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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?

Voyager acts as a powerful administration package for Laravel, delivering vital BREAD (Create, Read, Edit, Add, Delete) functionalities along with a media management system, a menu builder, and numerous other capabilities. By simplifying administrative tasks, Voyager empowers you to focus on what truly matters: crafting your next incredible application! This innovative package can drastically cut down the time spent on backend activities, transforming the app development journey into a more enjoyable experience. Much like a delightful, freshly baked loaf of BREAD, Voyager fits seamlessly into your existing workflow! Its user-friendly admin interface enables you to efficiently manage CRUD or BREAD operations across different database elements, such as posts and pages. Moreover, it features an all-inclusive media manager that allows you to view, edit, and delete files housed within your application, ensuring all your resources are organized and easily reachable, whether you are utilizing local storage or S3. Additionally, with Voyager’s menu builder, creating and overseeing menus for your website becomes incredibly straightforward, enabling effortless modifications to menu items. Overall, Voyager is meticulously crafted to boost your productivity and facilitate a smoother web development experience than ever before, making it an invaluable tool for developers. With its robust features, Voyager truly stands out as an essential asset for anyone looking to enhance their Laravel projects.

Media

Media

Integrations Supported

Cohere
Koinly
LangChain
OneSignal
PyTorch
Snowflake
Voyage AI

Integrations Supported

Cohere
Koinly
LangChain
OneSignal
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

Voyage AI

Date Founded

2023

Company Location

United States

Company Website

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

Company Facts

Organization Name

Voyager

Company Location

United States

Company Website

voyager.devdojo.com

Categories and Features

Categories and Features

Content Management

Audio Content
Customizable Templates
Document Indexing
E-forms
Full Text Search
Image Editor
SEO Management
Text Editor
Version Control
Video Content
Website Management

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