LLamaIndex and HuggingFace | Ultimate Guide

Video Description

This is the beginning of the LlamaIndex Tutorial Series. In this video, we cover basic components used in LlamaIndex to implement Retrieval Augmented Generation using Open Source Large Language Models. About LlamaIndex: LlamaIndex is a simple and flexible data framework to connect LLM to Data sources. In this video, we use HuggingFaceInferenceAPI to load our model without downloading. This is an free alternative to OpenAI ChatGPT model. Source Code: GitHub- https://github.com/lucifertrj/Awesome-RAG/ RAG Langchain Open Source Playlist: https://youtube.com/playlist?list=PLiBGj68xqdPj5bECy3Xk3IG_y_PVR6Zwo&si=wUl6e9SfbeojjTXF Join Discord Community: https://discord.com/invite/hEMqtDXCHA Support the channel: https://www.buymeacoffee.com/jaintarun7 Follow Me: ------------------------ Discord: https://discord.com/invite/hEMqtDXCHA Twitter: https://twitter.com/TRJ_0751 LinkedIn: https://linkedin.com/in/jaintarun75 GitHub: https://github.com/lucifertrj Instagram: https://instagram.com/aiwithtarun.ai ------------------------ Timestamps: 00:00 Introduction 01:45 Index Workflow 05:22 Pre-steps for Code Implementation 09:19 Create a new index 17:22 Load existing index 19:56 Query Engine 25:56 Closing remarks Disclaimer: We don't own the Logo used in Thumbnail. Also, the Llama image is AI-generated. #ai #huggingface #llamaindex #gpt #generativeai #python #llama #llm #opensource #chatbot #chatgpt #machinelearning