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TLDR WEB DEV 2023-10-18
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01GENERAL
02ARTICLES & TUTORIALS
MAKING CRDTS 98% MORE EFFICIENT
ADDRESSING THE CHALLENGES OF SAMPLE RATIO MISMATCH IN A/B TESTING
AN INTRO TO REAL-TIME MACHINE LEARNING
Real-time machine learning uses machine learning models to make real-time predictions. Most companies use machine learning models in some way or another for a variety of reasons. This article covers real-time prediction in depth, including how feature stores work, how real-time prediction works, how to decide what features to query for, and how to populate the feature store.
03OPINIONS & ADVICE
INSTEAD
I AM HAPPY NOT TO BE A WEB DEVELOPER ANYMORE
04LAUNCHES & TOOLS
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AUTOMATED END-TO-END TEST COVERAGE FOR YOUR ENTIRE WEB APP
NODE.JS 21 IS NOW LIVE!
OMNIGRES
Omnigres transforms Postgres into a developer-focused application platform, allowing you to deploy a single database instance to host your entire application and scale as necessary. It offers features like running application logic within or alongside the database, provisioning deployment through Git or containers, supporting various protocols like HTTP and WebSocket, caching, live data updates, and more.
05MISCELLANEOUS
IMPROVE READABILITY WITH POSITIVE BOOLEANS
IS AI ENOUGH TO INCREASE YOUR PRODUCTIVITY?
PDF CHAT WITH NODE.JS, OPENAI, AND MODELFUSION
This tutorial teaches readers how to create a Node.js console app for searching and comprehending PDF content to answer questions using Node.js, OpenAI, and ModelFusion. The process involves loading and parsing PDFs, indexing the text for efficient retrieval, and implementing a chat loop for user interactions. The chatbot first generates hypothetical answers and then retrieves relevant text chunks from the PDF as evidence.