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GUIs for Local LLMs with RAG
Running local LLMs with Ollama, LMStudio, Open WebUI, and others for private and secure chat, vibe coding, image analysis, and "chat with your…
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Stephen Turner
Exploring the bioRxiv API with R, httr2, rvest, tidytext, and Datawrapper
Collect metadata and publication details for >200k preprints over a 10 year period, investigate trends, and scrape full text for sentiment analysis
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Stephen Turner
Write code in unfamiliar territory with AI
I used Claude to build a Chrome extension to add a post-to-Bluesky button on bioRxiv. I've never written Javascript or a Chrome extension before. It…
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Stephen Turner
Turn any webpage into markdown for LLM-friendly input
Add r.jina.ai/ in front of any URL to turn the entire page into Markdown for LLM-friendly input. Works on PDFs too.
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Stephen Turner
TIL: dplyr::mutate()'s .keep argument
Use the .keep argument in dplyr::mutate() to control which variables to retain after mutating to create new variables.
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Stephen Turner
Build a Python CLI with Click+Cookiecutter
Demonstration for how to build a Python command line utility with Click using a Cookiecutter project template, and how to publish to PyPI and Docker Hub
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Stephen Turner
Use nanoparquet instead of readr/CSV
Parquet is interoperable between Python and R, fast to read+write, works well with databases, and stores complex data types (e.g., tibble listcols). Use…
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Stephen Turner
DuckDB vs dplyr vs base R
Using DuckDB in R to analyze 100 million rows of data in 3 seconds
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Stephen Turner
Learning in Public
A short essay on writing about what you're learning
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Stephen Turner
Excalidraw: create and share workflow diagrams with end-to-end encryption
Excalidraw might be my new go-to open-source tool over draw.io for creating and sharing workflow diagrams. It's simple, fast, aesthetically pleasing…
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Stephen Turner
Illuminate preprints with an AI-generated podcast discussion
Listen now | Google's new Illuminate tool takes a PDF from arXiv and generates a short podcast discussion on the paper's key points
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Stephen Turner
43:17
Create a free Llama 3.1 405B-powered chatbot on a GitHub repo in <1 min
How to create and deploy a free GPT4-class chatbot on HuggingFace Assistants for any GitHub repo, using an R package as an example, in less than 60…
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Stephen Turner
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