PyData: Generative AI Session List
A Retrieval Augmented Generation system to query the scikit-learn documentation
Guillaume Lemaitre
A Retrieval Augmented Generation system to query the scikit-learn documentation
Cloud? No Thanks! I’m Gonna Run GenAI on My AI PC
Adrian Boguszewski, Dmitriy Pastushenkov
Join this talk to learn that cloud is no longer needed for GenAI. All you need is an AI PC.
From LLM as oracle to LLM as translator - our journey from theory to everyday’s practice in a corporate setting with dmGPT (and python)
Emma Haley, Niklas Lederer
Learn how dm-drogeriemarkt put LLMs in production and implemented a day-to-day assistant for everyone.
Improve LLM-based Applications with Fallback Mechanisms
Bilge Yücel
RAG handles common issues in LLM applications, but a dependable system requires one more step: a fallback mechanism. Explore the implementation of LLM applications with diverse fallback techniques using Haystack in Bilge's insightful talk.
Put your RAG to the test: Component-per-component evaluation of our LLM-powered airplane manufacturing assistant
Nataliia Kees
This talk discusses the topic of component-wise evaluation of RAG-based applications on the example of the airplane manufacturing assistant developed at Airbus using open source Python libraries paired with Google Vertex AI.
RAG for a medical company: the technical and product challenges
Noé Achache
While developing a Proof-Of-Concept RAG is widely accessible, creating a performant version that truly adds value remains a challenge. We willl share our learnings from building a RAG for a medical company, aiding doctors with drug documentation.
Safeguarding Privacy and Mitigating Vulnerabilities: Navigating Security Challenges in Generative AI
John Robert
How to protect and secure your data will using LLM and Generative AI. Your data privacy and security is importance.
Whispered Secrets: Building An Open-Source Tool To Live Transcribe & Summarize Conversations
John Sandall
🕵️ Calling all Spythonistas: Do you need a live speech transcription and summarization "secret agent" that works offline by running on your own hardware? Learn about the latest trends in open-source GenAI tools and how to build your own in this light-hearted talk.
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