Extracting Structured Data from PDFs with Python and Docker: Beginner AI Project

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