Foreman: Building a tailored data assistant using dbt metadata by Luís Ferreira and João Rebelo скачать в хорошем качестве

Foreman: Building a tailored data assistant using dbt metadata by Luís Ferreira and João Rebelo

What if your data warehouse had its own intelligent assistant? In this talk, Luís Ferreira and João Rebelo explore leveraging dbt metadata to build a tailored LLM-powered data assistant. Combining Data Engineering best practices with Generative AI demonstrates how RAG techniques and Prompt Engineering can enhance an LLM’s ability to answer domain-specific questions and generate SQL code from natural language. This session provides a practical guide to integrating automated dbt documentation with foundation models for more efficient data operations. :::::: If you love watching content like this, consider joining us in person at the next event: www.datamakersfest.com 👉 FOLLOW US Instagram:   / datamakersfest   LinkedIn:   / data-makers-fest   Our channel features talks for anyone building products and services with and around data. Subscribe to our channel for videos on Data Science, Machine Learning, AI, Data Engineering, and more. Data Makers Fest videos may be used for non-commercial purposes under a Creative Commons License, Attribution–Non-Commercial–No Derivatives (or the CC BY – NC – ND 4.0 International). To use the talk for other purposes, please contact us at [email protected]. #datamakersfest #datascience #ai #machinelearning #dataengineering