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

๐Ÿง  Topic 19: Advanced Prompting โ€” ToT, ReAct, Self-Consistency

Course: LLM Engineering โ€” Pair 19/80 Section: 3 โ€” Prompt Engineering Mastery Level: โญโญโญโญ Advancedโ€ฆ

Topic 1
๐Ÿ“š

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… Tree ofโ€ฆ
Topic 2
โœจ

๐Ÿ“š 1. Advanced Prompting Ka Landscape

๐Ÿ’ก

Basic = Single path reasoning

๐Ÿ”‘

Advanced = Multi-path,โ€ฆ

Topic 3
๐ŸŽฏ

๐Ÿ“š 2. Tree of Thoughts (ToT)

๐ŸŽฏ ๐ŸŒณ Concept ` CoT = Ek line me sochna (linear) ToT = Tree ki tarah socho (explore +โ€ฆ
Topic 4
โœจ

๐Ÿ“š 3. ReAct โ€” Reasoning + Acting

โญ ๐ŸŽฏ Concept ` ReAct = Reason + Act Normal LLM: Question โ†’ Answer (one step) CoT LLM:โ€ฆ
Topic 5
๐Ÿ”‘

๐Ÿ“š 4. Reflexion โ€” Self-Correcting LLM

๐Ÿ”‘ ๐ŸŽฏ Concept ` Reflexion = LLM jo apni galtiyon se seekhta hai Normal flow: Task โ†’ Attempt โ†’โ€ฆ
Topic 6
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿ“š 5. Least-to-Most Prompting

โœจ ๐ŸŽฏ Concept ` Problem: Complex question agar directly poocho to LLM confuse hota haiโ€ฆ
Topic 7
โœจ

๐Ÿ’ป 6. Complete Python Implementation

๐Ÿ’ก

Tree of Thoughts with BFS/DFSโ€ฆ

๐Ÿ”‘

ReAct loop with tool integration

โšก

Self-Consistency with majorityโ€ฆ

๐ŸŽฏ

Reflexion with trial memory

Topic 8
โœจ

๐Ÿ“Š 7. Techniques Comparison โ€” Master Table

๐Ÿš€ ` 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”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚โ€ฆ
Topic 9
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿง  8. Quiz Time!

๐Ÿ’ก

A) Ek hi reasoning path

๐Ÿ”‘

B) Multiple reasoning paths treeโ€ฆ

โšก

C) Random answers

๐ŸŽฏ

D) Only correct paths

Topic 10
๐Ÿ’ก ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ”— Navigation

๐Ÿ’ก โฌ…๏ธ Previous: 18-Prompting-Techniques.md โžก๏ธ Next: 20-System-Prompts.md ๐Ÿง  Advancedโ€ฆ
Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿง  Topic 19: Advanced Prompting โ€” ToT, ReAct, Self-Consistency ka sabse sahi definition kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿง  Topic 19: Advanced Prompting โ€” ToT, ReAct, Self-Consistency Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

โœ…

๐Ÿง  Topic 19: Advanced Prompting โ€” ToT, ReAct, Self-Consistency Complete

1/13
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