lth-fighting/multimodal-academic-analysis
基于 LangChain 生态与混合检索技术构建的智能化学术研究辅助平台，旨在提供高效、精准的文献深度分析能力。系统支持 PDF/TXT/DOCX 多格式学术文献上传，通过 BGE-Small-ZH 向量嵌入模型与 BM25 关键词检索融合的混合检索策略，实现跨文档语义关联与精准信息定位；集成 DeepSeek 大语言模型与 BART-Large-Chinese 摘要模型，可生成引用文献来源与页码的专业问答结果，并自动提炼文献核心内容；搭配 Streamlit 可视化交互界面，提供文献统计分析（段落分布、文本长度）、特定概念追踪、检索效果可视化（向量 / 关键词检索对比）等功能，有效降低学术文
🔌 Network
undeclared
⏳ Sandbox
untested
Who this is for
- people who want to change the DSH interface
下载量 / Downloads
0
Install
dsh plugin --profile web add lth-fighting/multimodal-academic-analysis
Sandbox test
This plugin has not been tested yet. Submit a test →
Links
Frequently asked
How do I install lth-fighting/multimodal-academic-analysis?
Run
dsh plugin --profile web add lth-fighting/multimodal-academic-analysis in DSH, or paste the package name into the DSH Desktop plugin page.What if it fails to install?
Check your DSH version first (
dsh --version), then look at the first error in the test-results section. If it still fails, open an issue on the repository.How do I uninstall it?
Run
dsh plugin --profile web remove lth-fighting/multimodal-academic-analysis.Same category
Compare with peers
| Plugin | Downloads | Verdict | Size |
|---|---|---|---|
| dsh-univer-office | 53.0K | pass | 271.95 MB |
| @tt-a1i/archify-dsh | 42.8K | pass | 6.98 MB |
| dsh-ppt | 22.8K | pass | 7.38 MB |
| dsh-office-tools | 11.3K | pass | 0.16 MB |
| @ggboy123/dsh-paper-reader | 8.1K | installs_but_not_registered | 84.77 MB |
| dsh-office-kit | 6.6K | install_failed | 1.2 MB |
| dsh-mermaid | 5.7K | pass | 3.35 MB |
| @copylee/dsh-office | 5.6K | pass | 1.28 MB |