LlamaIndex Crash Course - AI Agents in Python
In this video today we do a crash course on LlamaIndex, an AI agent and RAG framework for Python, similar to LangChain. ◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾ 📚 Programming Books & Merch 📚 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/ 👕 Programming Merch: https://www.neuralnine.com/shop 💼 Services 💼 💻 Freelancing & Tutoring: https://www.neuralnine.com/services 🖥️ Setup & Gear 🖥️: https://neuralnine.com/extras/ 🌐 Social Media & Contact 🌐 📱 Website: https://www.neuralnine.com/ 📷 Instagram: / neuralnine 🐦 Twitter: / neuralnine 🤵 LinkedIn: / neuralnine 📁 GitHub: https://github.com/NeuralNine 🎙 Discord: / discord 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
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