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Skill Topic ยท Cinematic

๐Ÿง  Topic 62: Agent Memory โ€” Short-term, Long-term, Episodic

Course: LLM Engineering โ€” Pair 8 of Section 7: AI Agents & Tool Use Level: โญโญโญโญ Advanced Prev:โ€ฆ

Topic 1
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐ŸŽฏ Is Topic Me Kya Sikhoge?

๐Ÿ“š 1. Agent Memory kyun zaroori hai 2. Memory types โ€” Working, Short-term, Long-term,โ€ฆ
Topic 2
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ“š Memory Types Overview

๐Ÿ’ก ` 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”‚ AGENT MEMORYโ€ฆ
Topic 3
๐Ÿ”’

๐Ÿ—๏ธ Memory Architecture

๐ŸŽฏ ` 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”‚ AGENT MEMORYโ€ฆ
Topic 4
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ Agent Memory System โ€” Complete Implementation

๐Ÿ’ก

Vector-based similarity search

๐Ÿ”‘

Time decay (purani memories lessโ€ฆ

โšก

Importance weighting

๐ŸŽฏ

Unified add/search/retrieve

Topic 5
๐Ÿ”‘

๐Ÿ“Š Memory Retrieval Scoring

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”‚ MEMORY RETRIEVALโ€ฆ
Topic 6
โœจ

โ“ Quiz โ€” 5 MCQs

๐Ÿ’ก

A) Koi difference nahi

๐Ÿ”‘

B) Working = current task context,โ€ฆ

โšก

C) Working me sirf numbers storeโ€ฆ

๐ŸŽฏ

D) Episodic sirf images ke liye

Topic 7
๐Ÿ”’

๐Ÿ”— Navigation

๐ŸŒŸ โฌ…๏ธ Previous: 61-A2A-Protocol.md | โžก๏ธ Next: 63-Agent-Orchestration.md Pro Tip: ๐Ÿง  Agentโ€ฆ
Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿง  Topic 62: Agent Memory โ€” Short-term, Long-term, Episodic ka sabse sahi definition kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿง  Topic 62: Agent Memory โ€” Short-term, Long-term, Episodic Complete!

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๐Ÿง  Topic 62: Agent Memory โ€” Short-term, Long-term, Episodic Complete

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