Baby Taste Builder

An AI-powered app that transforms your favorite books, movies, and music into fun, kid-friendly recommendations—so your child can safely explore culture through your unique taste!

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Baby Taste Builder

Inspiration

As parents, we want our children to grow up with great taste—but the media we love isn't always age-appropriate. We wanted to build a tool that bridges the gap: something that lets parents share their cultural preferences in a safe, enriching way with their kids.

What it does

Baby Taste Builder is an AI-powered Streamlit app that takes your favorite book, movie, and music artist and returns kid-friendly cultural alternatives that match the tone, style, or emotional essence of your picks.

Whether you're into Radiohead or Star Wars, your child can now explore a safer, age-appropriate version of your tastes!

How we built it

  • Built with Python and Streamlit for the frontend.
  • Uses the Cohere Generate API to craft human-like, culturally aligned kid-friendly alternatives.
  • Fully deployed and hosted via Streamlit Community Cloud.
  • GitHub was used for version control and deployment automation.

Challenges we ran into

  • Managing API limitations and switching from Qloo to Cohere to ensure reliable, cost-free content generation.
  • Streamlining prompt engineering to balance creativity with safety in recommendations.
  • Deployment required careful handling of environment secrets (API keys) in Streamlit Cloud.

Accomplishments that we're proud of

  • Created a working MVP that is live and functional.
  • Seamless UX with no backend—everything runs client-side using APIs.
  • Received accurate and surprisingly creative cultural matches from Cohere.
  • Fully deployed and submission-ready in under 48 hours!

What we learned

  • How to integrate LLMs (like Cohere) with Streamlit for rapid prototyping.
  • Prompt tuning is key to consistent, relevant AI outputs.
  • Deployment pipelines with Streamlit Cloud can be smooth and powerful with the right structure.

What's next for Baby Taste Builder

  • Add more personalization: e.g., child's age, genre preferences, learning styles.
  • Build a daily cultural pack newsletter for kids.
  • Add voice interface or mobile app version.
  • Expand categories beyond books/movies/music to include art, food, travel, etc.

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