# Elastic Stack (ELK Stack) ml trained model API

**Canonical:** https://apis.io/apis/elk-stack/elk-stack-ml-trained-model-api/  
**Provider:** Elastic Stack (ELK Stack) — https://apis.io/providers/elk-stack/  
**Base URL:** https://{elasticsearch_endpoint}  
**Documentation:** https://www.elastic.co/docs/api/doc/elasticsearch/

Elastic Stack (ELK Stack) ml trained model API is one of 132 APIs that [Elastic Stack (ELK Stack)](https://apis.io/providers/elk-stack/) publishes on the [APIs.io](https://apis.io/) network, described by a machine-readable OpenAPI specification. Tagged areas include ml trained model. The published artifact set on APIs.io includes an OpenAPI specification, API documentation, and an API reference.

The ml trained model API from Elastic Stack (ELK Stack) — 12 operation(s) for ml trained model.

## Operations (15)

| Method | Path | Summary |
|---|---|---|
| POST | `/_ml/trained_models/{model_id}/deployment/cache/_clear` | Clear trained model deployment cache |
| GET | `/_ml/trained_models/{model_id}` | Get trained model configuration info |
| PUT | `/_ml/trained_models/{model_id}` | Create a trained model |
| DELETE | `/_ml/trained_models/{model_id}` | Delete an unreferenced trained model |
| PUT | `/_ml/trained_models/{model_id}/model_aliases/{model_alias}` | Create or update a trained model alias |
| DELETE | `/_ml/trained_models/{model_id}/model_aliases/{model_alias}` | Delete a trained model alias |
| GET | `/_ml/trained_models` | Get trained model configuration info |
| GET | `/_ml/trained_models/{model_id}/_stats` | Get trained models usage info |
| GET | `/_ml/trained_models/_stats` | Get trained models usage info |
| POST | `/_ml/trained_models/{model_id}/_infer` | Evaluate a trained model |
| PUT | `/_ml/trained_models/{model_id}/definition/{part}` | Create part of a trained model definition |
| PUT | `/_ml/trained_models/{model_id}/vocabulary` | Create a trained model vocabulary |
| POST | `/_ml/trained_models/{model_id}/deployment/_start` | Start a trained model deployment |
| POST | `/_ml/trained_models/{model_id}/deployment/_stop` | Stop a trained model deployment |
| POST | `/_ml/trained_models/{model_id}/deployment/_update` | Update a trained model deployment |

## Machine-readable artifacts (8)

- **OpenAPI** — https://raw.githubusercontent.com/api-evangelist/elk-stack/refs/heads/main/openapi/elk-stack-ml-trained-model-api-openapi.yml
- **Documentation** — https://www.elastic.co/docs/reference/elasticsearch
- **APIReference** — https://www.elastic.co/docs/api/doc/elasticsearch/
- **SourceCode** — https://github.com/elastic/elasticsearch-specification
- **Documentation** — https://www.elastic.co/docs/reference/kibana
- **APIReference** — https://www.elastic.co/docs/api/doc/kibana/
- **SourceCode** — https://github.com/elastic/kibana
- **ToolCrosswalk** — https://raw.githubusercontent.com/api-evangelist/elk-stack/refs/heads/main/mcp/elk-stack-tool-crosswalk.yml

## Other Elastic Stack (ELK Stack) APIs (12)

- [Elastic Cloud API](https://apis.io/apis/elk-stack/elastic-cloud-api/)
- [Elastic Stack (ELK Stack) Accounts API](https://apis.io/apis/elk-stack/elk-stack-accounts-api/)
- [Elastic Stack (ELK Stack) Actions API](https://apis.io/apis/elk-stack/elk-stack-actions-api/)
- [Elastic Stack (ELK Stack) agent builder API](https://apis.io/apis/elk-stack/elk-stack-agent-builder-api/)
- [Elastic Stack (ELK Stack) Alerting API](https://apis.io/apis/elk-stack/elk-stack-alerting-api/)
- [Elastic Stack (ELK Stack) Alerting V2 API](https://apis.io/apis/elk-stack/elk-stack-alerting-v2-api/)
- [Elastic Stack (ELK Stack) Analytics API](https://apis.io/apis/elk-stack/elk-stack-analytics-api/)
- [Elastic Stack (ELK Stack) APM agent configuration API](https://apis.io/apis/elk-stack/elk-stack-apm-agent-configuration-api/)
- [Elastic Stack (ELK Stack) APM agent keys API](https://apis.io/apis/elk-stack/elk-stack-apm-agent-keys-api/)
- [Elastic Stack (ELK Stack) APM annotations API](https://apis.io/apis/elk-stack/elk-stack-apm-annotations-api/)
- [Elastic Stack (ELK Stack) APM server schema API](https://apis.io/apis/elk-stack/elk-stack-apm-server-schema-api/)
- [Elastic Stack (ELK Stack) APM sourcemaps API](https://apis.io/apis/elk-stack/elk-stack-apm-sourcemaps-api/)

## Tags

ml trained model

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/apis/elk-stack/elk-stack-ml-trained-model-api/). The API's provider profile, Kin Score and agent-readiness rating are at https://apis.io/providers/elk-stack/.