How to use generative AI to create a knowledge-base from internal documentation

• Titel: How to use generative AI to create a knowledge-base from internal documentation
• Mitwirkende: Lu, Hugo [PräsentatorIn]
• Institutionen: O'Reilly (Firm), [Verlag]
• Ausgabe: [First edition].
• Verlagsort: [Sebastopol, California]
• Verlag: O'Reilly Media, Inc.
• E-Jahr: 2024
• Jahr: [2024]
• Umfang: 1 online resource (1 video file (7 min.))
• Illustrationen: sound, color.
• Gesamttitel/Reihe: Shortcuts
• Fussnoten: Online resource; title from title details screen (O’Reilly, viewed August 5, 2024)
• Datenträger: Online-Ressource
• Sprache: eng
• Sach-SW: Bases de données ; Conception
• Sach-SW: Intelligence artificielle
• Sach-SW: artificial intelligence
• Sach-SW: Instructional films
• Sach-SW: Nonfiction films
• Sach-SW: Internet videos
• Sach-SW: Films de formation
• Sach-SW: Films autres que de fiction
• Sach-SW: Vidéos sur Internet
• K10plus-PPN: 1900847884
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m4573897399
• Lokale URL Inst.: Zum Volltext

Abstract

In this video shortcuts collection, you as a data engineer will leverage GenAI to automate mundane tasks such as data integration, quality assurance, and ETL processes, freeing up time to focus on more strategic initiatives. Additionally, tools like GitHub and Data Copilots can assist with code generation, enabling quicker development, testing, and optimization of data pipelines. Another benefit lies in data augmentation, where GenAI helps in creating synthetic data points for improving data privacy and security measures. Moreover, integrating GenAI into data catalogs enhances data discovery capabilities, allowing data engineers to tackle complex questions about data assets more effectively. While GenAI is not positioned to replace data engineers entirely, it significantly augments their abilities, making them more efficient and productive in handling daily tasks by automating repetitive work and bolstering their data management skills.