Farshid/Ashouri

ai

25 posts tagged “ai”.

  1. 2025

  2. Learn Neural Networks

    Flash Cards ========== Flash Cards (basics) Videos ========= Neural Network From Scratch In Python The spelled-out intro to neural networks and backpropagation: building micrograd

    nn neural_networks ai ml machine_learning
    1 min read

  3. A shell script for running Go one-liners

    bitfield/script is a really neat Go project: it tries to emulate shell scripting using Go chaining primitives, so you can run code like this: To achieve the same thing as: A comment from on Hacker…

    go bash shell scripting cli
    2 min read

  4. Configuring GitHub Codespaces using devcontainers

    GitHub Codespaces provides full development environments in your browser, and is free to use with anyone with a GitHub account.

    github codespaces devcontainers python vscode
    3 min read

  5. Embedding paragraphs from my blog with E5-large-v2

    Xeophon suggested that E5-large-v2 as an embedding model that was worth a closer look. It's an interesting model. It's trained to match queries against passages of text.

    llm embeddings ai nlp python
    6 min read

  6. A simple two column CSS grid

    I decided to use CSS grids for this. I started with GPT-4. My prompt: HTML and CSS to display a grid of four images, each with a paragraph caption below the image - use figcaption The 2x2 grid should…

    css grid html web-development gpt-4
    2 min read

  7. Combined release notes from GitHub with jq and paginate-json

    Matt Holt asked: Is there a tool that uses the GitHub API to generate a doc with all release notes from a repo?

    github api release-notes jq cli
    2 min read

  8. Generating OpenAPI specifications using GPT-3

    I wanted to start playing around with OpenAPI. I decided to see if I could get GPT-3 to generate the first version of a specification for me.

    openapi api gpt-3 ai code-generation
    1 min read
  9. 2024

  10. Exploring OpenAI's deep research API model o4-mini-deep-research

    I was reviewing some older PRs and landed this one by Manuel Solorzano adding pricing for o4-mini-deep-research and o3-deep-research to my llm-prices.com site.

    openai llm api research ai
    1 min read

  11. Calculating the size of all LFS files in a repo

    I wanted to know how large the deepseek-ai/DeepSeek-V3-Base repo on Hugging Face was without actually downloading all of the files. With some help from Claude, here's the recipe that worked.

    git git-lfs cli bash awk
    1 min read

  12. Collecting replies to tweets using JavaScript

    I ran a survey on Twitter the other day to try and figure out what people mean when they use the term "agents" with respect to AI.

    twitter javascript scraping dom llm
    1 min read

  13. Exploring ColBERT with RAGatouille

    I've been trying to get my head around ColBERT. ColBERT is a fast and accurate retrieval model, enabling scalable BERT-based search over large text collections in tens of milliseconds.

    llm colbert ragatouille embeddings ai
    5 min read

  14. Calculating embeddings with gtr-t5-large in Python

    I've long wanted to run some kind of large language model on my own computer. Now that I have a M2 MacBook Pro I'm even more keen to find interesting ways to keep all of those CPU cores busy.

    python embeddings llm ai nlp
    4 min read

  15. Back-dating Git commits based on file modification dates

    https://www.w3.org/History/1991-WWW-NeXT/Implementation/ It's served up as a browseable Apache directory listing, but that's not the most delightful way to browse code - clicking a link to a file…

    git cli python automation history
    2 min read

  16. A script to capture frames from a QuickTime video

    I was putting together some notes for a talk I gave, and I wanted an efficient way to create screenshots of specific moments in a video of that talk.

    quicktime video ffmpeg zsh applescript
    2 min read

  17. A simple Python wrapper for the ChatGPT API

    OpenAI released an API for ChatGPT yesterday. It's 1/10th of the price of the model! Their official openai Python package has been upgraded to add support for it (in this commit).

    python openai chatgpt api wrapper
    1 min read

  18. Assistance with release notes using GitHub Issues

    I like to write the release notes for my projects by hand, but sometimes it can be useful to have some help along the way. Today I figured out this recipe.

    github release-notes git cli llm
    2 min read

  19. Guessing Amazon image URLs using GitHub Copilot

    I was experimenting with the new Readwise export API and it gave me back the following JSON: The image URL produced a tiny little image - this one: I wanted to get back a bigger version of that image.

    github-copilot ai amazon image-urls productivity
    1 min read

  20. Creating desktop backgrounds using Midjourney

    I decided to create a new desktop background for my Mac using Midjourney. My laptop has a 16:10 aspect ratio and a retina screen, so I wanted as high a resolution image as possible.

    midjourney ai generative-art image-generation desktop
    1 min read
  21. 2023

  22. GitHub OAuth for a static site using Cloudflare Workers

    My tools.simonwillison.net site is a growing collection of small HTML and JavaScript applications hosted as static files on GitHub Pages.

    github oauth cloudflare workers javascript
    6 min read

  23. GPT-4 for API design research

    I came up with a really useful prompt for GPT-4 today. I was considering options for refactoring how Datasette's core view functions work, and was contemplating alternative ways to dispatch to…

    gpt-4 ai api-design web-frameworks programming
    1 min read