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# LinkUp CrewAI RAG
A powerful retrieval-augmented generation (RAG) system that combines LinkUp's web search capabilities with CrewAI's document processing workflows to provide comprehensive, contextual answers.
## Features
- **Deep Web Search**: Leverage LinkUp's API to perform standard or deep web searches with customizable output formats
- **Document-based RAG**: Query local documents stored in the data directory using CrewAI's RAG workflow
- **Flexible Interface**: Expose functionality through stdio or HTTP endpoints using FastMCP
- **Environment Configuration**: Simple setup using environment variables
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