EkohlmeyerDeploying a Streamlit Web App on AWS with Authentication using AWS Cognito: A Comprehensive GuideLearn how to deploy a Streamlit web app on AWS with authentication using AWS Cognito, and follow along with a runnable example on GitHub!4 min read·Jul 1, 2023----
QwakinInferCI/CD for Machine Learning in 2024: Best Practices to Build, Test, and DeployExplore best practices for CI/CD in Machine Learning in 2024. Learn to build, test, and deploy ML models efficiently with expert…18 min read·Dec 27, 2023--11--11
Vasanth SConversational AI: Chat with your documents 📚 using Llama2 🦙, AWS SageMaker 🧠, LangChain 🦜️🔗…An interactive web application powered by large language model to chat with documents11 min read·Jul 31, 2023--3--3
Ryan NguyenBuild Powerful Document Embedding in Production: the AWS SageMaker + Multi-threading wayLeveraging SageMaker Job and Multi-threading Technique for Scalability·10 min read·Aug 21, 2023--1--1
Luis ValenciainPython in Plain EnglishCreating a Llama2 Managed Endpoint in Azure ML and Using it from LangchainPart 1: A step-by-step guide to creating a Llama2 model in Azure ML.·6 min read·Aug 3, 2023--4--4
Thom LaneStreamlit on AWS: a fully-featured solution for Streamlit deployments.Sample AWS CloudFormation template & code included.6 min read·Jun 29, 2020--2--2
WoyeraHow to use a Large Language Model (LLM) with an API on AWSA great alternative to OpenAI. Learn how to host and use your own LLM AI on AWS5 min read·Jun 21, 2023--1--1
Sergei SavvovinBetter Programming7 Frameworks for Serving LLMsFinally, a comprehensive guide into LLMs inference and serving with detailed comparison.14 min read·Aug 11, 2023--17--17
