The prototype focuses on converting unstructured data into a structured format suitable for LLMs. It explores either adopting external tools or building a custom solution for extracting information. A key feature is ensuring compatibility with diverse data types and formats for smooth integration within existing systems. The prototype leverages advanced NLP techniques to maximize the accuracy of information extraction. Machine learning algorithms are incorporated to enhance the tool's adaptability and optimize its performance over time. .