Simon Willison’s Weblog

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Items tagged projects in Sep

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LLM 0.11. I released LLM 0.11 with support for the new gpt-3.5-turbo-instruct completion model from OpenAI.

The most interesting feature of completion models is the option to request “log probabilities” from them, where each token returned is accompanied by up to 5 alternatives that were considered, along with their scores. # 19th September 2023, 3:28 pm

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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Build an image search engine with llm-clip, chat with models with llm chat

LLM is my combination CLI tool and Python library for working with Large Language Models. I just released LLM 0.10 with two significant new features: embedding support for binary files and the llm chat command.

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Symbex 1.4. New release of my Symbex tool for finding symbols (functions, methods and classes) in a Python codebase. Symbex can now output matching symbols in JSON, CSV or TSV in addition to plain text.

I designed this feature for compatibility with the new “llm embed-multi” command—so you can now use Symbex to find every Python function in a nested directory and then pipe them to LLM to calculate embeddings for every one of them.

I tried it on my projects directory and embedded over 13,000 functions in just a few minutes! Next step is to figure out what kind of interesting things I can do with all of those embeddings. # 5th September 2023, 5:29 pm

LLM now provides tools for working with embeddings

LLM is my Python library and command-line tool for working with language models. I just released LLM 0.9 with a new set of features that extend LLM to provide tools for working with embeddings.

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Weeknotes: Datasette Cloud preview invitations

This week I finally started sending out invitations for people to try out the preview of the new Datasette Cloud, my SaaS offering for Datasette.

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A tool to run caption extraction against online videos using Whisper and GitHub Issues/Actions

I released a new project this weekend, built during the Bellingcat Hackathon (I came second!) It’s called Action Transcription and it’s a tool for caturing captions and transcripts from online videos.

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Exploring 10m scraped Shutterstock videos used to train Meta’s Make-A-Video text-to-video model

Make-A-Video is a new “state-of-the-art AI system that generates videos from text” from Meta AI. It looks incredible—it really is DALL-E / Stable Diffusion for video. And it appears to have been trained on 10m video preview clips scraped from Shutterstock.

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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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Open every CSV file in a GitHub repository in Datasette Lite (via) I built an Observable notebook that accepts a GitHub repository as input, scans it for CSV files and generates a link to open all of those CSV files in Datasette Lite. # 1st September 2022, 7:24 pm

Weeknotes: CDC vaccination history fixes, developing in GitHub Codespaces

I spent the last week mostly surrounded by boxes: we’re completing our move to the new place and life is mostly unpacking now. I did find some time to fix some issues with my CDC vaccination history Datasette instance though.

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Weeknotes number 100

This entry marks my 100th weeknotes, which I’ve managed to post once a week (plus or minus a few days) consistently since 13th September 2019.

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Datasette Desktop 0.2.0: The annotated release notes

Datasette Desktop is a new macOS desktop application version of Datasette, an “open source multi-tool for exploring and publishing data” built on top of SQLite. I released the first version last week—I’ve just released version 0.2.0 (and a 0.2.1 bug fix) with a whole bunch of critical improvements.

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Datasette Desktop—a macOS desktop application for Datasette

I just released version 0.1.0 of the new Datasette macOS desktop application, the first version that end-users can easily install. I would very much appreciate your help testing it out!

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Datasette Desktop 0.1.0 (via) This is the first installable version of the new Datasette Desktop macOS application I’ve been building. Please try it out and leave feedback on Twitter or on the GitHub Discussions thread linked from the release notes. # 8th September 2021, 5:14 am

datasette-dateutil (via) New Datasette plugin exposing date/time parsing custom SQL functions powered by the classic dateutil Python library. # 28th September 2020, 12:33 am

Weeknotes: software carpentry, compiling modules for SQLite

This week I completed the Software Carpentry instructor training course, added two foundational features to sqlite-utils and learned how to compile modules for SQLite.

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Refactoring databases with sqlite-utils extract

Yesterday I described the new sqlite-utils transform mechanism for applying SQLite table transformations that go beyond those supported by ALTER TABLE. The other new feature in sqlite-utils 2.20 builds on that capability to allow you to refactor a database table by extracting columns into separate tables. I’ve called it sqlite-utils extract.

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Executing advanced ALTER TABLE operations in SQLite

SQLite’s ALTER TABLE has some significant limitations: it can’t drop columns (UPDATE: that was fixed in SQLite 3.35.0 in March 2021), it can’t alter NOT NULL status, it can’t change column types. Since I spend a lot of time with SQLite these days I’ve written some code to fix this—both from Python and as a command-line utility.

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Weeknotes: datasette-seaborn, fivethirtyeight-polls

This week I released Datasette 0.49 and tinkered with datasette-seaborn, dogsheep-beta and polling data from FiveThirtyEight.

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Datasette 0.49: The annotated release notes

Datasette 0.49 is out. Some notes on what’s new.

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Weeknotes: airtable-export, generating screenshots in GitHub Actions, Dogsheep!

This week I figured out how to populate Datasette from Airtable, wrote code to generate social media preview card page screenshots using Puppeteer, and made a big breakthrough with my Dogsheep project.

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Render Markdown tool (via) I wrote a quick JavaScript tool for rendering Markdown via the GitHub Markdown API—which includes all of their clever extensions like tables and syntax highlighting—and then stripping out some extraneous HTML to give me back the format I like using for my blog posts. # 3rd September 2020, 12:08 am

Weeknotes: Design thinking for journalists, genome-to-sqlite, datasette-atom

I haven’t had much time for code this week: we’ve had a full five day workshop at JSK with Tran Ha (a JSK alumni) learning how to apply Design Thinking to our fellowship projects and generally to challenges facing journalism.

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genome-to-sqlite. I just found out 23andMe let you export your genome as a zipped TSV file, so I wrote a little Python command-line tool to import it into a SQLite database. # 19th September 2019, 3:58 pm

Weeknotes: ONA19, twitter-to-sqlite, datasette-rure

I’ve decided to start writing weeknotes for the duration of my JSK fellowship. Here goes!

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sqlite-utils 1.11. Amjith Ramanujam contributed an excellent new feature to sqlite-utils, which I’ve now released as part of version 1.11. Previously you could enable SQLite full-text-search on a table using the .enable_fts() method (or the “sqlite-utils enable-fts” CLI command) but it wouldn’t reflect future changes to the table—you had to use populate_fts() any time you inserted new records. Thanks to Amjith you can now pass create_triggers=True (or --create-triggers) to cause sqlite-utils to automatically add triggers that keeps the FTS index up-to-date any time a row is inserted, updated or deleted from the table. # 3rd September 2019, 1:05 am

Welcome to Lanyrd | The Lanyrd Blog. We’ve started a blog for Lanyrd, our social conference directory project. We’re off to a great start: “Lanyrd is now listing 1,508 conferences and 5,167 individual speaker profiles. 5,637 people have signed in to the site and made 13,293 edits to our data.” # 11th September 2010, 9:32 pm

Django ponies: Proposals for Django 1.2

I’ve decided to step up my involvement in Django development in the run-up to Django 1.2, so I’m currently going through several years worth of accumulated pony requests figuring out which ones are worth advocating for. I’m also ensuring I have the code to back them up—my innocent AutoEscaping proposal a few years ago resulted in an enormous amount of work by Malcolm and I don’t think he’d appreciate a repeat performance.

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csrf_protect.php. A PHP class for applying CSRF protection to existing PHP applications, using output buffering to rewrite any POST forms on a page. Heavily inspired by Django’s CSRF middleware. Tell me if you spot any bugs! # 24th September 2008, 2:52 pm