> ## 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. # Create a job ## OpenAPI ````yaml https://apigw.mka1.com/speakeasy.json post /api/v1/compute/jobs 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: API Key x-displayName: API Key - name: Organization x-displayName: Organization - name: Cluster Admin x-displayName: Cluster Admin - 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 description: >- Aggregate sandbox usage statistics across sessions, execution, and workspace operations. x-displayName: Sandbox Usage - name: Sandbox Pricing description: >- Cluster-admin management of the sandbox compute rate card used for budgeted spend. x-displayName: Sandbox Pricing - 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 Connectors description: >- Connect saved agents to external messaging channels such as Telegram, including text, photo, and supported document exchange. x-displayName: Agent Connectors - name: Agent Schedules description: Create and manage scheduled or recurring saved agent runs. x-displayName: Agent Schedules - name: schema-4_other x-displayName: other - name: Budgets x-displayName: Budgets - name: Settings x-displayName: Settings - name: Compute Jobs x-displayName: Compute Jobs - name: Compute Services x-displayName: Compute Services - name: Compute Catalog x-displayName: Compute Catalog - name: Compute Secrets x-displayName: Compute Secrets - name: Compute Usage x-displayName: Compute Usage - name: Compute Tenants x-displayName: Compute Tenants - name: Compute Infrastructure x-displayName: Compute Infrastructure - description: Create, list, read, update, and delete repositories. name: Repositories x-displayName: Repositories - description: Manage a repository's explicit collaborators (readers/writers). name: Collaborators x-displayName: Collaborators paths: /api/v1/compute/jobs: post: tags: - Compute Jobs summary: Create a job operationId: createJob parameters: - $ref: '#/components/parameters/ComputeIdempotencyKey' - name: X-On-Behalf-Of in: header required: false schema: type: string description: Optional external end-user identifier forwarded by the API gateway. requestBody: content: application/json: schema: $ref: '#/components/schemas/ComputeJobCreate' required: true responses: '200': content: application/json: schema: $ref: '#/components/schemas/ComputeJob' description: Equivalent idempotent replay '201': content: application/json: schema: $ref: '#/components/schemas/ComputeJob' description: Job created default: $ref: '#/components/responses/ComputeError' security: - bearerAuth: [] x-codeSamples: - lang: python label: Python (SDK) source: |- from meetkai_mka1 import SDK with SDK( bearer_auth="", ) as sdk: res = sdk.compute_jobs.create_job(idempotency_key="", compute={ "accelerator": "", "ephemeral_disk_gb": 166801, "gpu_count": 580753, }, container={ "image": "https://picsum.photos/seed/vABc84qaab/2231/967", "script_b64": "", }) # 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.computeJobs.createJob({ idempotencyKey: "", computeJobCreate: { compute: { accelerator: "", ephemeralDiskGb: 166801, gpuCount: 580753, }, container: { image: "https://picsum.photos/seed/vABc84qaab/2231/967", scriptB64: "", }, }, }); console.log(result); } run(); - lang: csharp label: CSharp (SDK) source: |- using MeetKai.MKA1; using MeetKai.MKA1.Types.Components; var sdk = new SDK(bearerAuth: ""); var res = await sdk.ComputeJobs.CreateJobAsync( idempotencyKey: "", body: new ComputeJobCreate() { Compute = new ComputeRequest() { Accelerator = "", EphemeralDiskGb = 166801, GpuCount = 580753, }, Container = ComputeContainerCreateUnion.CreateComputeContainerCreate2( new ComputeContainerCreate2() { Image = "https://picsum.photos/seed/vABc84qaab/2231/967", ScriptB64 = "", } ), } ); // handle response components: parameters: ComputeIdempotencyKey: in: header name: Idempotency-Key required: true schema: type: string minLength: 1 schemas: ComputeJobCreate: additionalProperties: false description: >- Create body for a job. Jobs accept the same fields as services except the service block. properties: access: $ref: '#/components/schemas/ComputeAccessCreate' compute: $ref: '#/components/schemas/ComputeRequest' container: $ref: '#/components/schemas/ComputeContainerCreate' limits: $ref: '#/components/schemas/ComputeLimits' name: type: string placement: $ref: '#/components/schemas/ComputePlacement' required: - compute - container type: object ComputeJob: allOf: - $ref: '#/components/schemas/ComputeResource' - properties: exit_code: type: integer type: object unevaluatedProperties: false ComputeAccessCreate: additionalProperties: false properties: ssh_public_key: type: string type: object ComputeRequest: additionalProperties: false properties: accelerator: type: string ephemeral_disk_gb: type: integer minimum: 1 gpu_count: maximum: 8 minimum: 1 type: integer interconnect: type: string required: - accelerator - gpu_count - ephemeral_disk_gb type: object ComputeContainerCreate: additionalProperties: false oneOf: - required: - command - required: - script_b64 properties: command: type: array minItems: 1 items: type: string env: type: object additionalProperties: type: string image: type: string minLength: 1 ports: items: $ref: '#/components/schemas/ComputePort' type: array script_b64: contentEncoding: base64 type: string secret_env: additionalProperties: $ref: '#/components/schemas/ComputeSecretReference' type: object required: - image type: object ComputeLimits: additionalProperties: false properties: max_cost_usd: exclusiveMinimum: 0 format: double type: number max_runtime_hours: exclusiveMinimum: 0 format: double type: number type: object ComputePlacement: additionalProperties: false properties: providers: items: $ref: '#/components/schemas/ComputeProviderName' type: array uniqueItems: true type: object ComputeResource: properties: accrued_usd: format: double type: number allocated_at: type: string format: date-time compute: $ref: '#/components/schemas/ComputeRequest' created_at: type: string format: date-time endpoints: items: $ref: '#/components/schemas/ComputeEndpoint' type: array hardware: $ref: '#/components/schemas/ComputeHardware' id: type: string limits: $ref: '#/components/schemas/ComputeLimits' name: type: string price_usd_hr: format: double type: number provider: $ref: '#/components/schemas/ComputeProviderName' reason: oneOf: - $ref: '#/components/schemas/ComputeReason' - type: 'null' ssh: $ref: '#/components/schemas/ComputeSSH' started_at: oneOf: - type: string format: date-time - type: 'null' state: $ref: '#/components/schemas/ComputeResourceState' terminal_at: oneOf: - type: string format: date-time - type: 'null' required: - id - state - reason - compute - accrued_usd - limits - endpoints - created_at - started_at - terminal_at type: object ComputeErrorEnvelope: additionalProperties: false properties: error: $ref: '#/components/schemas/ComputeError' required: - error type: object ComputePort: additionalProperties: false properties: container_port: maximum: 65535 minimum: 1 type: integer name: type: string minLength: 1 protocol: enum: - http - tcp type: string required: - name - container_port - protocol type: object ComputeSecretReference: additionalProperties: false properties: key: type: string secret_id: type: string required: - secret_id - key type: object ComputeProviderName: description: >- Opaque compute-provider identifier. Supported values are deployment-specific. minLength: 1 type: string ComputeEndpoint: additionalProperties: false properties: host: type: string name: type: string port: type: integer protocol: type: string url: type: string required: - name - protocol - host - port type: object ComputeHardware: additionalProperties: false properties: accelerator: type: string gpu_count: type: integer gpu_memory_gb: type: integer interconnect: type: string required: - accelerator - gpu_count - gpu_memory_gb type: object ComputeReason: additionalProperties: false properties: code: type: string details: type: object additionalProperties: true message: type: string required: - code - message type: object ComputeSSH: additionalProperties: false properties: command: type: string host: type: string port: type: integer user: type: string required: - host - port - user - command type: object ComputeResourceState: enum: - requested - allocating - provisioning - running - ready - finalizing - terminating - succeeded - failed - terminated type: string ComputeError: additionalProperties: false properties: code: type: string details: type: object additionalProperties: true message: type: string request_id: type: string required: - code - message - request_id type: object responses: ComputeError: content: application/json: schema: $ref: '#/components/schemas/ComputeErrorEnvelope' description: API error 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: `. ````