openapi: 3.1.0 info: title: Marqo REST Documents Telemetry API version: '2.26' summary: Open-source multimodal vector search engine REST API. description: 'Marqo is an open-source vector search engine that bundles index storage (Vespa) and embedding inference (Sentence Transformers, OpenCLIP, ONNX) behind a single FastAPI HTTP surface. The engine is reachable at `http://{host}:8882` by default and publishes its live OpenAPI schema at `/openapi.json` with interactive Swagger UI at `/docs`. The same surface is exposed by the hosted Marqo Cloud product at `https://api.marqo.ai` with bearer-token authentication. This profile is a hand-curated, best-effort companion spec covering the most-used operations across indexes, documents, search, embeddings, models, and telemetry. For the canonical, version-pinned specification of a deployment, fetch `/openapi.json` directly from the running engine. ' contact: name: Marqo url: https://www.marqo.ai license: name: Apache 2.0 url: https://github.com/marqo-ai/marqo/blob/mainline/LICENSE servers: - url: http://localhost:8882 description: Default Marqo open-source engine endpoint - url: https://api.marqo.ai description: Marqo Cloud endpoint (bearer authentication) security: [] tags: - name: Telemetry description: Health, readiness, and engine-level metadata. paths: /: get: tags: - Telemetry summary: Root Health Check operationId: root responses: '200': description: Engine is up. /health: get: tags: - Telemetry summary: Health Check operationId: health responses: '200': description: Engine and backing Vespa are healthy. /memory: get: tags: - Telemetry summary: Memory Usage operationId: memory responses: '200': description: Process memory snapshot. components: securitySchemes: BearerAuth: type: http scheme: bearer description: 'Marqo Cloud API key passed as `Authorization: Bearer {api_key}`. The open-source engine accepts unauthenticated requests by default. '