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crewAI/docs/tools/file-read-tool.mdx
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Co-Authored-By: Joe Moura <joao@crewai.com>
2024-12-29 16:03:22 +00:00

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---
title: FileReadTool
description: A tool for reading file contents with flexible path specification
icon: file-text
---
## FileReadTool
The FileReadTool provides functionality to read file contents with support for both fixed and dynamic file path specification. It includes comprehensive error handling for common file operations and maintains clear descriptions of its configured state.
## Installation
```bash
pip install 'crewai[tools]'
```
## Usage Example
```python
from crewai import Agent
from crewai_tools import FileReadTool
# Method 1: Initialize with specific file
reader = FileReadTool(file_path="/path/to/data.txt")
# Method 2: Initialize without file (specify at runtime)
flexible_reader = FileReadTool()
# Create an agent with the tool
file_processor = Agent(
role='File Processor',
goal='Read and process file contents',
backstory='Expert at handling file operations and content processing.',
tools=[reader],
verbose=True
)
```
## Input Schema
```python
class FileReadToolSchema(BaseModel):
file_path: str = Field(
description="Mandatory file full path to read the file"
)
```
## Function Signature
```python
def __init__(
self,
file_path: Optional[str] = None,
**kwargs: Any
) -> None:
"""
Initialize the file read tool.
Args:
file_path (Optional[str]): Path to file to read (optional)
**kwargs: Additional arguments passed to BaseTool
"""
def _run(
self,
**kwargs: Any
) -> str:
"""
Read and return file contents.
Args:
file_path (str, optional): Override default file path
**kwargs: Additional arguments
Returns:
str: File contents or error message
"""
```
## Best Practices
1. File Path Management:
- Use absolute paths for reliability
- Verify file existence before operations
- Handle path resolution properly
2. Error Handling:
- Check for file existence
- Handle permission issues
- Manage encoding errors
- Process file access failures
3. Performance Considerations:
- Close files after reading
- Handle large files appropriately
- Consider memory constraints
4. Security Practices:
- Validate file paths
- Check file permissions
- Avoid path traversal issues
## Integration Example
```python
from crewai import Agent, Task, Crew
from crewai_tools import FileReadTool
# Initialize tool with specific file
reader = FileReadTool(file_path="/path/to/config.txt")
# Create agent
processor = Agent(
role='File Processor',
goal='Process configuration files',
backstory='Expert at reading and analyzing configuration files.',
tools=[reader]
)
# Define task
read_task = Task(
description="""Read and analyze the contents of
the configuration file.""",
agent=processor
)
# The tool will use the default file path
# Create crew
crew = Crew(
agents=[processor],
tasks=[read_task]
)
# Execute
result = crew.kickoff()
```
## Advanced Usage
### Dynamic File Selection
```python
# Initialize without file path
flexible_reader = FileReadTool()
# Read different files
config_content = flexible_reader.run(
file_path="/path/to/config.txt"
)
log_content = flexible_reader.run(
file_path="/path/to/logs.txt"
)
```
### Multiple File Processing
```python
# Create tools for different files
config_reader = FileReadTool(file_path="/path/to/config.txt")
log_reader = FileReadTool(file_path="/path/to/logs.txt")
# Create agent with multiple tools
processor = Agent(
role='File Analyst',
goal='Analyze multiple file types',
tools=[config_reader, log_reader]
)
```
### Error Handling Example
```python
try:
reader = FileReadTool()
content = reader.run(
file_path="/path/to/file.txt"
)
print(content)
except Exception as e:
print(f"Error reading file: {str(e)}")
```
## Notes
- Inherits from BaseTool
- Supports fixed or dynamic file paths
- Comprehensive error handling
- Thread-safe operations
- Clear error messages
- Flexible path specification
- Maintains tool description
- Handles common file errors
- Supports various file types
- Memory-efficient operations