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Average Ratings 0 Ratings
Description
Cohere Parse is an advanced vision-language model designed to efficiently handle and analyze vast quantities of enterprise documents, transforming intricate multimodal files into structured data that machines can easily interpret. Unlike conventional OCR, it possesses the capability to comprehend tables, forms, diagrams, embedded visuals, and overall document architecture, ultimately producing clean Markdown suitable for various downstream uses. This model is specifically tailored for business documentation spanning key sectors such as finance, insurance, and scientific research, and it accommodates text and images in nine prominent global languages. With its spatial awareness feature, it maintains crucial visual relationships by generating bounding boxes around visual components, which enhances processes like retrieval, grounding, and automation. Built to manage production-level workloads, Cohere Parse ensures high throughput and maintains parsing quality even as document volumes increase. Its applications extend to automated document processing, enabling the extraction of structured information from a wide range of documents, including claims, contracts, invoices, and more. Overall, Cohere Parse stands as a robust solution for organizations seeking to streamline their document management and extraction processes.
Description
GLM-4.1V is an advanced vision-language model that offers a robust and streamlined multimodal capability for reasoning and understanding across various forms of media, including images, text, and documents. The 9-billion-parameter version, known as GLM-4.1V-9B-Thinking, is developed on the foundation of GLM-4-9B and has been improved through a unique training approach that employs Reinforcement Learning with Curriculum Sampling (RLCS). This model accommodates a context window of 64k tokens and can process high-resolution inputs, supporting images up to 4K resolution with any aspect ratio, which allows it to tackle intricate tasks such as optical character recognition, image captioning, chart and document parsing, video analysis, scene comprehension, and GUI-agent workflows, including the interpretation of screenshots and recognition of UI elements. In benchmark tests conducted at the 10 B-parameter scale, GLM-4.1V-9B-Thinking demonstrated exceptional capabilities, achieving the highest performance on 23 out of 28 evaluated tasks. Its advancements signify a substantial leap forward in the integration of visual and textual data, setting a new standard for multimodal models in various applications.
API Access
Has API
No
API Access
Has API
Yes
Integrations
AtomCode
No
Claude Code
No
Cline
No
Kilo Code
No
OpenRouter
No
Roo Code
No
Sup AI
No
oMLX
No
Integrations
AtomCode
Yes
Claude Code
Yes
Cline
Yes
Kilo Code
Yes
OpenRouter
Yes
Roo Code
Yes
Sup AI
Yes
oMLX
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
Yes
Pricing Details
Free
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Cohere AI
Founded
2019
Country
Canada
Website
cohere.com/blog/parse
Vendor Details
Company Name
Z.ai
Founded
2023
Country
China
Website
chat.z.ai/