ranade-oss makes streamed citations less brittle

A small reliability fix helps legal answers keep their citations intact while they are still arriving.

workflowinfrastructure

When an AI answer is delivered word by word, its source markers can arrive in pieces. ranade-oss has tightened the handling of those unfinished markers so the system does not treat a half-arrived citation as ordinary answer text.

The change is narrowly focused on the live-response experience, but it matters in a legal setting: citations are part of the reader's ability to assess an answer, not decorative metadata. By holding back or releasing partial text more carefully until the marker is complete, the fork aims to keep streamed answers cleaner and their references more coherent.

So what Teams using live AI responses should care because a smoother citation trail makes fast answers easier to verify.

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Commits in this thread

1 commit from ranade-oss/ROSS-RanadeOSS, oldest first. Source extracted verbatim from the harvested git log.

SHA Subject Author Date
2ef89e09 Stream only possible citation marker prefixes ranade-oss 2026-07-17 ↗ GitHub

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