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What is Retrieval Augmented Generation (RAG) and how it works? In this video, you will learn following things: • What is RAG and how RAG ...
YouTube-Ashutosh Tripathi
2023/12/20"RAG" stands for Retrieval-Augmented Generation. It's a technique that combines the power of retrieval systems (like search engines) with ...
YouTube-Computing For All
2024/03/22LLMs are a powerful new platform, but they are not always trained on data that is relevant for our tasks. This is where retrieval augmented ...
YouTube-LangChain
2024/02/06In this video, we're taking our RAG architecture to intergalactic levels! Building on our previous video (https://youtu.be/oCHinlZRsLU), ...
YouTube-KnowledgeBank by obviEnce
5日前Dig into retrieval augmented generation (RAG) and how this approach can link your proprietary, real-time data to generative AI models for ...
YouTube-Elastic
2024/02/07How I Explain Retrieval Augmented Generation (RAG) to Business Managers (in 3 Minutes) Large language models have been a huge hit for ...
YouTube-Manny Bernabe
2024/02/20What is RAG? RAG stands for Retrieval Augmented Generation, and it's a revolutionary technique used in the field of Natural Language ...
YouTube-Code With Prince
2023/09/13In this video we'll build a Retrieval Augmented Generation (RAG) pipeline to run locally from scratch. There are frameworks to do this such ...
YouTube-Daniel Bourke
2024/03/15Intro/NVIDIA GTC
Part 0: Resources and overview
Part 1: What is RAG? Why RAG? Why locally?
Why RAG?
What can RAG be used for?
Part 2: What we're going to build
Original Retrieval Augmented Generation paper
Part 3: Importing and processing a PDF document
Code starts! Importing a PDF and making it readable
Part 4: Preprocessing our text into chunks (text splitting)
Part 5: Embedding creation
Incredible embeddings resource by Vicky Boykis
Open-source embedding models
Creating our embedding model
Creating embeddings on CPU vs GPU
Creating a small semantic search pipeline
Showcasing the speed of vector search on GPUs
Part 7: Similarity measures between embedding vectors explained
Part 8: Functionizing our semantic search pipeline (retrieval)
Part 9: Getting a Large Langue Model (LLM) to run locally
Loading a LLM locally
Part 10: Generating text with our local LLM
Part 11: Augmenting our prompt with context items
Part 12: Functionizing our text generation step (putting it all together)
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Get ready for a power-packed nugget of wisdom from Harpreet Sahota as we talk about augmenting your Generative AI model with new data on ...
YouTube-Intelligence Briefing
1か月前When I posted my video on Retrieval Augmented Generation (RAG), I got a lot of requests to show exactly how it worked at a technical level.
YouTube-Don Woodlock
1か月前動画の見どころ1/9枚目 Intro
動画の見どころ2/9枚目 Demo Layout in Stages
動画の見どころ3/9枚目 Stage 1: Using a Simple Pass Through Prompt
動画の見どころ4/9枚目 Stage 1: Desktop Demo
動画の見どころ5/9枚目 Stage 2: Adding Instructions to your prompt
動画の見どころ6/9枚目 Stage 2: Desktop Demo
動画の見どころ7/9枚目 Stage 3: Setting up Retrieval Augmented Generation
動画の見どころ8/9枚目 Stage 3: Desktop Demo
動画の見どころ9/9枚目 Wrap up
Gradient AI: tinyurl.com/gradient-ai Get the code: https://github.com/gkamradt/RAGWithGradient Get updates from me: ...
YouTube-Greg Kamradt (Data Indy)
1か月前Let's face it, LLMs aren't without limitations. In this discussion, Varun Grover shares the benefits of a Retrieval Augmented Generation ...
YouTube-Veritas Tech Channel
1か月前In this video, we work through building a Retrieval-Augmented Generation (RAG) system in just 4 lines of code using Clarifai's Python SDK.
YouTube-Clarifai
2024/02/13Jump on our free RAG course from the Gen AI 360 Foundational Model Certification (Built in collaboration with Activeloop, Towards AI, ...
YouTube-What's AI by Louis-François Bouchard
2024/01/09This video defines Retrieval Augmented Generation (RAG) in very simple words for easy understanding. #RAG PLEASE FOLLOW ME: ▷ LinkedIn: ...
YouTube-Fahd Mirza
2023/08/15In the previous posts we were starting our journey with Azure OpenAI and Microsoft Fabric for Data Engineering and Business Intelligence use ...
YouTube-KnowledgeBank by obviEnce
2024/03/19Embark on a comprehensive exploration of Retrieval Augmented Generation (RAG) in this illuminating session. Delve into the architecture ...
YouTube-NashKnolX
2024/03/18فيديو هنشرح فيه واحد من اهم المفاهيم عشان تعمل LLM based ap لينك صفحتي على linkedin: https://www.linkedin.com/in/amrkoura مونتاج: د.
YouTube-Amr Koura
2023/10/21Discover the power of Retrieval Augmented Generation (RAG) with Databricks in our latest video, where we demonstrate the seamless ...
YouTube-Databricks
2023/12/06Retrieval Augmented Generation (RAG) is the most efficient way to customize large language models like GPT-4 with your data.
YouTube-Prolego
2023/11/15