Zotero is the reference manager many researchers already trust — browser capture, group libraries, and CSL styles at scale. Lattuce at lattuce.app is the research-and-writing layer where those sources become grounded drafts, citation checks, and approved Word exports.

The honest split: Zotero collects and organises references; Lattuce composes and publishes manuscripts tied to your PDF library.

Quick comparison

Zotero → Lattuce import path

1. Sign in at lattuce.app.
2. Open Library → References and expand the Zotero panel.
3. Choose Sync for metadata-only import, or Rich import when your account supports PDF attachments and highlight metadata.
4. Wait until imported rows show ready in the library.
5. In a paper workspace, attach those sources from the left pane.

For a step-by-step BibTeX and export workflow, see Zotero to BibTeX in Lattuce.

Citing in Writer compose

Once sources are attached and ready:

1. Open Compose or Write on your paper.
2. Insert citations from attached library rows — Lattuce shows cite chips tied to real metadata.
3. Run citation checks before you approve a section — the verifier flags claims that are not grounded in attached sources.

Lattuce does not invent references from chat memory. Citations come from your library, the same rows you imported from Zotero or uploaded directly.

Export and BibTeX handoff

If your lab still maintains the canonical Zotero group library, treat Lattuce as the drafting studio and Zotero as the bibliography archive you sync from exports.

What Zotero still wins

• Browser connector — one-click capture from publisher pages
• Group libraries — shared collections with mature permission models
• CSL style gallery — thousands of journal-specific citation formats out of the box
• Offline desktop app — full library access without a browser tab
• Word and LibreOffice plugins — when your pipeline is plugin-first, not mission-first

What Lattuce adds

• PDF grounding — ask and compose against extracted text, not just metadata cards
• Research missions — literature discovery and synthesis with reviewable evidence matrices
• Section approval — export integrity before Word leaves your account
• Study and notes — whiteboards, digests, and vault graph beside the manuscript
• Collaborative translation — bilingual papers linked to Writer, not a separate CAT tool
• Household account — shared research workspace at lattuce.app with optional your own AI keys

When to use both

Bottom line

Keep Zotero as your reference inbox and group library. Use Lattuce when those PDFs must become verified prose — missions, compose, approval, Word, and optional translation on one account.

See also: Literature review with Lattuce · Zotero to BibTeX in Lattuce

Bahasa Melayu: Lattuce + Zotero — import, sitasi, dan eksport tanpa meninggalkan perpustakaan anda

Zotero is the reference manager many researchers already trust — browser capture, group libraries, and CSL styles at scale. Lattuce at lattuce.app is the research-and-writing layer where those sources become grounded drafts, citation checks, and approved Word exports.

The honest split: Zotero collects and organises references; Lattuce composes and publishes manuscripts tied to your PDF library.

Quick comparison

Zotero → Lattuce import path

1. Sign in at lattuce.app.
2. Open Library → References and expand the Zotero panel.
3. Choose Sync for metadata-only import, or Rich import when your account supports PDF attachments and highlight metadata.
4. Wait until imported rows show ready in the library.
5. In a paper workspace, attach those sources from the left pane.

For a step-by-step BibTeX and export workflow, see Zotero to BibTeX in Lattuce.

Citing in Writer compose

Once sources are attached and ready:

1. Open Compose or Write on your paper.
2. Insert citations from attached library rows — Lattuce shows cite chips tied to real metadata.
3. Run citation checks before you approve a section — the verifier flags claims that are not grounded in attached sources.

Lattuce does not invent references from chat memory. Citations come from your library, the same rows you imported from Zotero or uploaded directly.

Export and BibTeX handoff

If your lab still maintains the canonical Zotero group library, treat Lattuce as the drafting studio and Zotero as the bibliography archive you sync from exports.

What Zotero still wins

• Browser connector — one-click capture from publisher pages
• Group libraries — shared collections with mature permission models
• CSL style gallery — thousands of journal-specific citation formats out of the box
• Offline desktop app — full library access without a browser tab
• Word and LibreOffice plugins — when your pipeline is plugin-first, not mission-first

What Lattuce adds

• PDF grounding — ask and compose against extracted text, not just metadata cards
• Research missions — literature discovery and synthesis with reviewable evidence matrices
• Section approval — export integrity before Word leaves your account
• Study and notes — whiteboards, digests, and vault graph beside the manuscript
• Collaborative translation — bilingual papers linked to Writer, not a separate CAT tool
• Household account — shared research workspace at lattuce.app with optional your own AI keys

When to use both

Bottom line

Keep Zotero as your reference inbox and group library. Use Lattuce when those PDFs must become verified prose — missions, compose, approval, Word, and optional translation on one account.

See also: Literature review with Lattuce · Zotero to BibTeX in Lattuce

Bahasa Melayu: Lattuce + Zotero — import, sitasi, dan eksport tanpa meninggalkan perpustakaan anda