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What is voyage-code-3?

Voyage AI has introduced voyage-code-3, a cutting-edge embedding model meticulously crafted to improve code retrieval performance. This groundbreaking model consistently outperforms OpenAI-v3-large and CodeSage-large by impressive margins of 13.80% and 16.81%, respectively, across a wide array of 32 distinct code retrieval datasets. It supports embeddings in several dimensions, including 2048, 1024, 512, and 256, while offering multiple quantization options such as float (32-bit), int8 (8-bit signed integer), uint8 (8-bit unsigned integer), binary (bit-packed int8), and ubinary (bit-packed uint8). With an extended context length of 32 K tokens, voyage-code-3 surpasses the limitations imposed by OpenAI's 8K and CodeSage Large's 1K context lengths, granting users enhanced flexibility. This model employs an innovative Matryoshka learning technique, allowing it to create embeddings with a layered structure of varying lengths within a single vector. As a result, users can convert documents into a 2048-dimensional vector and later retrieve shorter dimensional representations (such as 256, 512, or 1024 dimensions) without having to re-execute the embedding model, significantly boosting efficiency in code retrieval tasks. Furthermore, voyage-code-3 stands out as a powerful tool for developers aiming to optimize their coding processes and streamline workflows effectively. This advancement promises to reshape the landscape of code retrieval, making it a vital resource for software development.

What is Action Seas Software?

A team of highly experienced programmers, well-versed in the shipping sector, is responsible for the development and upkeep of the software. This module is expertly designed to swiftly and easily calculate and estimate voyages, catering to all types of voyage evaluations. It employs either the FIFO or Average method to determine the expenses related to fuel supply. Furthermore, it produces reports that scrutinize voyages and compare estimated figures with actual calculations. Another crucial feature, the Crew module, emphasizes the flexible management of onboard personnel. It diligently monitors certificates and their validity for vessels, issuing timely alerts before expiration dates. In addition, it maintains the Crew List for each ship, overseeing the status of crew members—showing who has been proposed or rejected and when they are prepared for their next journey. We consistently implement best practices and, when needed, refine existing workflows to ensure that our solutions maintain a competitive advantage while promoting effective cost control. This methodology not only boosts operational efficiency but also fosters a more efficient decision-making framework, ultimately driving improvements across the board. As a result, we create a foundation for ongoing innovation and adaptability in the face of industry changes.

Media

Media

Integrations Supported

Elasticsearch
Milvus
Qdrant
Vespa
Weaviate

Integrations Supported

Elasticsearch
Milvus
Qdrant
Vespa
Weaviate

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/2024/12/04/voyage-code-3/

Company Facts

Organization Name

Action Pc

Date Founded

2006

Company Location

Greece

Company Website

www.actionseas.gr

Categories and Features

Categories and Features

Shipping

Air Shipping
Bills of Lading
Container Shipping
Freight Shipping
Ground Shipping
Import / Export
Ocean Shipping
Parcel Shipping
Quotes / Estimates
Shipment Tracking
Warehouse Management

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