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#33 In short, it'll 1. [Frontend] Recognize that user is trying to add a citation (trigger text is `\cite{`) 2. [Frontend] Temporarily suppress default Overleaf dropdown suggestions 3. [Frontend] Get the last sentence as context for LLM 4. [Backend] Fetch bibliography in `.bib` files as raw text, and remove irrelevant fields to save tokens 5. [Backend] Call XtraMCP to get paper abstract, using paper title as key 6. [Backend] Query a fast LLM (hardcoded to `gpt-5.2` for now) to get at most 3 citation keys 7. [Frontend] Suppress default Overleaf tab-completion to allow users to accept citation suggestions
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wjiayis
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Tested on staging. Functionality works as expected. Latency increased from 2s to 5s, but I suspect it's because the API key was at the brink of having no credits left. Will look into the latency more.