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What is voyage-3-large?

Voyage AI has launched voyage-3-large, a groundbreaking multilingual embedding model that demonstrates superior performance across eight diverse domains, including law, finance, and programming, boasting an average enhancement of 9.74% compared to OpenAI-v3-large and 20.71% over Cohere-v3-English. The model utilizes cutting-edge Matryoshka learning alongside quantization-aware training, enabling it to deliver embeddings in dimensions of 2048, 1024, 512, and 256, while supporting various quantization formats such as 32-bit floating point, signed and unsigned 8-bit integer, and binary precision, which greatly reduces costs for vector databases without compromising retrieval quality. Its ability to manage a 32K-token context length is particularly noteworthy, as it significantly surpasses OpenAI's 8K limit and Cohere's mere 512 tokens. Extensive tests across 100 datasets from multiple fields underscore its remarkable capabilities, with the model's flexible precision and dimensionality options leading to substantial storage savings while maintaining high-quality output. This significant development establishes voyage-3-large as a strong contender in the embedding model arena, setting new standards for both adaptability and efficiency in data processing. Overall, its innovative features not only enhance performance in various applications but also promise to transform the landscape of multilingual embedding technologies.

What is Voyager?

Voyagerâ„¢, an advanced middleware platform, empowers enterprises to create mobile applications that enhance communication and teamwork by allowing secure, real-time sharing and dissemination of information and content. With its user-friendly and efficient Service Oriented Architecture, Voyagerâ„¢ enables developers to address issues swiftly without the need to master intricate SOA code or configurations. This distinctive feature helps Voyagerâ„¢ distinguish itself from other middleware solutions and SOA offerings. Designed to enhance design flexibility while minimizing complexity, Voyagerâ„¢ accelerates the development of collaborative mobile applications throughout the organization. Furthermore, it optimizes the utilization of all connected device resources and supports machine-to-machine (M2M) communications, making it an essential tool for modern enterprises.

Media

Media

Integrations Supported

Birdeye
Cohere
LangChain
OneSignal
PackageLog
PyTorch
Snowflake
Voyage AI

Integrations Supported

Birdeye
Cohere
LangChain
OneSignal
PackageLog
PyTorch
Snowflake
Voyage AI

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

MongoDB

Date Founded

2007

Company Location

United States

Company Website

blog.voyageai.com/2025/01/07/voyage-3-large/

Company Facts

Organization Name

Recursion Software

Date Founded

2001

Company Location

United States

Company Website

www.recursionsw.com

Categories and Features

Categories and Features

Mobility

App Management
Barcode Scanning
Compliance Management
Content Management
Data Collection
Data Management
File Management
Forms Automation
Mobile Messaging
Remote Access
Remote Systems Monitoring

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