Better Vector Search for Long Documents: Chunking Inside Manticore Search

manticoresearch.com
September 17, 2026
37 min read
48/100
Summary
Say you are building search over your team's internal documentation — guides, runbooks, postmortems. You have a table with auto embeddings : you insert text, Manticore runs the model and fills the vector column for you. (If that is new to you, start with vector search in Manticore .) You load a 4,000-word document. The insert succeeds. The search works. Everything looks fine. Except the model you ...
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