Simon Willison
Aug 12
alchemy-utils 0.1a0
Release: alchemy-utils 0. 1a0 I've long pondered what a database agnostic version of my sqlite-utils Python library and CLI utility might look like.
alchemy-utils 0.1a1
Release: alchemy-utils 0. 1a1 Performance boost for DuckDB exports and CSV imports, see here .
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Simon Willison
3d ago
Mojo🔥 is now open source
Mojo🔥 is now open source The Mojo programming language has been promising an open source release since May 2023 . Last week they shipped their 1.
arXiv Machine Learning
3d ago
PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns
arXiv:2608. 14742v1 Announce Type: cross Abstract: Pandas has emerged as the de facto library for data processing and machine learning, widely used for tasks, such as data loading, transformation, and analysis.
arXiv AI
Aug 11
Back to the Future: A workbook time machine for spread sheet creation benchmarks
arXiv:2608. 07873v1 Announce Type: new Abstract: We introduce the workbook time machine, a pipeline that automatically creates benchmarks evaluating the ability of language models to create derived objects in spreadsheets (formulas, charts, pivot tables, and conditional formatting).
arXiv AI
Jul 28
SetGo: Metadata Readiness for Scientific AI Datasets
arXiv:2607. 22677v1 Announce Type: cross Abstract: Scientific datasets intended for AI use require both computational readiness for model training and metadata readiness for discovery, sharing, and reuse.
arXiv AI
Aug 3
ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction
arXiv:2607. 29677v1 Announce Type: new Abstract: Enterprise workflows increasingly rely on agents for \emph{schema-guided extraction}: given a document and a user-defined schema, the agent faithfully follows the schema to produce the correct output with source evidence as grounding metadata.
Simon Willison
1d ago
A shot-scraper-style JSON API on Bun 1.4's new Bun.WebView
Research: A shot-scraper-style JSON API on Bun 1. 4's new Bun.
Towards Data Science
Jun 8
Increase Recommendation Systems’ Precision with LLMs, Using Python
This is how LLMs are used today to increase precision in recommendation systems The post Increase Recommendation Systems’ Precision with LLMs, Using Python appeared first on Towards Data Science .
Simon Willison
Aug 10
Introducing Muse Glimmer
Introducing Muse Glimmer Meta are back in the open weights game! Muse Glimmer is a brand new 30B model under a clean Apache 2.
arXiv AI
Aug 6
CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications
arXiv:2608. 04942v1 Announce Type: cross Abstract: CheMLFlow is an open-source platform for building and executing end-to-end, high-throughput, and agentic workflows for scientific and technological applications.
Simon Willison
Aug 13
sqlite-utils 4.2
Release: sqlite-utils 4. 2 Lots of improvements in this one relating to the table.
arXiv AI
Jul 17
Copy-on-Write Scoring: Application-Specific Agent Evaluations
arXiv:2607. 14336v1 Announce Type: cross Abstract: Trustworthy deployment of LLM-based agents in software systems requires evaluating how they perform on application-specific workflows, with enough granularity to localize where they succeed and fail.