An extension of fabricatio, which brings up the capability to use tool with native python.
Project description
fabricatio-tool
An extension of fabricatio, which brings up the capability to use tools with native Python.
📦 Installation
This package is part of the fabricatio monorepo and can be installed as an optional dependency using either pip or uv:
pip install fabricatio[tool]
# or
uv pip install fabricatio[tool]
For a full installation that includes this package and all other components of fabricatio:
pip install fabricatio[full]
# or
uv pip install fabricatio[full]
🔍 Overview
Provides native tool execution capabilities for fabricatio agents, enabling seamless integration and usage of Python-based tools within LLM workflows. It supports dynamic tool discovery, code generation for tool usage, and execution of complex tool chains with result collection and management.
🧩 Key Features
- Dynamic Tool Discovery: Automatic gathering and selection of relevant tools based on task requirements
- Code Generation: AI-powered generation of Python code for tool usage and execution
- Tool Chain Execution: Support for executing sequences of tools with data flow between operations
- Result Collection: Structured collection and management of tool execution results
- Fine-Grained Control: Configurable tool selection with box and tool-level filtering options
- Error Handling: Robust error handling and validation for tool execution workflows
🔗 Dependencies
Core dependencies:
fabricatio-core- Core interfaces and utilities
No additional dependencies required.
📄 License
MIT – see LICENSE
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