Pamela Fox's repositories
python-project-template
A Github template repository for a Python project with support for Codespaces, devcontainer, and Github Actions.
python-openai-demos
A series of short examples using the OpenAI SDK
fastapi-azure-function-apim
A FastAPI app that is designed for deployment to Azure Functions with an API Management Policy.
recursive-visualizations
An online tool to visualize recursive JS functions step-by-step as a tree.
ollama-python-playground
A dev container with ollama and ollama examples with the Python OpenAI SDK
postgresql-playground
A dev container for PostgreSQL with SQLAlchemy
openai-messages-token-helper
A utility library for dealing with token counting for messages sent to an LLM (currently OpenAI models only)
python-web-apps
Teaching materials about Python Web Apps - slides and links to samples.
simple-fastapi-container
A simple FastAPI app that is containerized and designed for development on Azure Container Apps.
staticmaps-function
A FastAPI that can generate maps using the py-staticmaps package. Designed for deployment to Azure Functions + Azure CDN, using the Azure Developer CLI and Bicep files.
flask-surveys-container-app
An example Flask app for public surveys (no user auth) designed to be run inside Docker and deployed to Azure Container Apps with the Azure Developer CLI.
azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
my-py-talks
My Python talks
simple-flask-api-container
A simple Flask API app that is containerized and designed for development on Azure Container Apps.
flask-db-quiz-example
A Python Flask web app serving a quiz with high scores (made for demo purposes). Designed for deployment to Azure App Service with Azure Developer CLI.
flask-charts-api-container-app
An example Flask app for a chart generator API designed to be run inside Docker and deployed to Azure Container Apps with the Azure Developer CLI.
simple-flask-api-azure-function
Simple HTTP API using Flask framework, deployed to Azure Functions using Azure Developer CLI.
flask-gallery-container-app
An example Flask app for a photo gallery designed to be run inside Docker and deployed to Azure Container Apps with the Azure Developer CLI.
simple-flask-server-container
A simple Python Flask server (classroom example). Designed to be run with Docker locally and deployed to Azure Container Apps.
Phi-3CookBook
This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks.
scikitlearn-model-to-fastapi-app
A project that turns a scikit-learn model into a FastAPI function. Designed for deployment using the Azure Developer CLI (azd).
ai-chat-protocol
A library + API spec for easily building and evaluating AI chat applications.
msdocs-fastapi-postgresql-sample-app-main
Deploy a Python FastAPI web app with PostgreSQL in Azure
ollama
Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.
uvicorn-worker
Uvicorn worker for Gunicorn! :sparkles: