Videos on Code and stuff

This video shows Python code for image similarity search - using Qdrant as the Vector Database and a free vision transformer model : ViT Model 'facebook/dino-vits16' This is all free. No need for a paid AI service such as OpenAI. Unlike many tutorials and videos, this uses a custom dataset, rather than the usual ready made one. I have used some Real Estate Property images from a Kaggle collection, but you could just as easily add your own and modify the metadata accordingly. I introduce the project at the start, and then the second half is a sequence of me demonstrating it. 🟢 The process of finding similar images 🔗 https://huggingface.co/blog/image-similarity#the-process-of-finding-similar-images - chapters - 00:00 intro - Real Estate Image Similarity Search 02:32 making a dataset 03:27 metadata 10:21 import dataset 12:22 source image 14:12 run code 16:33 qdrant actix vector database (Docker) 18:48 hugging face usage tips Links: --------- Vision Transformer (ViT) 🔗 https://huggingface.co/docs/transformers/v4.36.1/en/model_doc/vit#overview 🔗 https://huggingface.co/docs/datasets/v1.11.0/loading_datasets.html Qdrant 🔗 https://qdrant.tech/ 🔗 https://qdrant.tech/documentation/concepts/search/ 🔗 https://colab.research.google.com/github/qdrant/examples/blob/master/qdrant_101_image_data/04_qdrant_101_cv.ipynb Pytorch 🔗 https://pytorch.org/get-started/locally/ If you want a fast VPS server with Python installed check out : 🟢 https://webdock.io/en?maff=wdaff--170 Nostr --------- @RngWeb findthatbit@iris.to https://findthatbit.info/ https://redandgreen.co.uk/ #computervision #ai #qdrant

Using anyhow to handle errors with ?

This video covers me discussing neovim, spaced repetition, keybindings, and Rust specific remaps including saving, compiling, and a custom escape with "kj" rather than "esc" . 📌 This is a not a "best practice" video, rather "tips that you may find useful" - chapters - 00:00 intro 04:20 Andy Olsen 05:45 init.vim 11:16 plugins 🔗 https://redandgreen.co.uk/category/rust-programming/ If you're an experienced developer then this may not be suitable for you, but I've tried to make this a video that I would have found useful when starting or switching to learning Rust. 📌 My init.vim file : https://gist.github.com/RGGH/9bf10b5c3ad8df37eb0076814a68a4db You're welcome to copy it, but would recommend making your own from scratch after! 📌 The course I mentioned was by Andy Olsen. Not a promotion, just happened to find his course really good: https://github.com/andyolsen #neovim #rustlang

Demo of using Unit tests in Rust with a Builder pattern. Unit tests are essential for software development because they ensure that individual components of code work correctly. They help identify and fix bugs early, provide documentation for code behaviour, and enable safe code changes by preventing regressions. Ultimately, unit tests enhance code reliability, maintainability, and overall software quality Read about The “Builder” pattern in Rust and Unit tests : https://redandgreen.co.uk/unit-tests-in-rust/rust-programming/ Try the code in Rust Playground : https://play.rust-lang.org/?version=stable&mode=debug&edition=2021&gist=b34543fc23ade0c0e7068adcb1a25acb #rustlang #rustforbeginners

Read a text file using Rust

Do semantic search with Python, LangCain, LLM and Qrant