Bringing AI to Your Data: Introducing the Smart Folder Concept with SFA-HDF5 - Anthony Kougkas скачать в хорошем качестве

Bringing AI to Your Data: Introducing the Smart Folder Concept with SFA-HDF5 - Anthony Kougkas

Discover a new approach to interacting with your HDF5 data. Instead of uploading your data to AI, we bring the AI to your data. This talk introduces SFA-HDF5, a single-file Python agent that transforms any directory of HDF5 files into a “smart folder.” Learn how to use natural language to explore, analyze, and summarize complex datasets – all locally, securely, and with the flexibility of choosing between intelligence providers. We’ll delve into the agentic architecture that enables sophisticated, multi-step queries and robust error handling, helping users (especially newbies) to extract insights from their data more efficiently than ever before. This is suitable for anyone working or interested in AI and Data Science. This episode of Call the Doctor was guest hosted by Anthony Kougkas, https://akougkas.io. You can learn more about the project at https://grc.iit.edu/research/projects... or visit the Github repo at https://github.com/IOwarp This session was recorded on March 4, 2025. Join us each Tuesday at 12:20 p.m. Central time (US/Canada) by joining the zoom at https://us06web.zoom.us/j/98286880081 Call the Doctor is a series of weekly, unscripted, live events! The HDF Group’s staff members will answer attendee questions and, for example, go over the previous week’s HDF Forum posts. The HDF Clinics are free sessions intended to help users tackle real-world HDF problems from a common cold to severe headaches and offer relief where that’s possible. As time permits, we will include how-tos, offer advice on tool usage, review your code samples, teach you survival in the documentation jungle, and discuss what’s new or just around the corner in the land of HDF.