Update README.md

README.md

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             <img src="https://cdn-uploads.huggingface.co/production/uploads/6589d7e6586088fd2784a12c/E3lAz6VYaM7PLodDOcOcV.png" alt="Caduceus Project" style="border-radius: 10px;">
             <p><strong>Creator:</strong> <a href="https://github.com/your_username" target="_blank">Your Name</a></p>
             <div>
-                <p><strong>About the Dataset:</strong> The Caduceus Project Dataset is a curated collection of scientific and medical protocols sourced from <a href="https://github.com/protocolsio/protocols" target="_blank">protocols.io</a> and converted from PDF to markdown format. This dataset aims to enhance the accessibility and usability of complex scientific and medical information by providing a structured and easily readable version of the protocols.</p>
+                <p><strong>About the Dataset:</strong> The Caduceus Project Dataset is a curated collection of scientific and medical protocols sourced from <a href="https://github.com/protocolsio/protocols" target="_blank">protocols.io</a> and converted from PDF to markdown format. This dataset aims to enhance the accessibility and usability of complex scientific and medical information by providing a structured and easily readable version of the protocols. You can find the repository for the pipeline <a href="https://github.com/Kquant03/caduceus" target="_blank">here</a>.</p>
                 <p><strong>Source Data:</strong></p>
                 <ul>
                     <li>Protocols from <a href="https://github.com/protocolsio/protocols" target="_blank">protocols.io</a></li>
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                 <ul>
                     <li><code>original_pdfs/</code>: Contains the original PDF files of the selected protocols.</li>
                     <li><code>markdown_files/</code>: Contains the individual markdown files converted from the selected PDF files.</li>
-                    <li><code>jsonl_output/</code>: Contains the JSONL files with the converted markdown content of all the selected protocols. One has the base64 versions of the PDF, and the other has the text from the PDF.</li>
+                    <li><code>TXT.jsonl/</code>: Contains the JSONL files with the text versions of the PDFs and the converted markdown content of all the selected protocols.</li>
+                    <li><code>Base64.jsonl/</code>: Contains the JSONL files with the Base64 versions of the PDFs and the converted markdown content of all the selected protocols. (for potential vision training)</li>
                 </ul>
                 <p><strong>License:</strong> The Caduceus Project Dataset is released under the <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">Creative Commons Attribution 4.0 International (CC BY 4.0) License</a>.</p>
                 <p><strong>Acknowledgments:</strong> We would like to express our gratitude to the contributors of <a href="https://github.com/protocolsio/protocols" target="_blank">protocols.io</a> for providing the open-source repository of scientific and medical protocols that served as the foundation for this dataset.</p>