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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 Cohere?

Cohere is a powerful enterprise AI platform that enables developers and organizations to build sophisticated applications using language technologies. By prioritizing large language models (LLMs), Cohere delivers cutting-edge solutions for a variety of tasks, including text generation, summarization, and advanced semantic search functions. The platform includes the highly efficient Command family, designed to excel in language-related tasks, as well as Aya Expanse, which provides multilingual support for 23 different languages. With a strong emphasis on security and flexibility, Cohere allows for deployment across major cloud providers, private cloud systems, or on-premises setups to meet diverse enterprise needs. The company collaborates with significant industry leaders such as Oracle and Salesforce, aiming to integrate generative AI into business applications, thereby improving automation and enhancing customer interactions. Additionally, Cohere For AI, the company’s dedicated research lab, focuses on advancing machine learning through open-source projects and nurturing a collaborative global research environment. This ongoing commitment to innovation not only enhances their technological capabilities but also plays a vital role in shaping the future of the AI landscape, ultimately benefiting various sectors and industries.

Media

Media

Integrations Supported

Cohere

Integrations Supported

AgentOps
Agenta
Airtool
Clojure
CodeGPT
Ejentum
Gmail
Go
Google Cloud TPU
Instructor
Julia
LiteLLM
Nekton.ai
Peasy
Prefactor
Rust
Vello AI
Vertesia
elvex

API Availability

API Availability

Has API

Pricing Information

Pricing not provided
Free Trial Offered?

Pricing Information

Free
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
On-Site Training

Training Options

Documentation Hub

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

Cohere AI

Date Founded

2019

Company Location

Canada

Company Website

cohere.com

Categories and Features

Embedding Models

Not specified

Categories and Features

Agentic AI

Not specified

AI Agent Builders

Not specified

AI Agents

Not specified

AI Assistants

Not specified

AI Copilots

Not specified

AI Fine-Tuning

Not specified

AI Knowledge Base

Not specified

AI Models

Not specified

AI Productivity

Not specified

AI SDKs

Not specified

AI Summarizers

Not specified

AI Tools

Not specified

eCommerce Search

Not specified

Embedding Models

Not specified

Enterprise Search

Not specified

Foundation Models

Not specified

Generative AI

Not specified

Large Language Models

Not specified

LLM API

Not specified

Multimodal Models

Not specified

Neural Search

Not specified

Semantic Search

Not specified

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