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Renamed onboarding chunk

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Viswamedha Nalabotu 2026-03-22 15:43:19 +00:00
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commit 7bad133150
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@ -554,7 +554,7 @@ embeddings. This avoids naive fixed-size splits that can break context
mid-concept \cite{reimers2019sbert,sbert2024docs,fastapi2024docs}.
\underline{Vector storage and retrieval with pgvector}\\
Returned chunk embeddings are stored in RoleRagDocument.embedding (768
Returned chunk embeddings are stored in KnowledgeChunk.embedding (768
dimensions) in PostgreSQL using pgvector, linked relationally to role
and source file metadata. Retrieval is performed in SQL using
cosine-distance ranking and top-k selection, allowing role filtering and