I'm Pamela Fox, a Cloud Advocate in Python at Microsoft. 🐍 ☁️
Upcoming talks: RAG Deep Dive series
If you're looking to get started with Python or AI on Azure, here are Azure-related repositories that I maintain:
| Tables | Python libraries | Azure services | AZD? | AI? |
|---|---|---|---|---|
| rag-postgres-openai-python | OpenAI, FastAPI, pgvector | Container Apps, Azure OpenAI, PostgreSQL Flexible Server | ✅ | ✅ |
| azure-search-openai-demo | OpenAI, Quart | App Service, Azure AI Search | ✅ | ✅ |
| openai-chat-vision-quickstart | OpenAI, Quart | Azure OpenAI, Container Apps, Container Registry | ✅ | ✅ |
| openai-chat-app-quickstart | OpenAI, Quart | Azure OpenAI, Container Apps, Container Registry | ✅ | ✅ |
| openai-chat-app-entra-auth-local | OpenAI, Quart, Quart-Session, MSAL | Azure OpenAI, Microsoft Entra, Azure Cache for Redis, Container Apps | ✅ | ✅ |
| openai-chat-app-entra-auth-builtin | OpenAI, Quart | Azure OpenAI, Microsoft Entra, Container Apps | ✅ | ✅ |
| azure-openai-entity-extraction | OpenAI, BeautifulSoup, PyMuPDF | Azure OpenAI | ✅ | ✅ |
| openai-chat-backend-fastapi | OpenAI, FastAPI | Container Apps, Container Registry | ✅ | ✅ |
| python-openai-demos | OpenAI | Azure OpenAI | - | ✅ |
| azure-openai-keyless | OpenAI | Azure OpenAI | ✅ | ✅ |
| azure-postgres-pgvector-python | pgvector | PostgreSQL Flexible Server | ✅ | - |
| rag-with-azure-ai-search-notebooks | openai | Azure AI Search | - | - |
| langfuse-on-azure | - | Container Apps, PostGres Flexible Server | ✅ | ✅ |
| flask-charts-api-container-app | Flask, APIFlask, gunicorn | Container Apps, Container Registry, CDN | ✅ | - |
| flask-gallery-container-app | Flask, gunicorn | Container Apps, Container Registry, CDN | ✅ | - |
| flask-surveys-container-app | Flask, gunicorn, SQLAlchemy, psycopg2 | Container Apps, Container Registry, PostGres Flexible Server, Key Vault | ✅ | - |
| simple-flask-api-container | Flask | Container Apps, Container Registry | ✅ | - |
| simple-flask-server-container | Flask | Container Apps, Container Registry | ✅ | - |
| staticmaps-function | FastAPI, py-staticmaps, OpenTelemetry | Functions, CDN | ✅ | - |
| simple-fastapi-container | FastAPI | Container Apps | ✅ | - |
| fastapi-azure-function-apim | FastAPI | Functions, API Managament | ✅ | - |
| fastapi-on-azure-functions | FastAPI | Functions | ✅ | - |
| regression-model-azure-demo | FastAPI, scikit-learn | Functions | ✅ | - |
| msdocs-django-postgresql-sample-app-azd | Django, psycopg2, whitenoise | App Service, PostGres Flexible Server, Virtual Network, Key Vault | ✅ | - |
| msdocs-flask-postgresql-sample-app-azd | Flask, psycopg2, SQLAlchemy,Alembic | App Service, PostGres Flexible Server, Virtual Network, Key Vault | ✅ | - |
| django-quiz-app | Django, psycopg2, whitenoise | App Service, PostGres Flexible Server, Key Vault | ✅ | - |
| flask-db-quiz-example | Flask, SQLAlchemy, psycopg2 | App Service, PostGres Flexible Server | ✅ | - |
| simple-flask-server-appservice | Flask | App Service | ✅ | - |
| simple-flask-api-azure-function | Flask | Functions | ✅ | - |
| babybuddy-azure | Django, psycopg2 | Container Applications, PostGres Flexible Server | ✅ | - |
| translation-telephone | Flask, SQLAlchemy, psycopg2 | Bicep, App Service, Cognitive Services (Translator), Key Vault | ✅ | - |
| pamelafox-site | Flask, FrozenFlask | Static Web Apps | ✅ | - |
Here are some non-Azure Python templates that you can open in a devcontainer/Codespaces:
- python-project-template: Support for black, isort, ruff, pre-commit, pytest, and Github actions
- ollama-python-playground: Support for Ollama and Python OpenAI SDK for running SLMs
- sqlalchemy-sqlite-playground: Dev Container with SQLAlchemy package, SQLTools extension
- postgresql-playground: Similar to the SQLite playground, but includes local PostgreSQL setup in Dev Container
- pgvector-playground: Dev Container with PostgreSQL, pgvector extension, and multiple pgvector Python examples
- python-3.10-playground: A simple 3.10 Dev Container
- python-3.11-playground: Ditto, for 3.11
- python-3.12-playground: Ditto, for 3.12
- python-3.13-playground: Ditto, for 3.13
Here are some educational tools I've built with Pyodide (in-browser Python):
- faded-parsons-static: Drag-and-drop style programming problems.
- recursive-visualizations: Visualize recursive Python function call graphs using Graphviz.
- dis-this: Disassemble Python code in the browser.
I've also done a lot of frontend work. My most popular frontend repositories:
- lscache: A library for localStorage with a memcache-inspired API.
- font-previewer-extension: A Chrome extension to preview Google fonts.
- chrome-cards: A series of Chrome extensions with flash cards, based on the Leitner system.
- parallel-demo: A demonstration of parallel programming in the browser using web workers.