Elsewhere
Release TIL Research Tool Museum Sighting Comment
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TIL
Running multiple servers in a single Bash script
— I spotted [this script](https://github.com/varunshenoy/opendream/blob/main/run_opendream.sh) that starts the [opendream](https://github.com/varunshenoy/opendream) appication running both a Python `uvicorn` server and a `npm run start` script and it intrigued me - was it this easy to have a single Bash script run two servers? They were both started in the background with `&`, like this:
TIL
Processing a stream of chunks of JSON with ijson
— A follow-up to [Using OpenAI functions and their Python library for data extraction](https://til.simonwillison.net/gpt3/openai-python-functions-data-extraction) and [Using the ChatGPT streaming API from Python](https://til.simonwillison.net/gpt3/python-chatgpt-streaming-api). If I have a stream of chunks of a larger JSON document, how can I output full individual JSON objects as soon as they are available?
TIL
Building a blog in Django
— We launched the [Datasette Cloud blog](https://www.datasette.cloud/blog/) today. The Datasette Cloud site itself is a Django app - it uses Django and PostgreSQL to manage accounts, teams and soon billing and payments, then launches dedicated containers running Datasette for each customer.
TIL
Storing and serving related documents with openai-to-sqlite and embeddings
— I decide to upgrade the related articles feature on my TILs site. Previously I calculated these [using full-text search](https://til.simonwillison.net/sqlite/related-content), but I wanted to try out a new trick using OpenAI embeddings for document similarity instead.
TIL
Combined release notes from GitHub with jq and paginate-json
— Matt Holt [asked](https://twitter.com/mholt6/status/1690177417393135616):
TIL
Catching up with the Cosmopolitan ecosystem
— I caught up with some of the latest developments in the ecosystem around Justine Tunney's [cosmopolitan](https://github.com/jart/cosmopolitan) and Actually Portable Executable (APE) projects this week. They are _absolutely fascinating_.
TIL
Running a Django and PostgreSQL development environment in GitHub Codespaces
— Helping people setup development environments (and fix them when they break) can be incredibly frustrating. I'm really excited about cloud-based development environments such as [GitHub Codespaces](https://github.com/features/codespaces) for exactly this reason - I love the idea that you can get a working environment by clicking a green button, and if it breaks you can throw it away and click the button again to get a brand new one.
TIL
Scroll to text fragments
— I ran a Google search this morning for `s3-credentials simon willison` and when I clicked on the top result it jumped me to a highlighted snippet of text on the page, despite that page not having relevant anchor links.
TIL
Checking if something is callable or async callable in Python
— I wanted a mechanism to check if a given Python object was "callable" - could be called like a function - or "async callable" - could be called using `await obj()`.
TIL
axe-core and shot-scraper for accessibility audits
— I just watched a talk by [Pamela Fox](https://www.pamelafox.org/) at [North Bay Python](https://2023.northbaypython.org/) on Automated accessibility audits. The video should be [up within 24 hours](https://www.youtube.com/@NorthBayPython/videos).
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