Enumerate, Search, Parse, and Iterate - A tool for structured data extraction from search results
Project description
espai (Enumerate, Search, Parse, and Iterate)
A powerful tool for structured data extraction from search results using Google Search and Gemini AI.
Features
- Parse natural language queries into structured search parameters
- Automatically discover and enumerate search spaces
- Perform intelligent Google searches
- Extract structured data from search results using Gemini AI
- Store results in efficient Polars DataFrames
- Real-time progress tracking
- Multiple output formats (CSV, JSON, Parquet)
Installation
pip install espai
Usage
Basic usage:
espai "Athletic center names and addresses in all California zip codes"
With options:
espai "Athletic center names and addresses in all California zip codes" \
--max-results=10 \
--output-format=csv
Configuration
Set your API keys as environment variables:
export GOOGLE_API_KEY="your_google_api_key"
export GOOGLE_CSE_ID="your_google_cse_id"
export GEMINI_API_KEY="your_gemini_api_key"
License
MIT License
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