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What is DeepSeek-V4?

DeepSeek-V4 is a cutting-edge open-source AI model built to deliver exceptional performance in reasoning, coding, and large-scale data processing. It supports an industry-leading one million token context window, allowing it to manage long documents and complex tasks efficiently. The model includes two variants: DeepSeek-V4-Pro, which offers 1.6 trillion parameters with 49 billion active for top-tier performance, and DeepSeek-V4-Flash, which provides a faster and more cost-effective alternative. DeepSeek-V4 introduces structural innovations such as token-wise compression and sparse attention, significantly reducing computational overhead while maintaining accuracy. It is designed with strong agentic capabilities, enabling seamless integration with AI agents and multi-step workflows. The model excels in domains such as mathematics, coding, and scientific reasoning, outperforming many open-source alternatives. It also supports flexible reasoning modes, allowing users to optimize for speed or depth depending on the task. DeepSeek-V4 is compatible with popular APIs, making it easy to integrate into existing systems. Its open-source nature allows developers to customize and scale it according to their needs. The model is already being used in advanced coding agents and automation workflows. It delivers a strong balance of performance, efficiency, and scalability for real-world applications. Overall, DeepSeek-V4 represents a major advancement in accessible, high-performance AI technology.

What is ActiveEdge?

Cougaar Software, Inc. (CSI) has introduced ActiveEdge®, a sophisticated decision support system that employs the Cognitive Agent Architecture (Cougaar), which serves as a distributed and open-source agent framework. This innovative platform leverages Cougaar's powerful features while integrating key enhancements that simplify application development, enhance agent capabilities, and boost overall system efficacy. ActiveEdge® is designed to mimic human reasoning, providing advanced narrow Artificial Intelligence (AI) solutions to address some of the world's most intricate challenges, transforming expansive data sets into actionable insights that enable prompt and well-informed decision-making. In addition, ActiveEdge® excels in execution monitoring and supports collaborative decision-making processes. CSI's primary aim is to establish a state-of-the-art cognitive computing environment that empowers intelligent systems, allowing them to understand their environments and assist users through advanced reasoning and automation techniques. These groundbreaking advancements hold the potential to significantly enhance operational efficiency and improve decision-making across a wide range of sectors. As industries continue to evolve, the implementation of such cognitive solutions will likely become increasingly essential for maintaining competitive advantage.

Media

Media

Integrations Supported

C#
C++
CSS
Dart
DeepSeek
DeepSeek-V4-Flash
Hermes Agent
Java
Kotlin
Lua
Objective-C
OpenClaw
PowerShell
Ruby
Scala
Swift
Together AI
TypeScript
XML
YAML

Integrations Supported

API Availability

Has API

API Availability

Pricing Information

Free
Open source
Free Version

Pricing Information

Pricing not provided

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Not specified

Company Facts

Organization Name

DeepSeek

Date Founded

2023

Company Location

China

Company Website

deepseek.com

Company Facts

Organization Name

Cougaar Software

Date Founded

2001

Company Location

United States

Company Website

www.cougaarsoftware.com

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

Large Language Models

Not specified

Open-Weight AI Models

Not specified

Categories and Features

Integration

Web Services

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