Building a RAG Application from Scratch Using Python, Langchain, and OpenAI API. скачать в хорошем качестве

Building a RAG Application from Scratch Using Python, Langchain, and OpenAI API.

Welcome to our groundbreaking tutorial where we unveil the magic of implementing Retrieval-Augmented Generation (RAG) using Langchain! In this video, we'll guide you step-by-step through the process of connecting a Language Model (LLM) to your PDF data and transforming it into an intelligent question-answering system. By leveraging the power of Langchain, we'll demonstrate how to seamlessly integrate your PDF documents with an LLM, enabling it to retrieve relevant information and generate accurate answers to your questions—straight from your PDFs! Here's what you'll discover: Setting up Langchain and connecting it to your PDF data. Configuring your LLM to perform question answering on your PDF documents. Real-time demonstrations of Langchain and the RAG model in action, answering questions from your PDFs with precision. Tips and tricks for enhancing the capabilities of your RAG system and maximizing its utility. Whether you're a researcher, student, or knowledge enthusiast, this tutorial will empower you to unlock the wealth of information hidden within your PDF documents. Get ready to revolutionize your document processing workflow and unleash the full potential of RAG with Langchain—let's dive in and transform the way you interact with your data! Ever wanted very affordable and Certified AI and Tech courses to learn ? Click the link and signup for different tech courses here: https://www.educative.io/learn-to-cod... How to Create a virtual environment:    • How to Create Virtual Environment in ...   Join Our Community: Join Our Discord: Connect with a community of learners and experts. Join here::   / discord   Stay Connected on Social Media: Instagram:   / tech_watt   Facebook: https://www.facebook.com/share/PhYbQP... Twitter (X): https://x.com/felixsa41013626 LinkedIn:   / felix-sam-nanor-4599b2204   WhatsApp Community: https://chat.whatsapp.com/FZR4CoaPObn... Mail: [email protected]. Support Us on Patreon: Become a patron and get exclusive content and help anytime:   / techwatt   Link to the code: https://github.com/Tech-Watt/RAG-Appl... #rag #datascience #ai #ml #machinelearning #llm #chatbot #generativeai #tutorial #langchain #llama #deeplearning