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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 FileVoyager?

FileVoyager is a complimentary Orthodox file manager tailored for Microsoft Windows, boasting a dual-pane interface that streamlines the process of transferring files and folders across various locations. This two-panel design significantly improves user productivity during file operations, facilitating efficient data management. The program is packed with a comprehensive set of tools and features, enabling users to effortlessly explore disks, folders (whether physical or virtual), shared drives, archives, and FTP/FTPS connections. Users can select from multiple viewing options, such as report or thumbnail views, to align with their individual preferences. Essential file management tasks like renaming, copying, moving, linking, deleting, and recycling can be executed across diverse storage systems. In addition, FileVoyager is capable of packing and unpacking a wide range of file formats, including ZIP, 7Zip, GZip, BZip2, XZ, Tar, and WIM, thanks to its integration with 7-zip. It also allows for the extraction of other formats like ARJ, CAB, XAR, Z, RAR, LZH, LZMA, ISO, and beyond. Users are also able to enjoy playback of an extensive variety of audio and video formats through the application, utilizing installed codecs along with integration with Windows Media Player and VLC. Moreover, the software provides features for comparing files and folders, as well as tools for synchronizing directory contents, thus significantly elevating the overall efficiency of file management tasks. With its user-friendly interface and robust capabilities, FileVoyager stands out as an excellent tool for anyone looking to enhance their file handling experience.

Media

Media

Integrations Supported

7-Zip
Elasticsearch
Gzip
Milvus
Qdrant
Sumatra PDF
Vespa
VirusTotal
Weaviate
WinRAR

Integrations Supported

7-Zip
Elasticsearch
Gzip
Milvus
Qdrant
Sumatra PDF
Vespa
VirusTotal
Weaviate
WinRAR

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
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

FileVoyager

Company Location

Netherlands

Company Website

www.filevoyager.com

Categories and Features

Categories and Features

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