Aliens School
Cinematic Knowledge Experience
0%
Aliens School
Now Playing
Aliens School ยท HIEN
โŒจ๏ธ Keyboard Shortcuts
โ†’Next slide โ†Previous slide SpacePlay / Pause MNarration on/off FFullscreen ?Show/hide this
Press any key to close
Skill Topic ยท Cinematic

๐Ÿ—„๏ธ Topic 26: Vector Databases

Course: LLM Engineering โ€” Pair 26/80 Section: 4 โ€” RAG Systems Level: โญโญโญ Intermediate Prev:โ€ฆ

Topic 1
โœจ

๐ŸŽฏ Is Topic Me Kya Seekhoge?

๐Ÿ“Š ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ โœ… Vector Databaseโ€ฆ
Topic 2
โœจ

๐Ÿ“š 1. Vector Database Kya Hai?

๐Ÿ’พ ๐ŸŽฏ Traditional DB vs Vector DB ` Traditional Database (SQL/NoSQL):โ€ฆ
Topic 3
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿ“š 2. Search Algorithms

๐Ÿ—„๏ธ ๐Ÿ“Š ANN (Approximate Nearest Neighbor) Algorithms `โ€ฆ
Topic 4
๐Ÿ“ˆ

๐Ÿ“š 3. Popular Vector Databases

๐Ÿ“ˆ ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ Database โ”‚โ€ฆ
Topic 5
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ’ป 4. Complete Python Implementation

๐Ÿ’ก

CRUD operations for vectors

๐Ÿ”‘

Multiple distance metrics (cosine,โ€ฆ

โšก

Metadata filtering

๐ŸŽฏ

Namespace isolation

Topic 6
๐Ÿ“‰ ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ“Š 5. Choosing a Vector Database

๐Ÿ“‰ ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ Scenario โ”‚โ€ฆ
Topic 7
๐Ÿ”’

๐Ÿง  6. Quiz Time!

๐Ÿ’ก

A) Tables and rows

๐Ÿ”‘

B) Key-value pairs

โšก

C) Numerical embedding vectors โœ…

๐ŸŽฏ

D) Graph nodes

Topic 8
๐ŸŒ

๐Ÿ”— Navigation

๐ŸŒ โฌ…๏ธ Previous: 25-RAG-Introduction.md โžก๏ธ Next: 27-Embedding-Models.md ๐Ÿ—„๏ธ Vector databases =โ€ฆ
Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ—„๏ธ Topic 26: Vector Databases ka sabse sahi definition kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ—„๏ธ Topic 26: Vector Databases Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

โœ…

๐Ÿ—„๏ธ Topic 26: Vector Databases Complete

1/11
0:00
REC 00:00ESC=Cancel
Aliens School
3
Recording shuru hone wali hai...
โœ…
Recording Complete
Video process ho rahi hai...
Live Class
Slide 1 / 7
Timer
00:00
๐Ÿ“ Speaker Notes
โ€”
โญ๏ธ Up Next
โ€”
โ€”
๐Ÿ—‚๏ธ All Slides