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feat(chat): retrieve top-k passages through the Librarian seams (#1075) - #1161

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PRAteek-singHWY:chat_topk_1075
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PRAteek-singHWY:chat_topk_1075

chat: roll back after a failed pgvector query; budget the rendered pa…

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succeeded Oct 19, 2026 in 1m 4s