Release Notes

Today we are releasing Cohere Parse.

Parse (model ID: parse-v5.0) turns complex documents into clean, structured Markdown ready for downstream AI workflows. The 2.3B-parameter multimodal model extracts text in reading order, tables, lists, forms, images and captions, page boundaries, and visual element locations.

Outputs include Markdown/HTML content, HTML-formatted tables, bounding boxes, and image descriptions — preserving both document structure and layout for easier rendering and processing.

Key specs: 8K context window · ~4.6GB model size · Markdown output

Availability

Cohere Parse is available through the Parse API, as well as Microsoft Foundry and AWS SageMaker. For single-tenant deployment, Parse is also available in Model Vault.

For more details, see the model documentation.