hacktoberfest🔥 difficulty: 3
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Is your feature request related to a problem? Please describe. We should explore alternative chunking strategies that may outperform. Empirically this late chunking strategy seems to do well: https://arxiv.org/pdf/2409.04701 https://colab.research.google.com/drive/15vNZb6AsU7byjYoaEtXuNu567JWNzXOz?usp=sharing https://jina.ai/news/late-chunking-in-long-context-embedding-models/ https://jina.ai/news/what-late-chunking-really-is-and-what-its-not-part-ii/ https://github.com/jina-ai/late-chunking
Describe the solution you'd like implement a new chunker and then experiment with it