Building something real with AI and data
12:20 - 12:50, 23rd of May (Thursday) 2024/ DATAMASS STAGE
Generative AI is transformative, but in most cases it needs to be combined with your data to deliver something truly useful - this is what retrieval augmented generation (RAG) is about. This talk will discuss how to make RAG applications that delivers quality results in production, at scale. Some topics:
- Why RAG?
- RAG is about relevance.
- Do you even need vector embeddings?
- How to achieve state of the art quality.
- Using personal data effectively.
- Quality and cost tradeoffs.
- Letting your LLM train your relevance model.
LEVEL:
Basic
Advanced
Expert
TRACK:
AI/ML
TOPICS:
AI
