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# Chunks to embed again after appending one sentence to one paragraph (all 36 paragraphs tried)
splitter chunks mean median max
TokenTextSplitter 128 tokens 19 5.0 2 17
TokenTextSplitter 256 tokens 9 2.5 2 10
SentenceSplitter 128, no overlap 19 2.4 2 8
SentenceSplitter 128, 1 sentence overlap 24 3.1 2 13
one chunk per paragraph 36 1.0 1 1
columns: chunks in the unedited file; mean, median and max chunks re-embedded over the 36 edits