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Description
Karaf serves as a modulith runtime designed for enterprise environments, capable of operating both on-premises and in the cloud. By allowing you to concentrate on your business logic and applications, Apache Karaf handles the surrounding infrastructure. This robust runtime supports an extensive array of frameworks and technologies, making it a versatile choice. With enterprise-grade functionalities such as a shell console, remote access, hot deployment, and dynamic configuration, Karaf facilitates smooth operations. Additional features offered by Karaf projects include clustering, comprehensive monitoring and alerting, as well as an application repository. You can deploy your applications seamlessly across various platforms, from any Java-enabled machine to cloud services or Docker images. As a lightweight and powerful solution, Karaf is well-equipped for enterprise needs, delivering essential ecosystem and bootstrapping options for your applications. Whether you're developing REST APIs, web applications, or leveraging Spring Boot, this modulith runtime supports a diverse range of application types, ensuring flexibility and efficiency in deployment. Its adaptability makes it an ideal choice for businesses looking to streamline their application management processes.
Description
Together AI offers a cloud platform purpose-built for developers creating AI-native applications, providing optimized GPU infrastructure for training, fine-tuning, and inference at unprecedented scale. Its environment is engineered to remain stable even as customers push workloads to trillions of tokens, ensuring seamless reliability in production. By continuously improving inference runtime performance and GPU utilization, Together AI delivers a cost-effective foundation for companies building frontier-level AI systems. The platform features a rich model library including open-source, specialized, and multimodal models for chat, image generation, video creation, and coding tasks. Developers can replace closed APIs effortlessly through OpenAI-compatible endpoints. Innovations such as ATLAS, FlashAttention, Flash Decoding, and Mixture of Agents highlight Together AI’s strong research contributions. Instant GPU clusters allow teams to scale from prototypes to distributed workloads in minutes. AI-native companies rely on Together AI to break performance barriers and accelerate time to market.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
Assembly
No
DeepSWE
No
GLM-5.2
No
GLM-5.3
No
Kimi K2.5
No
Kimi K2.6
No
Kimi K3
No
LLM Gateway
No
LLMetrics
No
LangDB
No
Integrations
Assembly
Yes
DeepSWE
Yes
GLM-5.2
Yes
GLM-5.3
Yes
Kimi K2.5
Yes
Kimi K2.6
Yes
Kimi K3
Yes
LLM Gateway
Yes
LLMetrics
Yes
LangDB
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
$0.0001 per 1k tokens
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Apache Software Foundation
Founded
1999
Country
United States
Website
karaf.apache.org
Vendor Details
Company Name
Together AI
Founded
2022
Country
United States
Website
www.together.ai/
Product Features
Application Development
Access Controls/Permissions
No
Code Assistance
No
Code Refactoring
No
Collaboration Tools
No
Compatibility Testing
No
Data Modeling
No
Debugging
No
Deployment Management
No
Graphical User Interface
No
Mobile Development
No
No-Code
No
Reporting/Analytics
No
Software Development
No
Source Control
No
Testing Management
No
Version Control
No
Web App Development
No
Product Features
Artificial Intelligence
Chatbot
No
For Healthcare
No
For Sales
No
For eCommerce
No
Image Recognition
No
Machine Learning
No
Multi-Language
No
Natural Language Processing
No
Predictive Analytics
No
Process/Workflow Automation
No
Rules-Based Automation
No
Virtual Personal Assistant (VPA)
No
