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…into feat/byok
#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
Co-authored-by: andre <95348273+4ndrelim@users.noreply.github.com> Co-authored-by: Junyi Hou <junyi@xtras3.tail08d22c.ts.net> Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Junyi Hou <junyi@xtras3.tail08d22c.ts.net> Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Junyi Hou <junyi@xtras3.tail08d22c.ts.net> Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>## Co-authored-by: andre <95348273+4ndrelim@users.noreply.github.com> Co-authored-by: Junyi Hou <junyi@xtras3.tail08d22c.ts.net> Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Junyi Hou <junyi@xtras3.tail08d22c.ts.net> Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
### Key changes: - Select models by ID instead of slug so users can have multiple API keys for the same slug - Add loading spinner for save/edit actions
feat: BYOK enhancements
Store usage information in database to track user behavior (if user is
not BYOK) as a precursor to billing users, e.g.,
Hourly:
```
{
_id: ObjectId('69cd2e9a926e4b5665909027'),
user_id: ObjectId('6975da46d6096ac1b07342c2'),
hour_bucket: ISODate('2026-04-01T14:00:00.000Z'),
project_id: '69746440592738ba2708cc34',
success_cost: 0.014026150000000001,
failed_cost: 0.024026150312000001,
updated_at: ISODate('2026-04-01T14:41:37.465Z')
}
```
Weekly:
```
{
_id: ObjectId('69cd2e9a926e4b5665909028'),
week_bucket: ISODate('2026-03-30T00:00:00.000Z'),
project_id: '69746440592738ba2708cc34',
user_id: ObjectId('6975da46d6096ac1b07342c2'),
success_cost: 0.014026150000000001,
failed_cost: 0.024026150312000001,
updated_at: ISODate('2026-04-01T14:41:37.465Z')
}
```
Lifetime:
```
{
_id: ObjectId('69cd2e9a926e4b5665909029'),
user_id: ObjectId('6975da46d6096ac1b07342c2'),
project_id: '69746440592738ba2708cc34',
success_cost: 0.014026150000000001,
failed_cost: 0.024026150312000001,
updated_at: ISODate('2026-04-01T14:41:37.465Z')
}
```
wjiayis
requested review from
4ndrelim and
Junyi-99
and removed request for
Junyi-99
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