MENU

Fun & Interesting

Extracting Structured Data From PDFs | Full Python AI project for beginners (ft Docker)

Thu Vu 98,864 lượt xem 7 months ago
Video Not Working? Fix It Now

Download Docker Desktop πŸ‘‰ https://dockr.ly/4e7k8tQ
Containerize your generative AI application πŸ‘‰ https://dockr.ly/3TsIndW

Github repo: πŸ‘‰ https://github.com/thu-vu92/structured-rag-pdf.git
Master Python for AI Projects πŸ‘‰ https://python-course-earlybird.framer.website/
Get regular data science/ AI content in your inbox: https://thu-vu.ck.page/49c5ee08f6

πŸ”‘ TIMESTAMPS
β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€
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


πŸ‘©πŸ»β€πŸ’» COURSES & RESOURCES
β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€
πŸ“– Google Advanced Data Analytics Certificate πŸ‘‰ https://imp.i384100.net/anK9zZ
πŸ“– Google Data Analytics Certificate πŸ‘‰ https://imp.i384100.net/15v9y6
πŸ“– Learn SQL Basics for Data Science Specialization πŸ‘‰ https://imp.i384100.net/AovPnJ
πŸ“– Excel Skills for Business πŸ‘‰ https://coursera.pxf.io/doPaoy
πŸ“– Machine Learning Specialization πŸ‘‰ https://imp.i384100.net/RyjykN
πŸ“– Data Visualization with Tableau Specialization πŸ‘‰https://imp.i384100.net/n15XWR
πŸ“– Deep Learning Specialization πŸ‘‰ https://imp.i384100.net/zavBA0
πŸ“– Mathematics for Machine Learning and Data Science Specialization πŸ‘‰ https://imp.i384100.net/LXK0gj
πŸ“– Applied Data Science with Python πŸ‘‰ 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

Comment