Hardening RAG System Against Hallucinations
When building a RAG system, one must take into account risk of hallucinations. In this talk I will share my experience identifying sources of hallucinations and provide proven hardening strategies that help to identify and mitigate risk of hallucinations in RAG application developed with Azure stack (OpenAI, AI Search and Document Intelligence as key components).
- English
Speaker
Zahhar Kirillov
EPAM Switzerland, Delivery Manager
During 20+ years spent in ICT industry, I had a privilege to wear all possible hats, acting as a software developer, UX designer, university lecturer, startup entrepreneur, CIO and finally as a delivery manager at S&P500 engineering company. Creating software is my biggest passion. I stay hands-on by delivering PoC and MVP to clients, diving into all aspects of modern technology, be it cloud computing, blockchain or AI. Originally from Estonia, since 2016 I live in Switzerland and in free time I... read more