Instrukt

Instrukt

Terminal-based AI environment for building and instructing agents
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Instrukt is a terminal-based AI integrated environment for building, testing, and instructing modular AI agents. It offers document indexing, custom tools, and secure containerization, all accessible through a powerful keyboard-driven interface.

Details

Instrukt: Your Terminal AI Commander

Instrukt is a cutting-edge terminal-based AI integrated environment designed to revolutionize AI development. With Instrukt, users can effortlessly create, instruct, and manage modular AI agents directly from their command line, offering unparalleled flexibility, security, and efficiency.

Key Features

  • Advanced Terminal Interface:
    • Fully keyboard-driven for optimal efficiency.
    • Rich, colorful outputs supporting markdown and source code.
    • Compatible with bare metal or CUDA-enabled Docker containers.
    • Remote access via SSH and terminal multiplexers.
  • Custom AI Agents:
    • Design and deploy personalized agents as Python packages.
    • Share and utilize agents from 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 for retrieval.
  • Extensible Toolset:
    • Utilize pre-defined tools or create your own.
    • Attach and detach tools to agents on-the-fly.
    • Customize AI workflows to meet specific requirements.
  • Prompt Console:
    • Integrated REPL-Prompt for swift agent interactions.
    • Automate tasks with custom commands.
    • Built-in prompt/chat history for reference.
    • Option to use preferred text editor (e.g., vim, emacs) 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 within secure Docker containers.
    • Optional gVisor runtime for complete agent isolation.
    • Enhanced privacy and safety for all AI operations.
  • Developer Console:
    • Debug and introspect agents using built-in IPython console.
    • Streamline development and testing processes.

Document Indexing and Retrieval

Instrukt's exceptional indexing capabilities distinguish it from the rest. Users can create indexes using OpenAI or local embedding models, efficient management with Chroma, user-friendly Index Management UI, automatic language detection for optimized indexing, attaching indexes to agents for retrieval, and enabling advanced question-answering functions.

Why Choose Instrukt?

  • Efficiency: Streamline AI development workflows with a keyboard-driven interface.
  • Flexibility: Easily create, customize, and share AI agents and tools.
  • Security: Run agents securely within containers for enhanced privacy and safety.
  • Integration: Expand AI capabilities through LangChain integration.
  • Accessibility: Work with AI from anywhere using remote access features.

Getting Started

While Instrukt is continuously evolving, its potential to reshape AI development is evident. Whether you're an experienced AI researcher or a curious developer, Instrukt equips you with the tools and environment to push the boundaries of AI possibilities. Discover the demos, explore the documentation, and join the community of innovators utilizing Instrukt to mold the future of AI. Your terminal is not merely a command line – it is your gateway to AI's forefront.

Disclaimer: Expect occasional bugs and API changes as Instrukt is actively developing. Stay updated for the latest features!

Tags

gvisor-runtime
ssh
coding
langchain-agent
custom-ai-agents
docker
question-answering
document-indexing
development-2
langchain-integration
python