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Tahini is sesame: teaching a small open model to spot hidden allergens

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built If you sell banana bread at a farmers' market, the law already has opinions about your sticker.

  • Tahini is sesame-based ingredient
  • BoldPrint identifies hidden allergens
  • Tool aids small food sellers

Let an agent sign in for you without showing the model your password

You are halfway through a task with an agent. It has found the settings page and filled in most of the form, and then it stops: "To continue, please paste your password here." Or it needs an API key…

  • Use a separate credential store or vault for sensitive information.
  • Create unique tokens with limited permissions for each task.
  • Handle two-factor authentication (2FA) by the user, not the agent.

Yaadein: Building a Memory Companion for Families, in 24 Hours

This is a submission for the MLH x DEV Writing Challenge What I Built Imagine waking up one morning and your grandmother doesn't recognize you — not your face, not your name, not even the fact that…

  • Yaadein is a memory companion web app developed in 24 hours.
  • Created for families and elderly with early memory loss.
  • Features include Family Photo Quiz, Memory Match game, and Family Dashboard.

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