Deploy LLM Application on AWS EC2 with Langchain and Ollama | Deploy LLAMA 3.2 App

Local LLM Tutorial Playlist: https://www.youtube.com/playlist?list=PLc2rvfiptPSReropGbvDFpB6dneNBwqhD In this tutorial, I’ll walk you through the step-by-step process of deploying your AI-powered chat application using LangChain, Llama, and Streamlit on AWS EC2. Whether you’re building an LLM chatbot for personal projects or for production, this guide covers everything you need to know about: - Launching an EC2 instance on AWS - Selecting the right AMI and instance type (Deep Learning AMI with Nvidia GPU, C7 Intel-powered instances) - Installing LangChain, AMA, and Streamlit - Cloning your project from GitHub to EC2 - Configuring security groups and ports for external access - Running and hosting your chat app on AWS EC2 efficiently - Ensuring persistent app operation with screen. Check out the full source code on GitHub and learn how to host your LLM chat app with low latency and minimal cost. Deployment of Machine Learning Models in Production in Python: https://bit.ly/bert_nlp Previous Video: https://youtu.be/uRV49nK-BOU Code Files: https://github.com/laxmimerit/ollama-chatbot Streamlit Tutorials: https://youtu.be/hff2tHUzxJM?si=aQiEDqW0m804N8j_ 🔊 Watch till last for a detailed description 💯 Read Full Blog with Code https://kgptalkie.com 💬 Leave your comments and doubts in the comment section 📌 Save this channel and video for watch later 👍 Like this video to show your support and love ❤️ ~~~~~~~~ 🆓 Watch My Top Free Data Science Videos 👉🏻 Python for Data Scientist https://bit.ly/3dETtFb 👉🏻 Machine Learning for Beginners https://bit.ly/2WOVh7N 👉🏻 Feature Selection in Machine Learning https://bit.ly/2YW6ZQH 👉🏻 Text Preprocessing and Mining for NLP https://bit.ly/31sYMUN 👉🏻 Natural Language Processing (NLP) Tutorials https://bit.ly/3dF1cTL 👉🏻 Deep Learning with TensorFlow 2.0 and Keras https://bit.ly/3dFl09G 👉🏻 COVID 19 Data Analysis and Visualization Masterclass https://bit.ly/31vNC1U 👉🏻 Machine Learning Model Deployment Using Flask at AWS https://bit.ly/3b1svaD 👉🏻 Make Your Own Automated Email Marketing Software in Python https://bit.ly/2QqLaDy *********** 🤝 BE MY FRIEND 🌍 Check Out ML Blogs: https://kgptalkie.com 🐦Add me on Twitter: https://twitter.com/laxmimerit 📄 Follow me on GitHub: https://github.com/laxmimerit 📕 Add me on Facebook: https://facebook.com/kgptalkie 💼 Add me on LinkedIn: https://linkedin.com/in/laxmimerit 👉🏻 Complete Udemy Courses: https://bit.ly/32taBK2 ⚡ Check out my Recent Videos: https://bit.ly/3ldnbWm 🔔 Subscribe me for Free Videos: https://bit.ly/34wN6T6 🤑 Get in touch for Promotion: [email protected] ✍️🏆🏅🎁🎊🎉✌️👌⭐⭐⭐⭐⭐ ENROLL in My Highest Rated Udemy Courses to 🔑 Crack Data Science Interviews and Jobs 🏅🎁 Python for Machine Learning: A Step-by-Step Guide | Udemy Course Link: https://bit.ly/ml-ds-project 🎁🎊 Deep Learning for Beginners with Python Course Link: https://bit.ly/dl-with-python 📚 📗 Natural Language Processing ML Model Deployment at AWS Course Link: https://bit.ly/bert_nlp 📊 📈 Data Visualization in Python Masterclass: Beginners to Pro Course Link: https://bit.ly/udemy95off_kgptalkie 📘 📙 Natural Language Processing (NLP) in Python for Beginners Course Link: https://bit.ly/intro_nlp 🎉✌️ Advanced Natural Language and Image Processing Projects | Udemy Course Link: https://bit.ly/kgptalkie_ml_projects 📈 📘 Python for Linear Regression in Machine Learning Course Link: https://bit.ly/regression-python 📙📊 R 4.0 Programming for Data Science || Beginners to Pro Course Link: http://bit.ly/r4-ml ✍️🏆 Introduction to Spacy 3 for Natural Language Processing Course Link: https://bit.ly/spacy-intro