Use open$-$source language models $($e$.$g$.,$ Hugging Face Transformers, spaCy, NLTK$,$ LLama, Mistral etc$)$ to perform the information extraction.Provide a clear and well$-$documented Python script that can be run to execute the task.Explain the approach you used, the challenges you faced, and how you addressed them.Demonstrate the accuracy and reliability of your solution by providing sample output and evaluation metrics $($e$.$g$.,$ precision, recall, F$1-$score$).$