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EMBEDDINGS-EXPLAINED5 MIN READ

Route a document into the vector store

Apply a document-readiness path before adding material to a vector store.

Indexing pressure Ravi can drag a whole folder into the vector store, but retrieval will treat messy drafts as candidates next to approved guidance. Fast ingestion can create slow answer failures. The readiness path Trust -> Chunk -> Metadata -> Test A document earns retrieval status by passing four practical gates. Shortcut Upload the folder and hope ranking sorts it out. The index becomes a reliable evidence set, not a file attic. Retrieval quality starts before embedding, with what you decide to make searchable. 01 Trust 02 Chunk 03 Scope Trust gate Source status

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