Tutorial7:28:49
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-LangChain-LLMOps
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: https://youtube.com/playlist?list=PLkz_y24mlSJZvJOj1UXiJPVRQrNFdNEXX&si=yxL3EpwDcOslx3du
► End To End Data Science Projects Implementation: https://youtube.com/playlist?list=PLkz_y24mlSJaGcOXgJSuMM62sFha4fank&si=L0O96gFeduHCEVdi
► MLflow For Data Science | MLOps: https://youtube.com/playlist?list=PLkz_y24mlSJZrqiZ4_cLUiP0CBN5wFmTb&si=mOOoyy6gcNmG3IqS
► The Complete Self Driving Car Course: https://youtube.com/playlist?list=PLkz_y24mlSJawbZz-fJrrxZi0QNmJ5aP6&si=iC2PZhLG5Q5J3tF6
► Object Detection Using YOLO v6: https://youtube.com/playlist?list=PLkz_y24mlSJY3H0WZGY2XKvuFdvkJS9oM
► Object Detection Using YOLO v7: https://youtube.com/playlist?list=PLkz_y24mlSJagh6O2MIrgI-Ki-t1rhjLI
► Sign Language Detection Using YOLO v5: https://youtube.com/playlist?list=PLkz_y24mlSJYWpwFbU8fyaBSwihoVHiJz
►ONNX (Open Neural Network Exchange): https://youtube.com/playlist?list=PLkz_y24mlSJZJx9sQJCyFZt50S4ji1PeR
😀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: https://twitter.com/bappy913873
Facebook: https://www.facebook.com/groups/dswithbappy
instagram: https://www.instagram.com/entbappy/
linkedin : https://www.linkedin.com/in/boktiarahmed73/
Github: https://github.com/entbappy
🙏🙏🙏🙏🙏🙏🙏🙏
YOU JUST NEED TO DO
3 THINGS to support my channel
LIKE
SHARE
&
SUBSCRIBE
TO MY YOUTUBE CHANNEL