Prerequisites
- Python 3.10 or higher
- PraisonAI Agents package installed
- Basic understanding of Python programming
Python Tools
Use Python Tools to execute and manage Python code with AI agents.1
Install Dependencies
First, install the required package:
2
Import Components
Import the necessary components:
3
Create Agent
Create a Python execution agent:
4
Define Task
Define the Python execution task:
5
Run Agent
Initialize and run the agent:
Available Functions
Function Details
execute_code(code: str, globals_dict: Optional[Dict[str, Any]] = None, locals_dict: Optional[Dict[str, Any]] = None, timeout: int = 30, max_output_size: int = 10000)
Safely executes Python code:- Isolated execution environment
- Output capture
- Error handling
- Timeout protection
- Output size limits
analyze_code(code: str)
Analyzes Python code structure:- Import statements
- Function definitions
- Class definitions
- Variable usage
- Code complexity
format_code(code: str, style: str = ‘black’, line_length: int = 88)
Formats Python code:- Multiple style options
- Line length control
- PEP 8 compliance
- Consistent formatting
lint_code(code: str)
Lints Python code for issues:- Code quality checks
- Style violations
- Potential bugs
- Best practices
disassemble_code(code: str)
Disassembles Python code to bytecode:- Bytecode inspection
- Performance analysis
- Code optimization
- Debugging support
Example Agent Configuration
Dependencies
The Python tools require the following packages:- black: For code formatting (black style)
- autopep8: For code formatting (PEP 8 style)
- pylint: For code linting
Error Handling
All functions include comprehensive error handling:- Code execution errors
- Syntax errors
- Import errors
- Timeout errors
- Memory errors
- Success cases return expected data type
- Error cases return None or error details
- All errors are logged for debugging
Common Use Cases
- Code Testing:
- Code Quality:
- Code Analysis:
Understanding Python Tools
What are Python Tools?
Python Tools provide code execution capabilities for AI agents:
- Code execution
- Module management
- Error handling
- Output capture
- Environment control
Examples
Basic Python Execution Agent
Advanced Python Operations with Multiple Agents
Best Practices
Agent Configuration
Agent Configuration
Configure agents with clear Python focus:
Task Definition
Task Definition
Define specific Python operations: