Ultimate LangChain Crash Course for Developers 🔥 скачать в хорошем качестве

Ultimate LangChain Crash Course for Developers 🔥

🚀 Welcome to the Ultimate LangChain Crash Course for Developers! In this comprehensive hands-on tutorial, you'll learn how to leverage LangChain, the powerful framework for building applications powered by large language models (LLMs) like OpenAI GPT, Llama, Mistral, and more. Whether you're new to LangChain or want to deepen your skills, this course covers everything from basics to advanced integrations. 👉🏻Code: https://github.com/entbappy/Latest-La... Topics of the video: 00:00:00 - Overview of LangChain, Evolution, and Learning Path 00:42:16 - Connecting with Leading LLMs (OpenAI’s GPT-4, GPT-4o Mini, and Open Source Models like Llama3 and Mistral) 01:24:58 - Prompt Templates for Integrating Logic into LLM Interactions 01:48:02 - Chains for Sequencing Instructions 01:57:49 - Output Parsers for Response Formatting 02:06:43 - Working with Custom Data (Data Loaders) & RAG Basic Concepts 02:50:15 - Different RAG Components like (Splitters, Embeddings, Vector Stores, Retrievers, Top k) 03:24:21 - Basic RAG Implementation with LCEL 03:45:14 - Memory Management in LangChain: Temporary and Permanent Memory 04:11:30 - Introduction to Langchain Expression Language (LCEL) | Chains and Runnables 04:36:41 - Built-in Runnables in LCEL 05:04:01 - Built-in Functions in runnables 05:09:40 - Combining LCEL Chains 05:15:34 - RAG demo with LCEL 05:20:45 - Comprehensive Overview of the LangChain Ecosystem 05:30:36 - LangServe Demo 05:49:40 - LangGraph Demo 06:17:55 - LangSmith Demo 06:34:32 - End-to-end Projects #LangChain #GenerativeAI #LLM #AI #Python #MachineLearning #LLMApps #LangChainTutorial #OpenAI #Chatbots #AIApplications #LangChainAgents #DeveloperCourse Check out my other playlists: ► MLOps Production Ready Machine Learning Project:    • MLOps Production Ready Machine Learning Pr...   ► End To End Data Science Projects Implementation:    • End To End Data Science Projects Implement...   ► MLflow For Data Science | MLOps:    • MLflow For Data Science | MLOps   ► The Complete Self Driving Car Course:    • The Complete Self Driving Car Course | Com...   ► Object Detection Using YOLO v6:    • YOLO v6 | Object Detection   ► Object Detection Using YOLO v7:    • YOLO v7 | Object Detection   ► Sign Language Detection Using YOLO v5:    • Sign Language Detection Using YOLO v5 | Co...   ►ONNX (Open Neural Network Exchange):    • ONNX (Open Neural Network Exchange)   😀Please donate if you want to support the channel through Buy me a coffee: https://www.buymeacoffee.com/dswithbappy This channel focuses on providing content on Data Science, Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Natural language processing, Generative AI, MLOPs, Python programming, etc. in English. My mission is to provide inspiration, motivation & good quality education to students for learning and human development, and to become an expert in Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Natural language processing, Generative AI, MLOPs, Python programming, and so on. #dswithbappy aims to provide unique & high-quality free education. I believe that high-quality education is not just for the privileged few. It is the right of everyone who seeks it. My aim is to bring quality education to every single student. All I need from you is intent, and a ray of passion to learn. Thanks! #dswithbappy Connect with me here: Telegram Group: https://t.me/+D-VqcrzSv5Q5Nzc1 Twitter:   / bappy913873   Facebook:   / dswithbappy   instagram:   / entbappy   linkedin :   / boktiarahmed73   Github: https://github.com/entbappy 🙏🙏🙏🙏🙏🙏🙏🙏 YOU JUST NEED TO DO 3 THINGS to support my channel LIKE SHARE & SUBSCRIBE TO MY YOUTUBE CHANNEL