TCSE logo 
 Sigsoft logo
Sustainability badge
Sat 3 May 2025 14:45 - 15:30 at FSS2005 - AIware Bootcamp Sat 14:45

This session will cover the steps involved in building a robust RAG (Retrieval Augmented Generation) pipeline for an AIware app. The covered topics include

  • What is RAG? - An overview of Indexing, retrieval and generation
  • An overview of query translation approaches - Multi-query, RAG-fusion, Least-to-most, step-back prompting, HyDE
  • Query routing strategies - Logical routing and semantic routing
  • Query construction strategies
  • Advanced indexing techniques for effective RAG - Multi-representation indexing, RAPTOR, ColBERT
  • Graph RAGs
  • RAG Re-rankers
  • Large context challenges: Needle in haystack, counting stars, data movement and caching/pinning of context in the cloud
  • Context vs built-in prioritization
  • A reference architecture for enterprise-grade production ready RAGware

Sat 3 May

Displayed time zone: Eastern Time (US & Canada) change

14:45 - 15:30
AIware Bootcamp Sat 14:45Tutorials and Technical Briefings at FSS2005
14:45
45m
Talk
AIware: RAG EngineeringSE for AI
Tutorials and Technical Briefings
Keheliya Gallaba Centre for Software Excellence, Huawei Canada
:
:
:
: