How Does Retrieval Augmented Generation (RAG) Actually Work?
Retrieve, augment, generate... how hard could it be? Resources: Notebook - https://github.com/ALucek/RAG-Overview Chapters: 00:00 - What does RAG do? 05:26...
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About this video
Retrieve, augment, generate... how hard could it be?
Resources:
Notebook - https://github.com/ALucek/RAG-Overview
Chapters:
00:00 - What does RAG do?
05:26 - Data Processing
10:26 - Chunking
15:00 - Embedding
22:08 - Similarity Retrieval
27:49 - Retrieval Augmented Generation
#ai #datascience #coding
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2.8K
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Duration
29:58
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Published
Jul 18, 2025
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hd
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#artificial intelligence #OpenAI #AI #Gemini #Llama #Open Source #HuggingFace #Machine Learning #Deep Learning #AI Trends #AI Applications #AI Tutorial #AI Research #AI Solutions #AI Software #AI Algorithms #Artificial General Intelligence #AI Strategy #AI Integration #Multimodal #Agent #LangChain #gpt-4o #gpt #langsmith #fine-tuning #RAG #data #synthetic #Learning #llm #retrieval #neural #o3 #reasoning #embedding #reranking #reranking rag #reranker
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