" ] }, "type": "array", "title": "Requested Outputs" }, "created_at": { "type": "string", "title": "Created At" } }, "type": "object", "required": [ "project_id", "analysis", "status", "requested_outputs", "created_at" ], "title": "VisionCommandResponse" }, "VisionResultResponse": { "properties": { "project_id": { "type": "string", "title": "Project Id" }, "analysis": { "type": "string", "const": "vision", "title": "Analysis", "default": "vision" }, "status": { "$ref": "#/components/schemas/AnalysisResultStatus" }, "error": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Error" }, "agent_context": { "additionalProperties": { "type": "string" }, "type": "object", "title": "Agent Context" }, "faces": { "items": { "additionalProperties": true, "type": "object" }, "type": "array", "title": "Faces" }, "face_tracks": { "items": { "additionalProperties": true, "type": "object" }, "type": "array", "title": "Face Tracks" }, "scenes": { "items": { "additionalProperties": true, "type": "object" }, "type": "array", "title": "Scenes" }, "asd": { "anyOf": [ { "$ref": "#/components/schemas/VisionAsdStatus" }, { "type": "null" } ] } }, "type": "object", "required": [ "project_id", "status" ], "title": "VisionResultResponse" } }, "securitySchemes": { "HTTPBearer": { "type": "http", "scheme": "bearer" } } }, "servers": [ { "url": "https://api.nanoclip.ai" } ] }