fabricatio-core 0.1.5.dev5

A foundational Python library providing core components for building LLM-driven applications using an event-based agent structure.

fabricatio-core

A foundational Python library providing core components for building LLM-driven applications using an event-based agent structure.

📦 Installation

This package is part of the fabricatio monorepo and is available as a single package:

pip install fabricatio

🔍 Overview

Provides essential tools for:

• Event-based architecture patterns
• Role-based agent execution framework
• Task scheduling and management
• File system operations and content detection
• Logging and diagnostics
• Template rendering and configuration handling
• Type-safe data models for common entities
• Asynchronous execution utilities

Built on a hybrid Rust/Python foundation for performance-critical operations.

🧩 Key Features

• Event System: Reactive architecture with event emitters and listeners
• Role Framework: Agent roles with workflow dispatching capabilities
• Task Engine: Status-aware task management with dependencies
• Toolbox System: Callable tool registry with rich metadata
• Type Models: Pydantic-based models for consistent data structures
• File Utilities: Smart file operations with content type detection
• Template Engine: Handlebars-based template rendering system
• Language Tools: Language detection and text processing utilities

📁 Structure

fabricatio-core/
├── capabilities/     - Core capability definitions
├── decorators.py     - Common function decorators
├── emitter.py        - Event emission and handling
├── fs/               - File system operations
├── journal.py        - Logging infrastructure
├── models/           - Core data models
│   ├── action.py     - Action base classes
│   ├── generic.py    - Base traits (Named, Described, etc.)
│   ├── role.py       - Role definitions
│   ├── task.py       - Task abstractions
│   └── tool.py       - Tool interfaces
├── parser.py         - Text parsing utilities
├── rust.pyi          - Rust extension interfaces
├── utils.py          - General utility functions
└── __init__.py       - Package entry point

📄 License

MIT – see LICENSE

GitHub: github.com/Whth/fabricatio