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PRODID:-//pretalx//cfp.pydata.org//pydataglobal2025//speaker//DNLRAG
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UID:pretalx-pydataglobal2025-TZSWMW@cfp.pydata.org
DTSTART:20251209T204500Z
DTEND:20251209T212500Z
DESCRIPTION:Do you feel lost in the jungle of GenAI frameworks and buzzword
 s? Here's a way out. Take any GenAI app\, peel away the fluff\, and look a
 t its core. You'll find the same pattern: a boringly simple nested while l
 oop. I will show you how this loop produces chat assistants\, AI agents\, 
 and multi-agent systems. Then we'll cover how RAG\, tool-calling\, and mem
 ory are like lego bricks we add as needed. This gives you a first-principl
 es based map. Use it to build GenAI apps from scratch\; no frameworks need
 ed.
DTSTAMP:20260518T174650Z
LOCATION:Live from PyData Boston
SUMMARY:The Boringly Simple Loop Powering GenAI Apps - Sebastian Wallkötte
 r
URL:https://cfp.pydata.org/pydataglobal2025/talk/TZSWMW/
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