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[WIP] [MIN-85] [Experiment] Intelligent Chunking #65

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@d-lowl d-lowl commented Aug 17, 2023

This PR implements:

  • Necessary steps for preparation pipeline
  • Some tests for those steps, to ensure that these steps perform
  • Some adjustments to the cleaning step and the pipeline itself (potentially, not necessary, need investigating)

The intelligent chunking is done be splitting the documents in sections (the "regular" chunking is then performed, when the documents are still to large)

The discussion and conclusions can be found in the lab notes, but the main conclusion is that it does not improve results. Hence, the branch will probably not need to be merged. Here for visibility

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