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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 

Screenshots View All

Screenshots View All

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/

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