Paperseek
by MingfengHong · io.github.mingfenghong.paperseek
Not TrustedWeb appUnrated★ 237 stars
LLM based Literature Search Agent.
LLM based Literature Search Agent. 一个面向研究者的文献发现工具,支持用自然语言发起检索、自动迭代查询、扩展候选论文、排序结果并导出可复核的文献列表。
Screenshots
About
- 在线版 PaperSeek Service 开放 Semantic Scholar、PubMed 和 Crossref 数据源;Crossref 不需要 API Key。 - 在线版更新模型服务:PaperSeek Service 支持 Auto / Custom 模式,Auto 会自动选择当前可用模型,Custom 可手动选择请求模型、Embedding 模型和预重排方式。 - 补充在线版 PaperSeek Service、Third-party Service 与 Bring your own Key / BYOK 使用边界说明。 - 新增 arXiv、Semantic Scholar、PubMed、Google Scholar(通过 Serper)、计算机顶会和 Crossref 数据源。 - 检索流程升级为按数据源生成检索式、意图识别、多轮结果反馈和轻量多路召回预重排。 - 新增轻量多路召回预重排:在 LLM 打分前,按数据源能力综合相关性、高影响力/引用、时效性和本地质量信号,并用 RRF、BM25/词项覆盖和本地 hashing embedding 融合;可选接入 OpenAI-compatible embedding/reranker。 - 更新了在线版的用户注册与登录系统。现在 PaperSeek 默认使用邮箱注册与登录,支持 GitHub、ModelScope、Hugging Face 等站点的 OAuth,并为登录用户提供高达每日 20 次成功检索的免费额度。 - Web UI 支持 EN / 中文 语言切换,语言选择会保存在当前浏览器中,见 #10。 - 新增本地历史记录保存,记录检索运行、日志事件、检索式和结果,便于回看和恢复结果视图,并为后续阶段断点重跑能力打基础,见 #2。 - 优化 CSV 与日志导出文件名,使用研究问题主题和本地时间生成更容易辨认的文件名,见 #3。 - 支持 OpenAlex Field 学科分类筛选,并将所选学科传递给引用扩展,减少结果池偏离所选领域的情况。 Paperseek is the open-source project MingfengHong/paperseek (https://github.com/MingfengHong/paperseek) by MingfengHong, released under Apache-2.0. Ion packages it unmodified from commit 6dc5ac9899a8, adding only a manifest, an icon and a start script.
Source
Written by MingfengHong, published to Oikou by Ben Grande.
- ★ 237 stars on GitHub
- Licence: Apache-2.0
- Upstream version v0.2.1
- Built from commit 6dc5ac9899a8
Age rating
Not rated. Nobody has said who this app is suitable for, so Personal Clouds and the Oikou app treat it as 18+.
What version 0.2.1 may do
Internet
It asks to reach these hosts, and no others:
- api.openalex.org
- api.crossref.org
- export.arxiv.org
- api.semanticscholar.org
- eutils.ncbi.nlm.nih.gov
- google.serper.dev
- api.clarivate.com
- integrate.api.nvidia.com
- api-inference.modelscope.cn
- api.openai.com
- api.siliconflow.cn
- ark.cn-beijing.volces.com
- dashscope.aliyuncs.com
- open.bigmodel.cn
- openrouter.ai
- uni-api.cstcloud.cn
- ai.api.nvidia.com
- api.anthropic.com
- api.deepseek.com
- api.moonshot.ai
- generativelanguage.googleapis.com
- qianfan.baidubce.com
- tokenhub.tencentmaas.com
Personal Cloud tools
None. It uses nothing from your Personal Cloud beyond its own storage.
Notifications
It does not send push notifications.
Storage
Up to 512 MB on your Personal Cloud.
Its address
Works best with its own address. A Personal Cloud shared through Cloudflare can give it one; on a private Personal Cloud on Tailscale it opens under your Personal Cloud’s address, where it may not work fully. Private and shared Personal Clouds
Add to Personal Cloud
Sign in to add this web app to a Personal Cloud of yours. It runs there, on your own computer, and you open it from there; nothing is installed on your phone.
Versions
0.2.1 Latest Shown above
Published · a ready-built bundle
Imported from MingfengHong/paperseek at 6dc5ac9899a8 (v0.2.1).