In this video today we do a crash course on LlamaIndex, an AI agent and RAG framework for Python, similar to LangChain.

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Timestamps:
(0:00) Intro
(1:09) LlamaIndex VS LangChain
(2:33) Environment Setup
(6:24) Basic RAG Example
(11:18) Basic Agent Example
(14:38) Context & Chat History
(15:53) Agent with RAG
(21:37) Local LLMs & Ollama
(26:44) Data Connectors & LlamaHub
(33:31) Prompt Templates
(35:26) Pass Entire Conversations
(37:17) Advanced Resources
(38:12) Outro

LlamaIndex Crash Course - AI Agents in Python