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crewAI/docs/tools/serply-web-search-tool.mdx
Devin AI 09fd6058b0 Add comprehensive documentation for all tools
- Added documentation for file operation tools
- Added documentation for search tools
- Added documentation for web scraping tools
- Added documentation for specialized tools (RAG, code interpreter)
- Added documentation for API-based tools (SerpApi, Serply)

Link to Devin run: https://app.devin.ai/sessions/d2f72a2dfb214659aeb3e9f67ed961f7

Co-Authored-By: Joe Moura <joao@crewai.com>
2024-12-29 16:03:22 +00:00

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---
title: SerplyWebSearchTool
description: A Google search tool powered by Serply API with configurable search parameters
icon: search
---
## SerplyWebSearchTool
The SerplyWebSearchTool provides Google search capabilities using the Serply API. It allows for customizable search parameters including language, result limits, device type, and proxy location for region-specific results.
## Installation
```bash
pip install 'crewai[tools]'
```
## Usage Example
```python
from crewai import Agent
from crewai_tools import SerplyWebSearchTool
# Set environment variable
# export SERPLY_API_KEY='your-api-key'
# Basic initialization
search_tool = SerplyWebSearchTool()
# Advanced initialization with custom parameters
search_tool = SerplyWebSearchTool(
hl="fr", # French language results
limit=20, # Return 20 results
device_type="mobile", # Mobile search results
proxy_location="FR" # Search from France
)
# Create an agent with the tool
researcher = Agent(
role='Web Researcher',
goal='Find relevant information online',
backstory='Expert at web research and information gathering.',
tools=[search_tool],
verbose=True
)
```
## Input Schema
```python
class SerplyWebSearchToolSchema(BaseModel):
search_query: str = Field(
description="Mandatory search query for Google search"
)
```
## Function Signature
```python
def __init__(
self,
hl: str = "us",
limit: int = 10,
device_type: str = "desktop",
proxy_location: str = "US",
**kwargs
):
"""
Initialize the Google search tool.
Args:
hl (str): Host language code for results (default: "us")
Reference: https://developers.google.com/custom-search/docs/xml_results?hl=en#wsInterfaceLanguages
limit (int): Maximum number of results [10-100] (default: 10)
device_type (str): "desktop" or "mobile" results (default: "desktop")
proxy_location (str): Region for local results (default: "US")
Options: US, CA, IE, GB, FR, DE, SE, IN, JP, KR, SG, AU, BR
**kwargs: Additional arguments for tool creation
"""
def _run(
self,
**kwargs: Any
) -> str:
"""
Perform Google search using Serply API.
Args:
search_query (str): Search query
Returns:
str: Formatted string containing search results:
- Title
- Link
- Description
"""
```
## Best Practices
1. Set up API authentication:
```bash
export SERPLY_API_KEY='your-serply-api-key'
```
2. Configure search parameters appropriately:
- Use relevant language codes
- Set reasonable result limits
- Choose appropriate device type
- Select relevant proxy location
3. Handle potential API errors
4. Process structured results effectively
5. Consider rate limits and quotas
## Integration Example
```python
from crewai import Agent, Task, Crew
from crewai_tools import SerplyWebSearchTool
# Initialize tool with custom configuration
search_tool = SerplyWebSearchTool(
hl="en", # English results
limit=15, # 15 results
device_type="desktop",
proxy_location="US"
)
# Create agent
researcher = Agent(
role='Web Researcher',
goal='Research emerging technology trends',
backstory='Expert at finding and analyzing tech trends.',
tools=[search_tool]
)
# Define task
research_task = Task(
description="""Research the latest developments in artificial
intelligence and machine learning, focusing on practical
applications in business.""",
agent=researcher
)
# The tool will use:
# {
# "search_query": "latest AI ML developments business applications"
# }
# Create crew
crew = Crew(
agents=[researcher],
tasks=[research_task]
)
# Execute
result = crew.kickoff()
```
## Advanced Usage
### Language and Region Configuration
```python
# French search from France
fr_search = SerplyWebSearchTool(
hl="fr",
proxy_location="FR"
)
# Japanese search from Japan
jp_search = SerplyWebSearchTool(
hl="ja",
proxy_location="JP"
)
```
### Device-Specific Results
```python
# Mobile results
mobile_search = SerplyWebSearchTool(
device_type="mobile",
limit=20
)
# Desktop results
desktop_search = SerplyWebSearchTool(
device_type="desktop",
limit=20
)
```
### Error Handling
```python
try:
results = search_tool._run(
search_query="artificial intelligence trends"
)
print(results)
except Exception as e:
print(f"Search error: {str(e)}")
```
## Notes
- Requires valid Serply API key
- Supports multiple languages and regions
- Configurable result limits (10-100)
- Device-specific search results
- Thread-safe operations
- Efficient search capabilities
- Handles API rate limiting automatically
- Returns structured search results