Standard text chunking destroys context in vector search. Here is a runnable, dependency-free Python script to implement semantic sentence-grouping.

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You are ruining your vector search by blindly slicing text into arbitrary character limits. This article explains why standard chunking fails and provides a runnable, dependency-free Python script for context-aware sentence grouping that you can test right now.