Video Description

Download Docker Desktop 👉 https://dockr.ly/4e7k8tQ Containerize your generative AI application 👉 https://dockr.ly/3TsIndW Github repo: 👉 https://github.com/thu-vu92/structured-rag-pdf.git Master Python for AI Projects 👉 https://python-course-earlybird.framer.website/?&utm_source=pdf2dataai Get regular data science/ AI content in your inbox: https://thu-vu.ck.page/49c5ee08f6 🔑 TIMESTAMPS ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 0:00 - Introduction to RAG 1:03 - Video outline 2:18 - Why RAG is useful 5:05 - Setting up project & Get API key 10:48 - Define LLM 12:16 - Process PDF document 13:43 - Split document 17:11 - Create text embeddings 20:18 - Vector database 23:43 - Query database 24:32 - Generate response 28:49 - Create Streamlit app 29:36 - Deploy app with Docker 👩🏻‍💻 COURSES & RESOURCES ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 📖 Google Advanced Data Analytics Certificate 👉 https://imp.i384100.net/anK9zZ 📖 Google Data Analytics Certificate 👉 https://imp.i384100.net/15v9y6 📖 Learn SQL Basics for Data Science Specialization 👉 https://imp.i384100.net/AovPnJ 📖 Excel Skills for Business 👉 https://coursera.pxf.io/doPaoy 📖 Machine Learning Specialization 👉 https://imp.i384100.net/RyjykN 📖 Data Visualization with Tableau Specialization 👉https://imp.i384100.net/n15XWR 📖 Deep Learning Specialization 👉 https://imp.i384100.net/zavBA0 📖 Mathematics for Machine Learning and Data Science Specialization 👉 https://imp.i384100.net/LXK0gj 📖 Applied Data Science with Python 👉 https://imp.i384100.net/gbxOqv As a member of the Amazon and Coursera Affiliate Programs, I earn a commission from qualifying purchases on the links above. By using the links you help support this channel at no cost for you. #ai #rag #python #datascience #ThuVu