LLM Agents - Explained!

Let's talk about LLM Agents and how this is different from plain LLMs or RAG. RESOURCES [1 📚] A Survey on Large Language Model based Autonomous Agents: https://arxiv.org/pdf/2308.11432 [2 📚] ReAct Agent: https://arxiv.org/pdf/2210.03629 [3 📚] SayCan Agent: https://arxiv.org/pdf/2204.01691 [4 📚] WebGPT (agent): https://arxiv.org/pdf/2112.09332 [5 📚] MT-Opt: How Robots in SayCan can efficiently learn multiple tasks: https://arxiv.org/pdf/2104.08212 [6 📚] QT-Opt: https://arxiv.org/pdf/1806.10293 ABOUT ME ⭕ Subscribe: https://www.youtube.com/c/CodeEmporiu... 📚 Medium Blog:   / dataemporium   💻 Github: https://github.com/ajhalthor 👔 LinkedIn:   / ajay-halthor-477974bb   PLAYLISTS FROM MY CHANNEL ⭕ Deep Learning 101:    • Deep Learning 101   ⭕ Natural Language Processing 101:    • Natural Language Processing 101   ⭕ Reinforcement Learning 101:    • Reinforcement Learning 101   Natural Language Processing 101:    • Natural Language Processing 101   ⭕ Transformers from Scratch:    • Natural Language Processing 101   ⭕ ChatGPT Playlist:    • ChatGPT   MATH COURSES (7 day free trial) 📕 Mathematics for Machine Learning: https://imp.i384100.net/MathML 📕 Calculus: https://imp.i384100.net/Calculus 📕 Statistics for Data Science: https://imp.i384100.net/AdvancedStati... 📕 Bayesian Statistics: https://imp.i384100.net/BayesianStati... 📕 Linear Algebra: https://imp.i384100.net/LinearAlgebra 📕 Probability: https://imp.i384100.net/Probability OTHER RELATED COURSES (7 day free trial) 📕 ⭐ Deep Learning Specialization: https://imp.i384100.net/Deep-Learning 📕 Python for Everybody: https://imp.i384100.net/python 📕 MLOps Course: https://imp.i384100.net/MLOps 📕 Natural Language Processing (NLP): https://imp.i384100.net/NLP 📕 Machine Learning in Production: https://imp.i384100.net/MLProduction 📕 Data Science Specialization: https://imp.i384100.net/DataScience 📕 Tensorflow: https://imp.i384100.net/Tensorflow CHAPTERS 0:00 Introduction 0:47 Pass 1: What are LLM Agents? 4:21 Quiz Time 1 5:28 Pass 2: LLM vs RAG vs LLM Agent 12:19 Quiz Time 2 13:24 Summary