PDF to JSON: LLM-Powered Data Extraction In Python
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My name is Zoumana, a Data Scientist and Machine Learning Engineer, and an Expert Writer on Medium. If you like learning about AI, Machine Learning, and all things tech, let's connect! Subscribe, and activate the bell 🔔 to be notified about any of his next videos. ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 📚 Blog - https://zoumanakeita.medium.com/ 🤝 LinkedIn - https://www.linkedin.com/in/zoumana-keita/ 🐦 Twitter - https://twitter.com/zoumana_keita_ ▶ YouTube - https://www.youtube.com/@techwithzoum 💻 GitHub - https://github.com/keitazoumana 💚 #AI ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Disclaimer: My opinions are my own and do not represent the views of my employer. Email me for collaborations and business inquiries 👇 [email protected]
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This video provides a step-by-step guide to help you learn how to use Large Language Models (LLMs) to extract data from PDFs and convert it into JSON format. The tutorial covers prompt engineering techniques and practical implementation steps. ℹ️ DIFFERENT CHAPTERS 0:00 - Introduction 00:42 - Use case workflow 1:56 - Usec case data and prompt 7:18 - Environment configuration 9:12 - Helper functions definition 13:33 - Document parsing and Analysis 19:25 - Conclusion and next steps Source code: https://github.com/keitazoumana/LLMs/blob/main/Extract_Metadata_With_Large_Language_Models_V2.ipynb Connect: - Medium: https://zoumanakeita.medium.com/ - LinkedIn: https://www.linkedin.com/in/zoumana-keita/ - Twitter: https://twitter.com/zoumana_keita_ - Email me: [email protected] 🎙️ Support me: https://www.buymeacoffee.com/zoumanakeig #artificialintelligence #technology #openai #largelanguagemodels #gpt4
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