What is Kragent and how does it work?
Kragent is an affordable, all-in-one AI research assistant that combines multiple powerful capabilities:
- Code Execution: Run Python scripts, data analysis, and visualizations in a secure sandbox environment
- Web Browsing: Real-time access to the internet for research and data collection
- Multimodal Support: Process text, images, audio, video, and documents seamlessly
- Research Tools: Automated literature search, citation management, and report generation
Simply type your questions or upload files, and Kragent will assist you with research, analysis, and problem-solving.
How can I unlock Kragent's full potential?
To get the best performance from Kragent, you should configure it with your own API keys:
- Recommended Models: Claude 3.5 Sonnet or Claude 3.7 Sonnet for optimal agent performance
- Supported Providers: Anthropic, OpenRouter, or APIpie
- Claude 4.0: Also performs well, though it has some minor compatibility issues that are still being addressed
Using high-quality models significantly improves reasoning, code generation, and task completion accuracy. Configure your API keys in the Settings panel to get started.
How do I enable multimodal capabilities for images?
To unlock image processing and visual understanding capabilities:
- Configure Multimodal Models: Use your own API keys to set up vision-capable models
- Supported Models: Claude 3.5 Sonnet, Claude 3.7 Sonnet, or other multimodal models
- Image Tasks: Once configured, agents can see any image in documents, web pages, or you upload, and complete tasks based on this visual information.
The same API key configuration process applies - just ensure you're using a model that supports vision capabilities.
Why doesn't Kragent provide high-quality LLMs as default options?
Kragent is a personal project, and I'm unable to provide free access to premium LLM services before launching paid plans.
This approach allows me to:
- Keep the platform accessible and affordable
- Let users choose their preferred models and providers
- Avoid the high costs of subsidizing premium AI services
I apologize for any inconvenience. The BYOK (Bring Your Own Key) model ensures you get the best performance while keeping costs transparent and under your control.
What if I need specific tools that Kragent doesn't have?
Kragent is designed to be extensible and I'm always looking to add new capabilities based on user needs.
If you need specific tools or integrations:
- Contact Me: Click the Contact button to send me an email with your requirements
- Feature Requests: Describe your use case and the tools you need
Your feedback helps shape Kragent's development roadmap and ensures it meets real-world needs.
What kind of project is Kragent?
Kragent is Steven Lu's personal project with the following vision:
Mission: To break the barrier where more powerful AI agents become harder to install and configure. I want to provide an online, accessible version of a truly capable agent system.
Target Users: Professional users who need seamless integration of investigation, code execution, document generation, and automation capabilities.
Vision: Think of it as building a real-world JARVIS - an AI assistant that can handle complex, multi-step tasks across different domains without the technical complexity of self-hosting.
The goal is to democratize access to powerful AI agent capabilities while maintaining the flexibility and control that professional users require.
How do I get started and configure my API keys?
Getting started with your own API keys is straightforward:
- 1. Get API Keys: Sign up with Anthropic, OpenRouter, or APIpie to get your API keys
- 2. Open Settings: Click the Settings button in the top menu
- 3. Configure Models: Add your API keys and select your preferred models
- 4. Test & Use: Start chatting to test your configuration
For the best experience, I recommend starting with Claude 3.5/3.7 Sonnet through Anthropic's API or OpenRouter for a good balance of capability and cost.
