Michael Ludwig's starred repositories
langchain-chatbot
Examples of chatbot implementations with Langchain and Streamlit
promptoftheyear
In the evolving world of Large Language Models (LLMs), crafting effective prompts has become an essential skill. That's why I've created this collection, showcasing the most impactful prompts of the year across various intriguing domains. 🌐
guidance-for-natural-language-queries-of-relational-databases-on-aws
Demonstration of Natural Language Query (NLQ) of an Amazon RDS for PostgreSQL database, using SageMaker JumpStart, Amazon Bedrock, LangChain, Streamlit, and Chroma.
llama_index
LlamaIndex is a data framework for your LLM applications
msal_streamlit_authentication
MSAL Streamlit Component
cMenu-Plugin
An Obsidian.md plugin that adds a minimal text editor modal for a smoother writing/editing experience ✍🏽.
sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
aws-lambda-web-adapter
Run web applications on AWS Lambda
Amazon-Bedrock-Chat-POC
This is sample code demonstrating the use of Amazon Bedrock and Generative AI to implement a ChatGPT alternative. The application is constructed with a simple streamlit frontend where users can input zero shot prompt requests to satisfy a broad range of use cases.
B.AwsCdkParallel
Enables parallel stack deployments for AWS CDK tool.
gitlab-ci-local
Tired of pushing to test your .gitlab-ci.yml?
semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
gpt-crawler
Crawl a site to generate knowledge files to create your own custom GPT from a URL
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
generative-ai-on-aws
Generative AI on AWS