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 opensource.creativecommons.org
How to politely crawl and analyze 500 million images Creative Commons Open Source
| | alden.page
alden.page
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| | [AI summary] A detailed technical guide on building a high-performance, distributed, and polite image crawler using Python, asyncio, Redis, and Kafka to index hundreds of millions of Creative Commons images.
| | vickiboykis.com
Retro on Viberary | Vicki Boykis
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| | [AI summary] The text provides an in-depth account of the development and deployment of a semantic search application called Viberary, focusing on its design, challenges, and lessons learned. The author details the entire process, from initial data exploration and model selection to production deployment using Docker, DigitalOcean, and load balancing. Key takeaways include the importance of a testable prototype, careful hyperparameter management, and the benefits of using DigitalOcean over larger cloud providers. The text also highlights the difficulty of semantic search and the need for algorithmic fine-tuning across machine learning, UI, and deployment processes. The author emphasizes reproducible environments, efficient Docker practices, and the value of ...
| | arunrocks.com
3 Effective Examples of Django Async Views without Sleeping ยท Arunrocks
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| | A blog by Arun Ravindran, author and speaker, about Python, Django and other curious things.
| | earthly.dev
Docker and Rails: Running Ruby on Rails with Docker - Earthly Blog
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| Learn how to run a Ruby on Rails application inside a Docker container and discover best practices for building Docker images. This tutorial covers...