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Experimental Features

Welcome to Chonkie’s experimental features! This section contains advanced, cutting-edge functionality that’s currently in development and testing phases.
Experimental Notice: Features in this section are experimental and may change significantly between versions. They are provided for early testing and feedback. Use with caution in production environments.

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What’s Experimental?

Experimental features in Chonkie represent:
  • Advanced algorithms that are still being refined
  • New chunking strategies that may not be fully optimized
  • Innovative approaches to text processing that need real-world validation
  • Features with evolving APIs that may change based on user feedback

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Getting Started

To use experimental features, import them from the chonkie.experimental module: 
from chonkie.experimental import CodeChunker

# Create an experimental chunker
chunker = CodeChunker(language="python", chunk_size=2048)

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Providing Feedback

Your feedback is crucial for graduating experimental features to stable status. If you encounter issues or have suggestions:
  1. Open an issue on our GitHub repository
  2. Join our Discord to discuss with the community
  3. Share your use cases to help us understand real-world applications

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Migration to Stable

When experimental features become stable, they will:
  • Move to the main Chonkie namespace
  • Receive API stability guarantees
  • Include comprehensive documentation and examples
  • Be covered by semantic versioning promises
We recommend using experimental features in development and testing environments first, and carefully evaluating their performance before production use.