Download Docker Desktop π https://dockr.ly/4e7k8tQ
Containerize your generative AI application π https://dockr.ly/3TsIndW
Github repo: π https://github.com/thu-vu92/structured-rag-pdf.git
Master Python for AI Projects π https://python-course-earlybird.framer.website/
Get regular data science/ AI content in your inbox: https://thu-vu.ck.page/49c5ee08f6
π 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
π©π»βπ» COURSES & RESOURCES
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π Google Advanced Data Analytics Certificate π https://imp.i384100.net/anK9zZ
π Google Data Analytics Certificate π https://imp.i384100.net/15v9y6
π Learn SQL Basics for Data Science Specialization π https://imp.i384100.net/AovPnJ
π Excel Skills for Business π https://coursera.pxf.io/doPaoy
π Machine Learning Specialization π https://imp.i384100.net/RyjykN
π Data Visualization with Tableau Specialization πhttps://imp.i384100.net/n15XWR
π Deep Learning Specialization π https://imp.i384100.net/zavBA0
π Mathematics for Machine Learning and Data Science Specialization π https://imp.i384100.net/LXK0gj
π Applied Data Science with Python π https://imp.i384100.net/gbxOqv
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#ai #rag #python #datascience #ThuVu