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4-Stage Evaluation Sets for Grounded News Monitoring Retrieval

Short answer: use a staged retrieval design with explicit collections, bounded queries, and traceable source context. For a news monitoring service that detects semantically near-duplicate stories, the evaluation set is the product requirement: it tells you if a result is relevant, attributable, and safe to show to a reviewer. The tempting implementation is one giant vector collection and a…

dev.to ·2h ago

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How to Distribute Your Own Tools on Termux: A Guide for Developers

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Choose distribution method based on target audience and control needs
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2h ago ·dev.to

Dynamic Multi-Level Loading in GDevelop (Without Duplicating Scenes)

If you’re building a multi-level game in GDevelop, you do not need a separate scene for every stage. There’s a pattern using global variables and external layouts that keeps your entire game running…

Utilizes a single scene with global variable 'currentlevel' to manage multi-level game.
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Scene transitions automatically upon player interaction, incrementing 'currentlevel' and reloading.

2h ago ·dev.to

I use Bitdefender Total Security to protect all of my devices, and it’s down to $28 at Newegg

Bitdefender is my security tool of choice for my family's devices. It combines threat detection with tools to safeguard privacy across ten devices for a year.

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Evening the Terrain & the construction of Road Infrastructure | UE5 Devlog

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