pamela fox's blog posts
Here are the posts I've written on my personal blog. You can also filter by these tags: khanacademy, eatdifferent, musicvideo, developerexperience, phonegap, gwt, github, django, php, bootstrap, apidesign, bicep, motherhood, diy, anxiety, flask, backbone, social, girldevelopit, gmaps, css, language, workflow, pytest, apis, performance, zepto, teaching, socialanxiety, rag, buddhism, devcontainer, appengine, coursera, gears, python, accessibility, google, vscode, javascript, jquery, azure, fastapi, openai.
- pgvector for Python developers
- RAG on a database table with PostgreSQL
- Doing RAG? Vector search is *not* enough
- Truncating conversation history for OpenAI chat completions
- Evaluating RAG chat apps: Can your app say "I don't know"?
- RAG techniques: Function calling for more structured retrieval
- RAG techniques: Cleaning user questions with an LLM
- Evaluating a RAG chat app: Approach, SDKs, and Tools
- Using FastAPI for an OpenAI chat backend
- Using llamafile for local dev for an OpenAI Python web app
- Best practices for OpenAI Chat apps: Go Keyless
- Best practices for OpenAI Chat apps: Streaming UI
- Best practices for OpenAI Chat apps: Concurrency
- Mocking async openai package calls with pytest
- Tips for debugging Flask deployments to Azure App Service
- Streaming ChatGPT with server-sent events in Flask
- Deploying to App Service free tier with Bicep
- Deploying PostgreSQL servers with Bicep
- Adding Microsoft Graph authentication as a Flask Blueprint
- Deploying a containerized FastAPI app to Azure Container Apps
- Hosting Python Web Apps on Azure: A Price-Off
- Writing a static maps API with FastAPI and Azure
- Tips for writing Bicep files for Azure deployment
- Tips for debugging Django deployments to Azure App Service
- FastAPI on Azure Functions with Azure API Management
- Deploying a Django app to Azure with the Azure Developer CLI
- Deploying a containerized Flask app to Azure Container Apps
- Returning an image from an Azure Function App in Python
- Preparing a Django app for deployment on Azure App Service