AI-powered search workflow with SearXNG and DuckDuckGo integration.
- 🔍 Hybrid Search: SearXNG primary with DuckDuckGo fallback
- 🤖 AI Evaluation: LangChain-powered result ranking
- 🐳 Docker Integration: Complete SearXNG setup included
- ⚡ High Performance: Redis caching and optimized configuration
- 🛡️ Self-Hosted: No external API dependencies
# Install with UV
uv add search-workflow
# Or with pip
pip install search-workflow
import asyncio
from search_workflow import run_workflow
async def main():
results = await run_workflow("AI developments")
for result in results:
print(f"• {result['title']}")
print(f" {result['link']}")
asyncio.run(main())# Start SearXNG
cd docker
./scripts/start.sh
# Test the API
./scripts/test.sh
# Stop when done
./scripts/stop.shThe package uses intelligent defaults but can be customized:
config = {
"configurable": {
"max_search_results_tool": 10,
"max_search_results_evaluator": 5,
"searxng_url": "http://localhost:9090"
}
}
results = await run_workflow("query", config=config)# Clone and setup
git clone https://github.com/phj6688/search_workflow.git
cd search-workflow
uv sync
# Run tests
uv run pytest
# Format code
uv run black src/
uv run ruff check src/MIT License
Copyright (c) 2025 Buzzify AI
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SOFTWARE.