I'm Pamela Fox, a Cloud Advocate in Python at Microsoft. 🐍 ☁️

Upcoming talks

• Python + AI Weekly Office Hours
• Azure Cosmos DB Conference (Virtual)
• Host your agents on Foundry (livestream series)
• AgentCon Sillicon Valley
• Code with Claude
• SF Python
• PyCon US
• Posette (Virtual)
• Microsoft Build (SF)

Azure-related samples

Tables	Python libraries	Azure services	AZD?	AI?
python-agentframework-demos	agent-framework	Azure OpenAI	✅	✅
python-foundryagent-demos	azure-ai-projects	Foundry Agents, AI Search	✅	✅
issue-triager-agent	Langgraph	OpenAI	✅	✅
postgresql-extension-playground	None	PostgreSQL Flexible Server	✅	✅
secure-ai-app-build-demo	OpenAI	Azure OpenAI, Container Apps, Front Door, VNet	✅	✅
python-ai-agent-frameworks-demos	Many!	Azure AI	✅	✅
nim-on-azure-serverless-gpus-demos	Many!	Azure Container Apps Serverless GPUs	-	✅
deepseek-python	Azure AI, Quart	Container Apps, Azure 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	✅	✅
aisearch-openai-rag-audio	Azure Search SDK	Azure AI Search, Azure OpenAI, Container Apps	✅	✅
image-search-aisearch	Azure Search SDK	Azure AI Search, Azure AI Vision, Container Apps	✅	✅
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	✅	✅
containerapps-builtinauth-bicep	Flask	Container Apps, Microsoft Entra	✅	-
appservice-builtinauth-bicep	Flask	App Service, Microsoft Entra	✅	-
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	-	✅
vector-embeddings-demos	OpenAI, hnswlib	Azure OpenAI	✅	✅
ai-quality-safety-demos	OpenAI, Azure AI Evaluations	Azure OpenAI, Azure AI Project	✅	✅
azure-openai-keyless	OpenAI	Azure OpenAI	✅	✅
azure-postgres-pgvector-python	pgvector	PostgreSQL Flexible Server	✅	-
rag-with-azure-ai-search-notebooks	openai	Azure AI Search	-	-
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	✅	-

MCP related samples

• python-mcp-demos: FastMCP with stdio/HTTP transports, agent integration, and deployment to Azure Container Apps
• py-ai-mcp-tool-schemas: FastMCP tool schemas: Evaluations of different schemas for different agents (PydanticAI, Copilot SDK)
• azure-cosmosdb-identity-aware-mcp-server: FastMCP server with Entra ID for user login and Cosmos DB for user data storage
• mcp-sdk-functions-hosting-python: FastMCP server that can be deployed to Azure Functions+APIM

Personal agentic helpers

• personal-linkedin-agent: An agent to manage my LinkedIn account, using PydanticAI and Playwright
• github-repo-maintainer-agent: An agent for managing updates to my GitHub repos
• office-hours-writeups: Tools to turn office hours recordings into writeups
• presentation-writeups: Tools to turn presentations into writeups

Python templates with devcontainers

These are designed for easy use with the VS Code Dev Containers extension or GitHub 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

Educational tools build with Pyodide (in-browser Python):

• python-code-element: A custom HTML element for editing Python code, used throughout proficientpython.com.
• 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.

Frontend packages

• lscache: A library for localStorage with a memcache-inspired API.
• ndjson-readablestream: A small JS package for reading a ReadableStream of NDJSON.
• 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.

🏳️‍🌈 Happy Pride! 🏳️‍🌈 May everyone love freely. 👩🏽‍❤️‍💋‍👩🏼 👨🏼‍❤️‍👨🏿 👩🏻‍❤️‍👨🏼