AIBackend
Corpus
A multi-agent pipeline that drafts academic manuscripts from real sources, and refuses to ship a citation it can't trace back.
- Client
- Universitas STEKOM
- Year
- 2026
Internal system, not public
7 StagesPipeline
6 StylesCitations
The problem
Getting a model to write text is easy. Getting citations that exist and actually support the sentence they're attached to is the hard part. General chatbots invent references without blinking.
What I did
Seven stages from retrieval to formatted output, ending in an integrity gate. Sources get stable short refs so citations are parsed straight from the model's markers. Researchers can ground drafts in their own Zotero library.
Stack
NestJS 11BunReact 19PostgreSQLDeepSeekZotero APIPandoc
