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Description
Koog is a Kotlin-based framework designed for developing and executing AI agents using idiomatic Kotlin, catering to both simple agents that handle individual inputs and more intricate workflow agents with tailored strategies and configurations. Its architecture is built entirely in Kotlin, ensuring a smooth integration of the Model Control Protocol (MCP) for improved management of models. The framework also utilizes vector embeddings to facilitate semantic search and offers a versatile system for creating and enhancing tools that can interact with external systems and APIs. Components that are ready for immediate use tackle prevalent challenges in AI engineering, while intelligent history compression techniques are employed to optimize token consumption and maintain context. Additionally, a robust streaming API supports real-time response processing and allows for simultaneous tool invocations. Agents benefit from persistent memory, which enables them to retain knowledge across different sessions and among various agents, and detailed tracing facilities enhance the debugging and monitoring process, ensuring developers have the insights needed for effective optimization. This combination of features positions Koog as a comprehensive solution for developers looking to harness the power of AI in their applications.
Description
Seclai serves as a comprehensive cloud solution tailored for developers and teams engaged in creating AI applications utilizing their proprietary content. It features an intuitive visual workflow builder that integrates knowledge bases capable of syncing from various sources such as websites, feeds, files, cloud storage, email, and custom APIs. Users have the ability to design intricate multi-step agents and assistants equipped with retrieval capabilities, memory functions, and triggers that can be event-driven or scheduled, all of which can be deployed through a web interface, REST API, SDKs, or an MCP server. The platform also offers access to a variety of models from different providers, along with functionalities for tracking run traces, monitoring usage and costs, evaluating outputs, scanning for prompt injections, and enforcing policy-based governance. Typical applications include customer support and internal documentation assistants, content monitoring, data extraction, as well as automated tasks scheduled at specific intervals. Additionally, teams have the flexibility to experiment with workflows, manage their model selections, and link agent outputs to external systems via webhooks and compatible MCP servers, making it a versatile choice for diverse AI-driven projects. By streamlining these processes, Seclai significantly enhances the efficiency and effectiveness of AI application development.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
Model Context Protocol (MCP)
Yes
Apache Groovy
Yes
Claude Desktop
No
Cursor
No
Gradle
Yes
Kotlin
Yes
Maven
Yes
Visual Studio Code
No
Integrations
Model Context Protocol (MCP)
Yes
Apache Groovy
No
Claude Desktop
Yes
Cursor
Yes
Gradle
No
Kotlin
No
Maven
No
Visual Studio Code
Yes
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
$15/month
Personal starts at $15 per month and includes 25,000 monthly credits. Starter is $25 per month with 50,000 credits; new customers can try Starter free for 14 days. Plan credits do not roll over. Optional top-ups cost $10 per 100,000 credits, and purchased credits do not expire. Custom enterprise plans offer volume discounts, dedicated support, and custom deployment options.
Free Trial
Yes
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
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
JetBrains
Founded
2000
Country
United States
Website
docs.koog.ai/
Vendor Details
Company Name
Seclai
Founded
2025
Country
United States
Website
seclai.com