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/
Get regular data science/ AI content in your inbox: https://thu-vu.ck.page/49c5ee08f6
TIMESTAMPS
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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
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#ai #rag #python #datascience #ThuVu
