Chunker AI

What it does

Chunker AI expertly divides text into chunks for batch processing with ChatGPT. Turn a table of contents into a complete book, summarize chapters, fix formatting, or translate texts. With Chunker AI, the possibilities are endless.

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  TLDR: I’ve made a transformer model and a wrapper library that segments text into meaningful semantic chunks. The current text splitting approaches rely on heuristics (although one can use neural embedder to group semantically related sentences). I propose a fully neural approach to semantic chunking. I took the base distilbert model and trained it on a bookcorpus to split concatenated text paragraphs into original paragraphs. Basically it’s a token classification task. Model fine-tuning took day and a half on a 2x1080ti. The library could be used as a text splitter module in a RAG system or…

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