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Refine the description of the directory input #10

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An LLM may decide to pass . as the directory value, which leads to an error ValueError: Directory must be an absolute path: ..

This PR specifies that the directory has to be an absolute path to help the LLM provide an appropriate value.

An LLM may decide to pass `.` as the `directory` value, which leads to an error `ValueError: Directory must be an absolute path: .`.

This PR specifies that the `directory` has to be an absolute path to help the LLM provide an appropriate value.
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