Instrukt: Your Terminal AI Commander

Introduction

Instrukt is a powerful, terminal-based AI integrated environment that puts the future of AI development at your fingertips. This innovative platform allows users to create, instruct, and manage modular AI agents directly from their command line, offering a unique blend of flexibility, security, and efficiency.

Key Features

💻 Advanced Terminal Interface

• Fully keyboard-driven for maximum efficiency
• Rich, colorful outputs with markdown and source code support
• Compatible with bare metal or CUDA-enabled Docker containers
• Remote access via SSH and terminal multiplexers

🤖 Custom AI Agents

• Design and deploy custom agents as simple Python packages
• Share and load agents created by other users
• Instruct agents using natural language

📚 Document Indexing and Question-Answering

• Create and manage document indexes for efficient information retrieval
• Auto-detect programming languages for optimized indexing strategies
• Fuzzy select source documents used for retrieval

🔧 Extensible Toolset

• Use pre-defined tools or create your own
• Attach and detach tools to agents on-the-fly
• Customize your AI workflows to suit specific needs

⚡ Prompt Console

• Integrated REPL-Prompt for quick agent interactions
• Automate tasks with custom commands
• Built-in prompt/chat history
• Use your preferred text editor (vim, emacs, etc.) for message editing

🐦 LangChain Integration

• Leverage the LangChain ecosystem for advanced automation
• Extensible API for integration with other frameworks (Work in Progress)

🛡️ Secure Containerization

• Run agents inside secure Docker containers
• Optional gVisor runtime for full agent isolation
• Enhanced privacy and safety for your AI operations

🔬 Developer Console

• Debug and introspect agents using an in-built IPython console
• Streamline your development and testing process

Document Indexing and Retrieval

Instrukt's powerful indexing capabilities set it apart:

• Create indexes using OpenAI or local embedding models
• Manage indexes efficiently with Chroma
• User-friendly Index Management UI
• Automatic language detection for optimized indexing strategies
• Attach indexes to any agent as a retrieval tool
• Enable sophisticated question-answering capabilities

Why Choose Instrukt?

1. Efficiency: Streamline your AI development workflow with a keyboard-driven interface.
2. Flexibility: Create, customize, and share AI agents and tools with ease.
3. Security: Run agents in secure containers for enhanced privacy and safety.
4. Integration: Leverage the power of LangChain and expand your AI capabilities.
5. Accessibility: Work with AI from anywhere using remote access features.

Getting Started

While Instrukt is still a work in progress, its potential for revolutionizing AI development is clear. Whether you're a seasoned AI researcher or a curious developer, Instrukt provides the tools and environment you need to push the boundaries of what's possible with AI.

Explore the demos, dive into the documentation, and join the community of innovators using Instrukt to shape the future of AI. Your terminal is no longer just a command line – it's your gateway to the cutting edge of artificial intelligence.

Note: As Instrukt is under active development, users should expect occasional bugs and API changes. Stay tuned for updates and new features!