> ## 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. # Add a cluster-owned model > Adds an operator-owned, database-sourced model that a cluster admin can grant to orgs (see /models/cluster_registry). Cluster admin only. ## OpenAPI ````yaml https://apigw.mka1.com/speakeasy.json post /api/v1/llm/models/registry/cluster 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: 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 Schedules description: Create and manage scheduled or recurring saved agent runs. x-displayName: Agent Schedules - name: schema-5_other x-displayName: other - name: Budgets x-displayName: Budgets - name: Settings x-displayName: Settings - name: Deployments description: Long-lived inference servers. x-displayName: Deployments - name: Fine-Tune Jobs description: Submit, monitor, and cancel fine-tune jobs. x-displayName: Fine-Tune Jobs - name: Container Images description: Custom container images for deployments and jobs. x-displayName: Container Images - name: Serving Models description: Models registered for deployment and fine-tuning. x-displayName: Serving Models - name: Volumes description: Persistent storage for weights and checkpoints. x-displayName: Volumes - name: Secrets description: Credentials injected into your workloads. x-displayName: Secrets - name: Accelerators description: Available accelerator types (GPU, NPU, TPU). x-displayName: Accelerators paths: /api/v1/llm/models/registry/cluster: post: tags: - Models summary: Add a cluster-owned model description: >- Adds an operator-owned, database-sourced model that a cluster admin can grant to orgs (see /models/cluster_registry). Cluster admin only. operationId: addClusterRegistryModel requestBody: required: true content: application/json: schema: $ref: '#/components/schemas/AddRegistryModelRequest' example: id: meetkai:my-custom-chat-v1 provider: openai-compatible modelId: my-custom-chat-v1 displayName: My Custom Chat v1 baseUrl: https://models.example.com/v1 apiFormat: responses created: 1704067200 auth: type: api-key value: sk-your-provider-api-key capabilities: modalities: input: - text output: - text reasoning: true supportsTemperature: true supportsTopP: true contextWindow: 131072 rpm: 120 defaultParams: temperature: 0.2 topP: 0.95 hidden: false healthCheck: url: https://models.example.com/health method: GET responses: '200': description: OK content: application/json: schema: $ref: '#/components/schemas/RegistryModelResponse' example: id: meetkai:my-custom-chat-v1 provider: openai-compatible model_id: my-custom-chat-v1 source: database immutable: false definition: id: meetkai:my-custom-chat-v1 provider: openai-compatible modelId: my-custom-chat-v1 displayName: My Custom Chat v1 baseUrl: https://models.example.com/v1 apiFormat: responses created: 1704067200 auth: type: api-key value: '****' capabilities: modalities: input: - text output: - text reasoning: true supportsTemperature: true supportsTopP: true contextWindow: 131072 rpm: 120 defaultParams: temperature: 0.2 topP: 0.95 hidden: false healthCheck: mode: preflight path: /models source: database immutable: false health: is_available: true last_health_check: 1704067200000 error: null created_at: 1704067200000 updated_at: 1704153600000 security: - bearerAuth: [] x-codeSamples: - lang: csharp label: CSharp (SDK) source: |- using MeetKai.MKA1; using MeetKai.MKA1.Types.Components; using System.Collections.Generic; var sdk = new SDK(bearerAuth: ""); AddRegistryModelRequest req = new AddRegistryModelRequest() { Id = "meetkai:my-custom-chat-v1", Provider = "openai-compatible", ModelId = "my-custom-chat-v1", DisplayName = "My Custom Chat v1", BaseUrl = "https://models.example.com/v1", ApiFormat = AutoEndpoint.Responses, ApiProviderType = AddRegistryModelRequestApiProviderType.Groq, Created = 1704067200, Auth = AddRegistryModelRequestAuthUnion.CreateApiKey( new AddRegistryModelRequestAuth1() { Value = "sk-your-provider-api-key", } ), Capabilities = new AddRegistryModelRequestCapabilities() { Modalities = new AddRegistryModelRequestModalities() { Input = new List() { AddRegistryModelRequestInput.Text, }, Output = new List() { AddRegistryModelRequestOutput.Text, }, }, Reasoning = true, SupportsTemperature = true, SupportsTopP = true, }, ContextWindow = 131072, Rpm = 120, DefaultParams = new AddRegistryModelRequestDefaultParams() { Temperature = 0.2D, TopP = 0.95D, }, Hidden = false, HealthCheck = AddRegistryModelRequestHealthCheckUnion.CreatePreflight( new AddRegistryModelRequestHealthCheck2() { Path = "/home", } ), }; var res = await sdk.Llm.Models.AddClusterRegistryModelAsync(req); // handle response - lang: python label: Python (SDK) source: |- from meetkai_mka1 import SDK with SDK( bearer_auth="", ) as sdk: res = sdk.llm.models.add_cluster_registry_model(id="meetkai:my-custom-chat-v1", provider="openai-compatible", model_id="my-custom-chat-v1", api_format="responses", api_provider_type="groq", created=1704067200, auth={ "type": "api-key", "value": "sk-your-provider-api-key", }, capabilities={ "modalities": { "input": [ "text", ], "output": [ "text", ], }, "reasoning": True, "supports_temperature": True, "supports_top_p": True, }, display_name="My Custom Chat v1", base_url="https://models.example.com/v1", context_window=131072, rpm=120, default_params={ "temperature": 0.2, "top_p": 0.95, }, hidden=False, health_check={ "mode": "preflight", "path": "/home", }) # 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.llm.models.addClusterRegistryModel({ id: "meetkai:my-custom-chat-v1", provider: "openai-compatible", modelId: "my-custom-chat-v1", displayName: "My Custom Chat v1", baseUrl: "https://models.example.com/v1", apiFormat: "responses", apiProviderType: "groq", created: 1704067200, auth: { type: "api-key", value: "sk-your-provider-api-key", }, capabilities: { modalities: { input: [ "text", ], output: [ "text", ], }, reasoning: true, supportsTemperature: true, supportsTopP: true, }, contextWindow: 131072, rpm: 120, defaultParams: { temperature: 0.2, topP: 0.95, }, hidden: false, healthCheck: { mode: "preflight", path: "/home", }, }); console.log(result); } run(); components: schemas: AddRegistryModelRequest: type: object properties: id: type: string provider: type: string modelId: type: string displayName: type: string baseUrl: type: string format: uri apiFormat: $ref: '#/components/schemas/AutoEndpoint' apiProviderType: enum: - groq - azure - meetkai - meetkaiGateway - fal - openai created: type: integer minimum: 0 maximum: 9007199254740991 auth: anyOf: - type: object properties: type: const: api-key value: type: string envVar: type: string headerName: type: string required: - type additionalProperties: false - type: object properties: type: const: custom-headers headers: type: object propertyNames: type: string additionalProperties: type: string envVars: type: object propertyNames: type: string additionalProperties: type: string required: - type - headers additionalProperties: false - type: object properties: type: const: none required: - type additionalProperties: false - type: object properties: type: const: composite strategies: type: array minItems: 1 items: anyOf: - type: object properties: type: const: api-key value: type: string envVar: type: string headerName: type: string required: - type additionalProperties: false - type: object properties: type: const: custom-headers headers: type: object propertyNames: type: string additionalProperties: type: string envVars: type: object propertyNames: type: string additionalProperties: type: string required: - type - headers additionalProperties: false - type: object properties: type: const: none required: - type additionalProperties: false - type: object properties: type: const: composite strategies: type: array minItems: 1 items: anyOf: - type: object properties: type: const: api-key value: type: string envVar: type: string headerName: type: string required: - type additionalProperties: false - type: object properties: type: const: custom-headers headers: type: object propertyNames: type: string additionalProperties: type: string envVars: type: object propertyNames: type: string additionalProperties: type: string required: - type - headers additionalProperties: false - type: object properties: type: const: none required: - type additionalProperties: false - type: object properties: type: const: composite strategies: {} required: - type additionalProperties: false required: - type - strategies additionalProperties: false required: - type - strategies additionalProperties: false capabilities: type: object properties: modalities: type: object properties: input: type: array minItems: 1 items: enum: - text - image - audio - video output: type: array minItems: 1 items: enum: - text - image - audio - video required: - input - output additionalProperties: false reasoning: type: boolean supportedBase64Formats: type: array items: type: string supportsCompletionVideoUrlMessage: type: boolean supportsTemperature: type: boolean supportsTopP: type: boolean maxImageResolution: type: object properties: maxWidth: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 maxHeight: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 required: - maxWidth - maxHeight additionalProperties: false minImageResolution: type: object properties: maxWidth: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 maxHeight: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 required: - maxWidth - maxHeight additionalProperties: false required: - modalities - reasoning additionalProperties: false contextWindow: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 rpm: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 rateLimits: type: array items: type: object properties: scope: enum: - global - org - user - apiKey - externalUser rpm: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 duration: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 queue: type: object properties: maxDepth: type: integer minimum: -9007199254740991 maximum: 1000 exclusiveMinimum: 0 maxWaitMs: type: integer minimum: -9007199254740991 maximum: 120000 exclusiveMinimum: 0 required: - maxDepth - maxWaitMs additionalProperties: false required: - scope - rpm additionalProperties: false defaultParams: type: object properties: temperature: type: number minimum: 0 maximum: 2 topP: type: number minimum: 0 maximum: 1 presencePenalty: type: number minimum: -2 maximum: 2 frequencyPenalty: type: number minimum: -2 maximum: 2 additionalProperties: false rerouteRules: type: array items: type: object properties: trigger: anyOf: - type: object properties: type: const: input-modality modality: enum: - text - image - audio - video required: - type - modality additionalProperties: false - type: object properties: type: const: base64-input required: - type additionalProperties: false - type: object properties: type: const: context-exceeded required: - type additionalProperties: false - type: object properties: type: const: error-fallback required: - type additionalProperties: false targetModelId: type: string preserveParams: type: boolean log: type: boolean required: - trigger - targetModelId additionalProperties: false hidden: type: boolean embeddingLimits: type: object properties: maxBatchSize: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 dimensions: anyOf: - type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 - type: object properties: min: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 max: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 default: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 required: - min - max - default additionalProperties: false additionalProperties: false healthCheck: anyOf: - type: object properties: mode: const: 'off' required: - mode additionalProperties: false - type: object properties: mode: const: preflight path: type: string minLength: 1 method: enum: - GET - HEAD timeoutMs: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 cacheTtlSeconds: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 required: - mode - path additionalProperties: false - type: object properties: mode: const: periodic intervalSeconds: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 path: type: string minLength: 1 method: enum: - GET - HEAD timeoutMs: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 cacheTtlSeconds: type: integer minimum: -9007199254740991 maximum: 9007199254740991 exclusiveMinimum: 0 required: - mode - intervalSeconds - path additionalProperties: false required: - id - provider - modelId - apiFormat - apiProviderType - created - auth - capabilities RegistryModelResponse: type: object properties: id: type: string provider: type: string model_id: type: string source: type: string immutable: type: boolean definition: type: object propertyNames: type: string additionalProperties: {} health: type: object properties: is_available: type: boolean last_health_check: anyOf: - type: number - type: 'null' error: anyOf: - type: string - type: 'null' required: - is_available - last_health_check - error created_at: anyOf: - type: number - type: 'null' updated_at: anyOf: - type: number - type: 'null' required: - id - provider - model_id - source - immutable - definition - health - created_at - updated_at AutoEndpoint: enum: - responses - completions - embeddings - images - transcriptions - tts 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: `. ````