Philip Patterson's starred repositories
flask-muck
🧹 Flask REST framework for generating CRUD APIs and OpenAPI specs in the SQLAlchemy, Marshmallow/Pydantic application stack.
cdk-eks-blueprints-patterns
Patterns repository for the Amazon EKS Bluepints for CDK
llm-rag-vectordb-python
Explore sample applications and tutorials demonstrating the prowess of Amazon Bedrock with Python. Learn to integrate Bedrock with databases, use RAG techniques, and showcase experiments with langchain and streamlit.
amplify-category-api
The AWS Amplify CLI is a toolchain for simplifying serverless web and mobile development. This plugin provides functionality for the API category, allowing for the creation and management of GraphQL and REST based backends for your amplify project.
amazon-bedrock-quick-start
Learn how to Quickly build Generative AI applications with Amazon Bedrock
amazon-bedrock-agents-quickstart
Learn how to quickly build Agents with Amazon Bedrock
building-gen-ai-agent-on-aws
Building an AWS Solution Architect Agent with Generative AI
python-fm-playground
Explore how you can use Amazon Bedrock with Python in a dynamic environment! It includes a FastAPI app and a Next.js frontend, perfect for learning and experimentation with generative AI on AWS.
amazon-bedrock-custom-langchain-agent
Learn to build custom prompts and tools for LangChain agents
building-gen-ai-apps-with-found-models-workshop
Code for the Generative AI workshop
aws-lambda-and-cqrs-a-winning-combination
Command-Query Responsibility Segregation (CQRS) is often presented as a pattern focused on scaling by separating reads and writes. However, this is an architecture-level pattern that has nothing to do with infrastructure. At AWS re:Invent 2023 session (BOA211) we explored the right way of combining AWS Lambda and CQRS together.
python-fastapi-demo-docker
This Python application leverages FastAPI and Pydantic to provide a high-performance API, bundled with PostgreSQL for data persistence, and is completely refactored for containerization with Docker for smooth deployments.
bookstore-demo-app-with-authz
Authorization is one of the foundational needs when building your applications and services. Learn how, with the help of Cedar and Amazon Verified Permissions, to to add non-trivial authorization rules to your web application.
automate-web-app-amazon-ecs-cdk-codecatalyst
Deploy a containerized python app to Amazon Elastic Container Service using AWS CDK and Amazon CodeCatalyst
jupyter-notebook-ml-batch-amazon-eks
Container-ready Jupyter Notebook application based on a TensorFlow 2.12.0/Python 3.10 image, utilizing XGBoost model training for structured data
the-grad-project
This is the repository where you can download and run notebooks in SageMaker Studio Lab, in partnership with webinars taking place on YouTube.
aiml-like-api-in-your-app
Sample code for adding AI/ML services to your app
compilation-optimization-of-sagemaker
How to Speed Up Open Source LLMs Training and Cut Down Billing Time with Amazon SageMaker
point-to-point-messaging-with-amazon-sqs
Companion repository for the tutorial Point-to-Point Messaging with AWS Lambda
request-response-with-amazon-api-gateway
Companion repository for the tutorial Request-Response with Amazon API Gateway and AWS Lambda
serverless-python-document-sorting
Code example from Winging It Live S1E1, serverless document sorting