> ## Documentation Index > Fetch the complete documentation index at: https://docs.mixpeek.com/docs/llms.txt > Use this file to discover all available pages before exploring further. # Infer onboarding configuration > Given a free-text use-case description, uses an LLM to recommend the best scaffold template, extractors, retriever stages, and sample queries for the user's project. ## OpenAPI ````yaml post /v1/onboarding/infer-config openapi: 3.1.0 info: title: Mixpeek API description: >- This is the Mixpeek API, providing access to various endpoints for data processing and retrieval. termsOfService: https://mixpeek.com/terms contact: name: Mixpeek Support url: https://mixpeek.com/contact email: info@mixpeek.com version: '0.82' servers: - url: https://api.mixpeek.com description: Production security: - BearerAuth: [] paths: /v1/onboarding/infer-config: post: tags: - Onboarding summary: Infer onboarding configuration description: >- Given a free-text use-case description, uses an LLM to recommend the best scaffold template, extractors, retriever stages, and sample queries for the user's project. operationId: infer_config_v1_onboarding_infer_config_post parameters: [] requestBody: required: true content: application/json: schema: $ref: '#/components/schemas/InferConfigRequest' responses: '200': description: Successful Response content: application/json: schema: $ref: '#/components/schemas/InferConfigResponse' '400': description: Bad Request content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' '401': description: Unauthorized content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' '403': description: Forbidden content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' '404': description: Not Found content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' '422': description: Validation Error content: application/json: schema: $ref: '#/components/schemas/HTTPValidationError' '500': description: Internal Server Error content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' security: - BearerAuth: [] components: schemas: InferConfigRequest: properties: use_case_description: type: string maxLength: 2000 minLength: 5 title: Use Case Description description: Free-text description of what the user wants to build. examples: - I want to search my product catalog by image - I need to moderate user-generated content on my platform content_types: items: type: string type: array title: Content Types description: >- Optional hint about data types the user has (e.g. 'video', 'pdf', 'image'). examples: - - video - image - - pdf - text type: object required: - use_case_description title: InferConfigRequest InferConfigResponse: properties: recommended_scaffold_id: type: string title: Recommended Scaffold Id description: >- Template ID from the scaffold catalog (e.g. 'tmpl_scaffold_video_understanding'). scaffold_name: type: string title: Scaffold Name description: Human-readable template name. confidence: type: number maximum: 1 minimum: 0 title: Confidence description: Model confidence in this recommendation. reasoning: type: string title: Reasoning description: 2-3 sentence explanation of why this scaffold was chosen. extractors: items: $ref: '#/components/schemas/SuggestedExtractor' type: array title: Extractors description: Recommended feature extractors. retriever_stages: items: $ref: '#/components/schemas/SuggestedStage' type: array title: Retriever Stages description: Recommended retriever pipeline stages. sample_queries: items: $ref: '#/components/schemas/SampleQuery' type: array title: Sample Queries description: Example search queries the user could run. alternate_scaffold_id: anyOf: - type: string - type: 'null' title: Alternate Scaffold Id description: Second-best template if the primary isn't a great fit. alternate_scaffold_name: anyOf: - type: string - type: 'null' title: Alternate Scaffold Name type: object required: - recommended_scaffold_id - scaffold_name - confidence - reasoning - extractors - retriever_stages - sample_queries title: InferConfigResponse ErrorResponse: properties: success: type: boolean title: Success description: Always false for error responses default: false status: type: integer title: Status description: HTTP status code for this error error: $ref: '#/components/schemas/ErrorDetail' description: Error details payload type: object required: - status - error title: ErrorResponse description: Error response model. examples: - error: details: id: ns_123 resource: namespace message: Namespace not found type: NotFoundError status: 404 success: false HTTPValidationError: properties: detail: items: $ref: '#/components/schemas/ValidationError' type: array title: Detail type: object title: HTTPValidationError SuggestedExtractor: properties: name: type: string title: Name description: Feature extractor name (e.g. 'image_extractor'). version: type: string title: Version default: v1 reason: type: string title: Reason description: One-sentence explanation of why this extractor fits. type: object required: - name - reason title: SuggestedExtractor SuggestedStage: properties: stage_name: type: string title: Stage Name stage_type: type: string title: Stage Type default: filter description: type: string title: Description type: object required: - stage_name - description title: SuggestedStage SampleQuery: properties: query: type: string title: Query description: type: string title: Description type: object required: - query - description title: SampleQuery ErrorDetail: properties: message: type: string title: Message description: Human-readable error message type: type: string title: Type description: Stable error type identifier (machine-readable) code: anyOf: - type: string - type: 'null' title: Code description: >- Fine-grained error code for programmatic handling (e.g., namespace_name_taken, feature_extractor_not_found). Present only when consumers may need to branch on a specific error condition. details: anyOf: - additionalProperties: true type: object - type: 'null' title: Details description: >- Optional structured details to help debugging (validation errors, IDs, etc.) type: object required: - message - type title: ErrorDetail description: Error detail model. 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 securitySchemes: BearerAuth: type: http scheme: bearer description: >- Mixpeek API key, sent as `Authorization: Bearer mxp_sk_...`. Create one in Studio under Settings → API Keys, or with an admin key via `POST /v1/organizations/users/{user_email}/api-keys`. A missing header returns 403; an invalid or revoked key returns 401. ````