Documentation
Overview
zack is a user-friendly agent creation platform that enables you to build, customize, and interact with AI agents. The platform integrates multiple frameworks and fine-tuning pipelines to create powerful, specialized AI agents.
Core Components
1. Frameworks
Choose from three powerful frameworks to build your agent:
- Pippin - Advanced language model framework for general-purpose agent creation
- arc - Specialized toolkit focused on creating task-specific agents
- AGiXT - Extensible framework supporting complex agent behaviors and interactions
2. Prompt Engineering
Create specialized agents by defining their purpose and behavior through prompts. Your prompt should clearly specify:
- Agent's primary function and specialization
- Expected behavior and interaction style
- Specific domain knowledge or expertise
- Response format and constraints
3. Fine-Tuning Pipeline
Process your prompts through advanced fine-tuning pipelines:
- Griffain - Specialized model optimization for enhanced performance
- OpenAI - Advanced language model fine-tuning capabilities
- Moby - Custom model adaptation for specific use cases
Creating an Agent
Follow these steps to create and customize your AI agent:
- Select a framework that matches your use case
- Define your agent's purpose and behavior through prompts
- Choose appropriate fine-tuning pipeline
- Test and refine agent responses
- Deploy and monitor performance
Best Practices
- Be specific and detailed in your prompt definitions
- Choose frameworks based on your agent's primary function
- Use appropriate fine-tuning pipelines for your use case
- Test agent responses to ensure desired behavior
- Iterate and refine prompts based on interaction results
Safety and Performance
The platform implements robust safety protocols and performance optimizations:
- Input validation and sanitization
- Response filtering and moderation
- Performance monitoring and optimization
- Secure data handling and processing
Future Roadmap
We're continuously working to enhance zack with new features and capabilities. Here's what's coming next:
Integration of new cutting-edge AI frameworks
Expanded agent capabilities through integration with additional frameworks
Advanced customization options
Fine-tuning agent behavior and responses with more granular controls
Image generation capabilities
Allowing agents to create and manipulate visual content
Video generation support
Creating dynamic visual content through advanced video generation