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What is Koog?

Koog is a framework built on Kotlin that aims to facilitate the creation and execution of AI agents, ranging from simple ones that process single inputs to complex workflow agents that employ specific strategies and configurations. With its architecture entirely crafted in Kotlin, it seamlessly integrates the Model Control Protocol (MCP) to enhance model management. The framework also incorporates vector embeddings to enable effective semantic searches and provides a flexible system for developing and refining tools capable of interacting with outside systems and APIs. Ready-made components address common challenges faced in AI engineering, while advanced history compression techniques help minimize token usage and preserve context. Furthermore, a powerful streaming API allows for real-time response handling and multiple tool activations concurrently. Agents are equipped with persistent memory, which permits them to store knowledge across various sessions and among different agents, while comprehensive tracing capabilities improve debugging and monitoring, giving developers valuable insights for optimization. The diverse functionalities of Koog make it an all-encompassing solution for developers eager to leverage AI's potential in their projects, ultimately leading to more innovative and effective applications. Through its unique blend of features, Koog stands out as a vital resource in the ever-evolving landscape of AI development.

What is ChatBetter?

ChatBetter serves as a comprehensive AI chat platform that effortlessly connects users to top-tier large language models through an intuitive interface. It smartly routes inquiries to the most suitable model for each specific task, adjusts to the necessary reasoning complexity, and enables users to juxtapose the leading 2–3 answers for a thorough examination of various viewpoints and to address inconsistencies. Users can easily merge these answers into a unified response. The platform boosts productivity by offering advanced features like chaining multiple models for complex tasks—such as utilizing analytical models for research, structured planning, and creative writing—along with a folder-based organization system, an easily searchable history, context windows to ensure conversational flow, and customizable memory settings. In addition, ChatBetter supports team collaboration with single sign-on capabilities, extensive administrative features, branding options, collaborative tools, role-specific access controls, multi-factor authentication, IP restrictions, and more. By integrating these functionalities, ChatBetter empowers teams to collaborate more efficiently while ensuring security and a tailored experience for each user. This makes it an indispensable tool for organizations looking to enhance their communication and workflow processes.

Media

Media

Integrations Supported

Apache Groovy
Claude
Databricks Data Intelligence Platform
DeepSeek
GPT-4o
Google Cloud Platform
Google Drive
Kotlin
Maven
Microsoft 365
Microsoft Azure
Mistral AI
Notion
OneLogin
OpenAI
Perplexity
Ping Identity
PostgreSQL
Slack
Snowflake

Integrations Supported

Apache Groovy
Claude
Databricks Data Intelligence Platform
DeepSeek
GPT-4o
Google Cloud Platform
Google Drive
Kotlin
Maven
Microsoft 365
Microsoft Azure
Mistral AI
Notion
OneLogin
OpenAI
Perplexity
Ping Identity
PostgreSQL
Slack
Snowflake

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$20 per month
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

JetBrains

Date Founded

2000

Company Location

United States

Company Website

docs.koog.ai/

Company Facts

Organization Name

ChatBetter

Company Location

United States

Company Website

www.chatbetter.com

Categories and Features

Categories and Features

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