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Introducing KaggleIngest: Enhancing AI Coding Assistants with Kaggle Competition Insights

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Unlock Kaggle with KaggleIngest: Your AI Companion for Competitions

Are you struggling to harness the full potential of AI coding assistants during Kaggle competitions? You’re not alone! KaggleIngest is here to streamline your experience, making it easier than ever to utilize AI tools like Claude and Copilot.

Here’s what KaggleIngest offers:

  • Context Simplified: Transform any Kaggle competition or dataset URL into a concise, token-optimized file.
  • Key Features:
    • Top-ranked notebooks, scored by upvotes and recency
    • Key code patterns (imports and visualizations simplified)
    • Parsed dataset schemas from CSVs
    • Essential competition metadata

Utilizing TOON (Token-Optimized Object Notation), KaggleIngest reduces token usage by around 40% compared to traditional formats.

I welcome your feedback and feature requests! Check out the demo here.

👉 Share your thoughts and spread the word! Let’s enhance the Kaggle community together!

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