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ease
features
design
support

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Description

Surfer H, developed by H Company, is an innovative autonomous web-agent platform designed to seamlessly interpret and interact with user interfaces in a human-like manner by utilizing three distinct modular models: a policy model for task planning, a localizer model for visual identification of UI elements, and a validator model for outcome verification. This agent operates exclusively through the browser interface without relying on any specialized API connections, allowing it to perform actions such as scrolling, clicking, typing, and executing various real-world online tasks including hotel bookings, product comparison, and structured data extraction. When integrated with H Company’s open-weight vision-language models, Surfer H has demonstrated exceptional capabilities, achieving a remarkable 92.2% accuracy on the WebVoyager benchmark at a cost of approximately $0.13 per task, and can be deployed locally, through Docker, or on cloud platforms. Its versatile use cases encompass web automation, quality assurance testing that avoids fragile scripts, data collection, and the development of intelligent workflow agents that mimic human interactions with the web, thereby enhancing efficiency in digital tasks. Furthermore, the ability to adapt to a wide range of applications makes Surfer H an invaluable tool for businesses seeking to optimize their online operations.

Description

The Voyage 4 model family from Voyage AI represents an advanced era of text embedding models, crafted to yield superior semantic vectors through an innovative shared embedding space that allows various models in the lineup to create compatible embeddings, thereby enabling developers to seamlessly combine models for both document and query embedding, ultimately enhancing accuracy while managing latency and cost considerations. This family features voyage-4-large, the flagship model that employs a mixture-of-experts architecture, achieving cutting-edge retrieval accuracy with approximately 40% reduced serving costs compared to similar dense models; voyage-4, which strikes a balance between quality and efficiency; voyage-4-lite, which delivers high-quality embeddings with fewer parameters and reduced compute expenses; and the open-weight voyage-4-nano, which is particularly suited for local development and prototyping, available under an Apache 2.0 license. The interoperability of these four models, all functioning within the same shared embedding space, facilitates the use of interchangeable embeddings, paving the way for innovative asymmetric retrieval strategies that can significantly enhance performance across various applications. By leveraging this cohesive design, developers gain access to a versatile toolkit that can be tailored to meet diverse project needs, making the Voyage 4 family a compelling choice in the evolving landscape of AI-driven solutions.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Hugging Face
Amazon
Cohere Embed
Docker
Gemini
Holo2
MongoDB Atlas
NVIDIA NIM
OpenAI
Qwen2.5
Voyage AI

Integrations

Hugging Face
Amazon
Cohere Embed
Docker
Gemini
Holo2
MongoDB Atlas
NVIDIA NIM
OpenAI
Qwen2.5
Voyage AI

Pricing Details

$0.13 per task
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

H Company

Founded

2023

Country

France

Website

www.hcompany.ai/surfer-h

Vendor Details

Company Name

Voyage AI

Founded

2023

Country

United States

Website

blog.voyageai.com/2026/01/15/voyage-4/

Product Features

Product Features

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