NLP API quick reference
Elastic Cloud Serverless projects are autoscaled environments, fully managed by Elastic and available on Elastic Cloud. Availability This functionality is generally available and ready for production usage. Serverless interfaces and procedures might differ from classic Elastic Stack deployments. The Elastic Stack includes Elastic's core products such as Elasticsearch, Kibana, Logstash, and Beats. Availability This functionality is generally available and ready for production usage. Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments. This documentation corresponds to the latest patch available for each minor version. If you're not using the latest patch, check the release notes for changes.
Serverless
Generally available
Stack
Generally available
All the trained models endpoints have the following base:
/_ml/trained_models/
- Create trained model aliases
- Create trained model definition part
- Create trained models
- Delete trained models
- Get trained models
- Get trained models statistics
- Infer trained model
- Start trained model deployment
- Stop trained model deployment
- Update trained model aliases
You can also integrate NLP models from different providers such as Cohere, HuggingFace, or OpenAI and use them as a service through the inference API.
The inference APIs have the following base:
/_inference/