> ## Documentation Index > Fetch the complete documentation index at: https://docs.mka1.com/llms.txt > Use this file to discover all available pages before exploring further. # Get Usage ## OpenAPI ````yaml https://apigw.mka1.com/speakeasy.json get /api/v1/sandbox/usage openapi: 3.1.1 info: title: MKA1 API version: 1.1.0 description: >- The MKA1 API is a RESTful API that provides access to the MKA1 platform. Learn how to get started with the API and the TypeScript SDK [here](https://mka1.apidocumentation.com/guides/getting-started). license: name: Proprietary servers: - url: https://apigw.mka1.com description: MKA1 API Gateway - url: / description: Relative server URL (configurable via SDK constructor) security: [] tags: - name: Resource Authorization description: >- Manage permissions for LLM resources. Create resources, grant/revoke permissions, and delete resources. Only resource owners can grant, revoke, or delete permissions. x-displayName: Resource Authorization - name: Embeddings description: >- Text embedding API endpoints for generating vector representations of text. Create semantic embeddings for search, clustering, and similarity matching using various embedding models. x-displayName: Embeddings - name: Feedback description: >- User feedback API for rating and commenting on chat completions. Collect thumbs up/down ratings and detailed feedback to improve model responses and track user satisfaction. x-displayName: Feedback - name: Images description: >- Image generation API endpoints for creating images from text descriptions. Generate images with control over size, quality, and style. x-displayName: Images - name: MCP Vault description: >- MCP vault API for storing user-owned MCP server configurations and encrypted credentials. Agents reference vault IDs so secrets are resolved only at tool execution time. x-displayName: MCP Vault - name: Speech description: >- Speech API endpoints for audio processing. Convert text to natural-sounding speech (TTS) or transcribe speech to text (STT) in different languages. x-displayName: Speech - name: Usage description: >- Usage tracking and analytics API for monitoring token consumption, request counts, and cost analysis. View detailed statistics per user, model, and time period. x-displayName: Usage - name: Extract description: >- Structured data extraction API for extracting information from files. Define JSON schemas to extract structured data from images, PDFs, and documents. Supports reusable schema templates. x-displayName: Extract - name: Text Classification description: >- Text classification API for categorizing text into predefined labels. Use AI models to classify text content for sentiment analysis, topic categorization, and content moderation. x-displayName: Text Classification - name: Responses description: >- Agent-powered responses API for creating AI agents with autonomous tool usage. Build conversational assistants that can use web search, file operations, image generation, code execution, computer use simulation, and MCP integrations. Supports background processing, streaming, and real-time status tracking. x-displayName: Responses - name: Files description: >- File management API for uploading, storing, and managing files with automatic expiration and S3 integration. Upload files that can be used with Assistants, Vector Stores, and other features. Files are stored in S3 with metadata tracked in PostgreSQL. Supports automatic cleanup of expired files. x-displayName: Files - name: Vector Stores description: >- Vector store API for storing and searching documents using embeddings. Create vector stores, upload files with automatic chunking and embedding generation, and perform semantic search. Files are processed asynchronously using Temporal workflows for durability. Supports automatic cleanup of expired stores and LanceDB for efficient vector storage. x-displayName: Vector Stores - name: Conversations description: >- Conversation management API for storing and retrieving conversation state across Response API calls. Create conversations, add items (user messages, assistant messages, system messages), and maintain conversation history. Supports metadata tracking and multi-turn dialogue state management. x-displayName: Conversations - name: Guardrails description: >- AI safety guardrails API for configuring content moderation and security policies. Set up ban word lists, prompt injection detection, and system prompt leakage prevention. Guardrails apply to all requests from an account and can be tested before deployment. x-displayName: Guardrails - name: Models description: >- Model listing API for discovering available models. Returns model IDs, ownership, and metadata for all registered models in the gateway. x-displayName: Models - name: Skills description: >- Skills API for managing versioned bundles of instructions and files following the Agent Skills standard. Create, version, and download reusable skill packages that include SKILL.md manifests for agent environments. x-displayName: Skills - name: Chat Completions description: >- **Deprecated: Use the Responses API (`/api/v1/llm/responses`) instead.** Chat completion endpoints with support for streaming, tool calls, and multiple providers. x-deprecated: true x-displayName: Chat Completions - name: Batches x-displayName: Batches - name: Evals x-displayName: Evals - name: Fine-Tuning x-displayName: Fine-Tuning - name: Memory Stores x-displayName: Memory Stores - name: Prompts x-displayName: Prompts - name: Tables description: Manage table schemas, data operations, search, and indices. x-displayName: Tables - name: Text Store description: >- Manage text stores with hybrid (vector + full-text) search and grouped text sets. x-displayName: Text Store - name: GraphRAG description: >- Construct and query lightweight knowledge graphs backed by Redis and LanceDB. x-displayName: GraphRAG - name: API Key x-displayName: API Key - name: Sessions description: Create, inspect, access, and terminate sandbox sessions. x-displayName: Sessions - name: Browser description: >- Connect to browser sessions through the gateway port proxy. Browser sessions expose a Chrome DevTools Protocol endpoint on port 9222. x-displayName: Browser - name: Execution description: Run shell commands and code inside an existing sandbox session. x-displayName: Execution - name: Workspace description: >- Inspect the workspace manifest, transfer files or archives, and download generated artifacts. x-displayName: Workspace - name: Sandbox Usage x-displayName: Sandbox Usage - name: Agents description: Create and manage reusable agent definitions. x-displayName: Agents - name: Agent Versions description: Inspect an agent's configuration history and roll back to a prior version. x-displayName: Agent Versions - name: Agent Runs description: Execute saved agents and inspect persisted run results. x-displayName: Agent Runs - name: Agent Schedules description: Create and manage scheduled or recurring saved agent runs. x-displayName: Agent Schedules - name: schema-5_other x-displayName: other paths: /api/v1/sandbox/usage: get: tags: - Sandbox Usage summary: Get Usage operationId: get_usage_api_v1_sandbox_usage_get parameters: - name: start_time in: query required: true schema: type: integer description: Start time as Unix seconds, inclusive title: Start Time description: Start time as Unix seconds, inclusive - name: end_time in: query required: false schema: anyOf: - type: integer - type: 'null' description: End time as Unix seconds, exclusive. Defaults to now. title: End Time description: End time as Unix seconds, exclusive. Defaults to now. - name: bucket_width in: query required: false schema: $ref: '#/components/schemas/SandboxUsageBucketWidth' description: Time bucket width. default: 1d description: Time bucket width. - name: group_by in: query required: false schema: anyOf: - type: array items: type: string - type: 'null' description: Repeat or comma-separate grouping dimensions. title: Group By description: Repeat or comma-separate grouping dimensions. - name: all_orgs in: query required: false schema: type: boolean description: Aggregate usage across all organizations (cluster admins only). default: false title: All Orgs description: Aggregate usage across all organizations (cluster admins only). - name: org_ids in: query required: false schema: anyOf: - type: array items: type: string - type: 'null' description: >- Filter by organization IDs (cluster admins only, implies cluster scope). title: Org Ids description: >- Filter by organization IDs (cluster admins only, implies cluster scope). - name: X-On-Behalf-Of in: header required: false schema: type: string description: Optional external end-user identifier forwarded by the API gateway. responses: '200': description: Successful Response content: application/json: schema: $ref: '#/components/schemas/SandboxUsagePage' '422': description: Validation Error content: application/json: schema: $ref: '#/components/schemas/HTTPValidationError' security: - bearerAuth: [] x-codeSamples: - lang: python label: Python (SDK) source: |- from meetkai_mka1 import SDK with SDK( bearer_auth="", ) as sdk: res = sdk.sandbox_usage.get_usage_api_v1_sandbox_usage_get(start_time=870831, all_orgs=False) # Handle response print(res) - lang: typescript label: Typescript (SDK) source: |- import { SDK } from "@meetkai/mka1"; const sdk = new SDK({ bearerAuth: "", }); async function run() { const result = await sdk.sandboxUsage.getUsageApiV1SandboxUsageGet({ startTime: 870831, }); console.log(result); } run(); - lang: csharp label: CSharp (SDK) source: >- using MeetKai.MKA1; using MeetKai.MKA1.Types.Components; using MeetKai.MKA1.Types.Requests; var sdk = new SDK(bearerAuth: ""); GetUsageApiV1SandboxUsageGetRequest req = new GetUsageApiV1SandboxUsageGetRequest() { StartTime = 870831, }; var res = await sdk.SandboxUsage.GetUsageApiV1SandboxUsageGetAsync(req); // handle response components: schemas: SandboxUsageBucketWidth: type: string enum: - 1m - 1h - 1d title: SandboxUsageBucketWidth SandboxUsagePage: properties: object: type: string const: page title: Object default: page data: items: $ref: '#/components/schemas/SandboxUsageBucket' type: array title: Data has_more: type: boolean title: Has More default: false next_page: anyOf: - type: string - type: 'null' title: Next Page type: object title: SandboxUsagePage HTTPValidationError: properties: detail: items: $ref: '#/components/schemas/ValidationError' type: array title: Detail type: object title: HTTPValidationError SandboxUsageBucket: properties: object: type: string const: bucket title: Object default: bucket start_time: type: integer title: Start Time end_time: type: integer title: End Time results: items: $ref: '#/components/schemas/SandboxUsageResult' type: array title: Results type: object required: - start_time - end_time title: SandboxUsageBucket ValidationError: properties: loc: items: anyOf: - type: string - type: integer type: array title: Location msg: type: string title: Message type: type: string title: Error Type type: object required: - loc - msg - type title: ValidationError SandboxUsageResult: properties: object: type: string const: organization.usage.sandbox.result title: Object default: organization.usage.sandbox.result num_operations: type: integer title: Num Operations default: 0 num_sessions: type: integer title: Num Sessions default: 0 request_count: type: integer title: Request Count default: 0 duration_ms: type: integer title: Duration Ms default: 0 workspace_bytes_in: type: integer title: Workspace Bytes In default: 0 workspace_bytes_out: type: integer title: Workspace Bytes Out default: 0 files_changed_count: type: integer title: Files Changed Count default: 0 oom_killed_count: type: integer title: Oom Killed Count default: 0 peak_memory_mib: anyOf: - type: number - type: 'null' title: Peak Memory Mib reserved_memory_mib: anyOf: - type: integer - type: 'null' title: Reserved Memory Mib user_id: anyOf: - type: string - type: 'null' title: User Id api_key_id: anyOf: - type: string - type: 'null' title: Api Key Id org_id: anyOf: - type: string - type: 'null' title: Org Id operation: anyOf: - $ref: '#/components/schemas/SandboxUsageOperation' - type: 'null' provider: anyOf: - type: string - type: 'null' title: Provider session_kind: anyOf: - $ref: '#/components/schemas/SessionKind' - type: 'null' type: object title: SandboxUsageResult SandboxUsageOperation: type: string enum: - session_start - session_stop - session_terminate - turn - repo_task - command - code - workspace_manifest - workspace_download - workspace_archive_download - workspace_upload - workspace_archive_upload title: SandboxUsageOperation SessionKind: type: string enum: - standard - browser title: SessionKind securitySchemes: bearerAuth: type: http scheme: bearer bearerFormat: API Key description: >- Gateway auth: send `Authorization: Bearer `. For multi-user server-side integrations, you can also send `X-On-Behalf-Of: `. ````