[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-1)def search(query: str, n_chunks: int = 10) -> list[str]:
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-2)    """
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-3)    Search documents and return relevant text chunks. No metadata or source
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-4)    information provided - you'll get raw text content only.
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-5)
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-6)    Use this when you need quick answers but don't need to trace information
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-7)    back to sources or understand document structure.
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-8)
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-9)    Args:
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-10)        query: What you're looking for in natural language
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-11)        n_chunks: How many text chunks to return (default: 10)
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-12)
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-13)    Returns:
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-14)        List of text chunks that match your query
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-15)    """
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-0-16)    pass