Cohere Parse

Cohere Parse

Cohere AI
GLM-4.1V

GLM-4.1V

Z.ai
+
+

Related Products

  • Gemini Enterprise Agent Platform
    999 Ratings
    Visit Website
  • Paligo
    101 Ratings
    Visit Website
  • CirrusPrint
    2 Ratings
    Visit Website
  • Titan
    376 Ratings
    Visit Website
  • LM-Kit.NET
    29 Ratings
    Visit Website
  • AlisQI
    108 Ratings
    Visit Website
  • LogicalDOC
    148 Ratings
    Visit Website
  • Foxit Document Workflow APIs
    8 Ratings
    Visit Website
  • MobiOffice
    15,149 Ratings
    Visit Website
  • Process Street
    1,119 Ratings
    Visit Website

About

Cohere Parse is a high-throughput vision-language model for processing large volumes of enterprise documents and converting complex, multimodal files into structured, machine-readable data. It goes beyond traditional OCR by understanding tables, forms, diagrams, embedded images, and document structure, returning clean Markdown for downstream processing and applications. Parse is trained for business documents across major industries and domains, including finance, insurance, and scientific work, and supports documents and images across nine major world languages. Spatial awareness preserves important visual relationships by returning bounding boxes for visual elements, helping improve retrieval, grounding, and automation. The model is designed for production-scale workloads, with high throughput and consistent parsing quality as document volumes grow. It can be used for automated document processing, extracting structured information from claims, contracts, and invoices.

About

GLM-4.1V is a vision-language model, providing a powerful, compact multimodal model designed for reasoning and perception across images, text, and documents. The 9-billion-parameter variant (GLM-4.1V-9B-Thinking) is built on the GLM-4-9B foundation and enhanced through a specialized training paradigm using Reinforcement Learning with Curriculum Sampling (RLCS). It supports a 64k-token context window and accepts high-resolution inputs (up to 4K images, any aspect ratio), enabling it to handle complex tasks such as optical character recognition, image captioning, chart and document parsing, video and scene understanding, GUI-agent workflows (e.g., interpreting screenshots, recognizing UI elements), and general vision-language reasoning. In benchmark evaluations at the 10 B-parameter scale, GLM-4.1V-9B-Thinking achieved top performance on 23 of 28 tasks.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Enterprise AI, data, and document-processing teams seeking to turn complex business documents into structured data for automation, search, RAG, and agentic workflows

Audience

Developers and AI researchers seeking a solution offering a vision-language model that balances size and capability, ideal for building multimodal agents, document/image analysis tools, or GUI-based automation workflows

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Cohere AI
Founded: 2019
Canada
cohere.com/blog/parse

Company Information

Z.ai
Founded: 2023
China
chat.z.ai/

Alternatives

Alternatives

GLM-4.6V

GLM-4.6V

Z.ai
Qwen3.5

Qwen3.5

Alibaba
Qwen3.5

Qwen3.5

Alibaba
GLM-4.5V

GLM-4.5V

Z.ai

Categories

Categories

Integrations

AtomCode
Claude Code
Cline
Kilo Code
OpenRouter
Roo Code
Sup AI

Integrations

AtomCode
Claude Code
Cline
Kilo Code
OpenRouter
Roo Code
Sup AI
Claim Cohere Parse and update features and information
Claim Cohere Parse and update features and information
Claim GLM-4.1V and update features and information
Claim GLM-4.1V and update features and information