Simon Willison’s Weblog

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Entries tagged plugins

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Datasette 1.0a8: JavaScript plugins, new plugin hooks and plugin configuration in datasette.yaml

I just released Datasette 1.0a8. These are the annotated release notes.

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Many options for running Mistral models in your terminal using LLM

Mistral AI is the most exciting AI research lab at the moment. They’ve now released two extremely powerful smaller Large Language Models under an Apache 2 license, and have a third much larger one that’s available via their API.

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Datasette Enrichments: a new plugin framework for augmenting your data

Today I’m releasing datasette-enrichments, a new feature for Datasette which provides a framework for applying “enrichments” that can augment your data.

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Execute Jina embeddings with a CLI using llm-embed-jina

Berlin-based Jina AI just released a new family of embedding models, boasting that they are the “world’s first open-source 8K text embedding model” and that they rival OpenAI’s text-embedding-ada-002 in quality.

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Weeknotes: Embeddings, more embeddings and Datasette Cloud

Since my last weeknotes, a flurry of activity. LLM has embeddings support now, and Datasette Cloud has driven some major improvements to the wider Datasette ecosystem.

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Datasette 1.0a4 and 1.0a5, plus weeknotes

Two new alpha releases of Datasette, plus a keynote at WordCamp, a new LLM release, two new LLM plugins and a flurry of TILs.

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Datasette Cloud, Datasette 1.0a3, llm-mlc and more

Datasette Cloud is now a significant step closer to general availability. The Datasette 1.03 alpha release is out, with a mostly finalized JSON format for 1.0. Plus new plugins for LLM and sqlite-utils and a flurry of things I’ve learned.

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Weeknotes: Plugins for LLM, sqlite-utils and Datasette

The principle theme for the past few weeks has been plugins.

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Run Llama 2 on your own Mac using LLM and Homebrew

Llama 2 is the latest commercially usable openly licensed Large Language Model, released by Meta AI a few weeks ago. I just released a new plugin for my LLM utility that adds support for Llama 2 and many other llama-cpp compatible models.

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sqlite-utils now supports plugins

sqlite-utils 3.34 is out with a major new feature: support for plugins.

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Accessing Llama 2 from the command-line with the llm-replicate plugin

The big news today is Llama 2, the new openly licensed Large Language Model from Meta AI. It’s a really big deal:

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Weeknotes: Self-hosted language models with LLM plugins, a new Datasette tutorial, a dozen package releases, a dozen TILs

A lot of stuff to cover from the past two and a half weeks.

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Weeknotes: A bunch of things I learned this week, plus datasette-explain

The Datasette table view refactor, JSON redesign and ?_extra= continues this week, mainly in this ongoing pull request and this tracking issue.

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datasette-scraper, Big Local News and other weeknotes

In addition to exploring the new MusicCaps training and evaluation data I’ve been working on the big Datasette JSON refactor, and getting excited about a Datasette project that I didn’t work on at all.

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Weeknotes: datasette-ephemeral-tables, datasette-export

Most of what I’ve been working on for the past week and a half is already documented:

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Weeknotes: Publishing data using Datasette Cloud

My initial preview releases of Datasette Cloud (the SaaS version of my Datasette open source project) have focused on private data collaboration.

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Weeknotes: Datasette Lite, s3-credentials, shot-scraper, datasette-edit-templates and more

Despite distractions from AI I managed to make progress on a bunch of different projects this week, including new releases of s3-credentials and shot-scraper, a new datasette-edit-templates plugin and a small but neat improvement to Datasette Lite.

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Plugin support for Datasette Lite

I’ve added a new feature to Datasette Lite, my distribution of Datasette that runs entirely in the browser using Python and SQLite compiled to WebAssembly. You can now install additional Datasette plugins by passing them in the URL.

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Weeknotes: datasette-socrata, and the last 10%...

... takes 90% of the work. I continue to work towards a preview of the new Datasette Cloud, and keep finding new “just one more things” to delay inviting in users.

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Useful tricks with pip install URL and GitHub

The pip install command can accept a URL to a zip file or tarball. GitHub provides URLs that can create a zip file of any branch, tag or commit in any repository. Combining these is a really useful trick for maintaining Python packages.

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Pillar Point Stewards, pypi-to-sqlite, improvements to shot-scraper and appreciating datasette-dashboards

This week I helped Natalie launch the Pillar Point Stewards website and built a new tool for loading PyPI package data into SQLite, in order to help promote the excellent datasette-dashboards plugin by Romain Clement.

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Weeknotes: datasette-tiddlywiki, filters_from_request

I made some good progress on the big refactor this week, including extracting some core logic out into a new Datasette plugin hook. I also got distracted by TiddlyWiki and released a new Datasette plugin that lets you run TiddlyWiki inside Datasette.

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Weeknotes: datasette-remote-metadata, sqlite-transform --multi

I mentioned Project Pelican (still a codename until the end of the embargo) last week. This week it inspired a new plugin, datasette-remote-metadata.

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The “await me maybe” pattern for Python asyncio

I’ve identified a pattern for handling potentially-asynchronous callback functions in Python which I’m calling the “await me maybe” pattern. It works by letting you return a value, a callable function that returns a value OR an awaitable function that returns that value.

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Weeknotes: Installing Datasette with Homebrew, more GraphQL, WAL in SQLite

This week I’ve been working on making Datasette easier to install, plus wide-ranging improvements to the Datasette GraphQL plugin.

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GraphQL in Datasette with the new datasette-graphql plugin

This week I’ve mostly been building datasette-graphql, a plugin that adds GraphQL query support to Datasette.

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Fun with binary data and SQLite

This week I’ve been mainly experimenting with binary data storage in SQLite. sqlite-utils can now insert data from binary files, and datasette-media can serve content over HTTP that originated as binary BLOBs in a database file.

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Weeknotes: datasette-copyable, datasette-insert-api

Two new Datasette plugins this week: datasette-copyable, helping users copy-and-paste data from Datasette into other places, and datasette-insert-api, providing a JSON API for inserting and updating data and creating tables.

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Datasette 0.45: The annotated release notes

Datasette 0.45, out today, features magic parameters for canned queries, a log out feature, improved plugin documentation and four new plugin hooks.

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Weeknotes: cookiecutter templates, better plugin documentation, sqlite-generate

I spent this week spreading myself between a bunch of smaller projects, and finally getting familiar with cookiecutter. I wrote about my datasette-plugin cookiecutter template earlier in the week; here’s what else I’ve been working on.

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