Zotero Plugins Atlas
Plugins / Reading & PDFs

Zotero LLM Summarizer

by yellow-queer · github.com/yellow-queer/zotero-LLM_summerize

用于在zotero中自动总结文献并定义模板。

Reading & PDFsAI & summariesFiles, sync & backup
View source
Downloads a .xpi file (0.02 MB). In Zotero, open Tools → Plugins and install it from the file.
StarsPeople who starred the repository on GitHub: a rough measure of interest.
0
DownloadsAll-time downloads of its release files from GitHub. Installs from elsewhere aren't counted.
4
ContributorsPeople who have committed code to the repository.
1
LicenceThe licence the code is published under, as GitHub reports it.
None stated
A+
Atlas gradeRecommended
because every code check came out low, and our live test in Zotero found nothing unexpected
Applies to v0.1.6, released 15 Sep 2026Code checked · tested installed in Zotero 10.0.3 on 27 Sep 2026
Documentation in Chinese onlyOur summary is in English, but the plugin's own docs and support are in Chinese.
What we found in the codeSets the gradeThe worst finding in these three areas sets the grade.
Code transparencyReadable code; not yet checked against the published sourceThe developer uploaded the release file from the yellow-queer account. We haven't yet checked whether this file matches the public source code.UnknownWe couldn't check this yet.
Updates
Updates come from this project's GitHub repositoryThe update address offers this version
Where your data goesOnly contacts services we could identify5 addresses in 2 groups.LowLow concern: normal for plugins that do this job. Listed so you know.
AI services (4)
api.deepseek.comapi.moonshot.cnnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.api.openai.comnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.dashscope.aliyuncs.comnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.
On your computer (1)
localhostnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.
Where we found it
api.deepseek.comcontent/scripts/llmsummarizer.js · line 3
`)}],O={apiBaseUrl:"https://api.deepseek.com/v1",apiKey:"",modelName:"deepseek-chat",temperature:"0.3",maxChars:25e3,timeoutSeconds:60,language:"zh-CN",debug:!1,promptTemplates:A};function W(t,e){let
Powerful capabilitiesStores API keys or passwordsLowLow concern: normal for plugins that do this job. Listed so you know.
Stores API keys or passwordslowLow concern.
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 7, 8, 9, 10, 11 betaUpdates automatically
Zotero 7 ✓ worksZotero 8 ✓ worksZotero 9 ✓ worksZotero 10 ✓ worksZotero 11 beta ✓ works
What you'll needOr: a model on your own computerDetected automatically from its code
No further detail for this area yet.
MaintenanceActive · last release 15 Sep 20261 contributor
No further detail for this area yet.
LanguagesDocumentation in Chinese onlyInterface: English and Chinese
No further detail for this area yet.
We report what we found in the code. Open any area for the evidence.How we gradeReport a problem

What it does

Description coming soon. We haven't written a summary yet. The line above is the developer's own description; the developer's README is linked above.

What you'll need

Detected automatically
  • Or: a model on your own computerIt can use a local model such as Ollama

Where your data goes

We found: only contacts services we could identify. 5 addresses in 2 groups.

AI services (4)
api.deepseek.comapi.moonshot.cnnamed in its codeapi.openai.comnamed in its codedashscope.aliyuncs.comnamed in its code
On your computer (1)
localhostnamed in its code
Evidence · file and line
api.deepseek.comcontent/scripts/llmsummarizer.js · line 3
`)}],O={apiBaseUrl:"https://api.deepseek.com/v1",apiKey:"",modelName:"deepseek-chat",temperature:"0.3",maxChars:25e3,timeoutSeconds:60,language:"zh-CN",debug:!1,promptTemplates:A};function W(t,e){let

Forks and alternatives

No forks listed.

Plugins for the same job
  • NoteroReading & PDFs · Files, sync & backupA+Recommended, tested in Zotero
  • ZotMoovOrganising & tags · Files, sync & backupA+Recommended, tested in Zotero
  • Bionic for ZoteroReading & PDFsA+Recommended, tested in Zotero
  • Attachment ScannerOrganising & tags · Files, sync & backupA+Recommended, tested in Zotero

The developer's response

The developer hasn't responded. Developers can reply here, and their reply sits next to our findings.I'm the developer
Install Zotero LLM Summarizer
A+Recommended, tested in Zotero
  1. 1Download the plugin fileDownload v0.1.6.xpi · 0.02 MB
  2. 2In Zotero, open Tools › Plugins
  3. 3Click the gear, choose Install Plugin From File… and pick the file
Step-by-step guide with pictures