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) the embedding phase (multi-query expansion via cpu-only ollama) can take several minutes. nginx's proxy_read_timeout (60s default) was killing the idle sse connection before any event was flushed, leaving the ui stuck on "retrieving context…" forever. send a sse comment (: keepalive) every 20s to keep the connection alive through the entire pipeline duration.
the setup form was showing the raw otpauth:// url as plain text. users had to manually copy a long secret into their authenticator app. now shows a scannable qr code image (qrcode.react) + keeps the secret as a manual-entry fallback below. also clarifies the step 1 label to mention microsoft authenticator / google authenticator explicitly.
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Merges #441 — remplace l'URL otpauth brute par un vrai QR code scannable dans le formulaire d'activation MFA. L'utilisateur ouvre Microsoft Authenticator, scanne, entre le code à 6 chiffres, c'est tout.