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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

Jon Bratseth

Vespa.ai