langgenius/dify-plugins
Dec 2025 – Jan 2026
2 Months active
Languages Used
PythonN/A
Technical Skills
API DevelopmentData RetrievalNatural Language ProcessingPlugin DevelopmentAI integrationPython
literaf
PROFILE
Literaf
Developed and enhanced the AI4S Semantic Scholar Plugin within the langgenius/dify-plugins repository, delivering advanced semantic, title, and bulk search features for academic research workflows. Leveraging Python, API development, and natural language processing, the work enabled detailed retrieval and analytics of papers and authors, including recommendations, citations, and references. The plugin was documented in both English and Chinese to improve accessibility. Subsequent updates focused on streamlining the packaging structure and improving local deployment compatibility, with repository cleanup to simplify maintenance. This engineering effort provided scalable, data-driven research capabilities and robust plugin architecture for the AI4S platform’s evolving needs.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
4Total
Bugs
1
Commits
4
Features
2
Lines of code
4,426
Activity Months2
Your Network
326 peopleShared Repositories
326
Work History
January 2026
3 Commits • 1 Features
Jan 1, 2026January 2026: Delivered enhancements for AI4S research workflows in the langgenius/dify-plugins repo and simplified the packaging structure to accelerate deployment and maintenance. The work focused on expanding capabilities for researchers and improving local deployment reliability.
3 Commits • 1 Features
Jan 1, 2026January 2026: Delivered enhancements for AI4S research workflows in the langgenius/dify-plugins repo and simplified the packaging structure to accelerate deployment and maintenance. The work focused on expanding capabilities for researchers and improving local deployment reliability.
January 2026
December 2025
1 Commits • 1 Features
Dec 1, 2025December 2025: Delivered the AI4S Semantic Scholar Plugin for the dify-plugins repo, enabling expanded semantic search, title search, and bulk search capabilities, along with rich paper and author details and analytics. The plugin supports English and Chinese documentation to broaden accessibility, and sets the foundation for scalable, data-driven research workflows across the platform.
December 2025
1 Commits • 1 Features
Dec 1, 2025December 2025: Delivered the AI4S Semantic Scholar Plugin for the dify-plugins repo, enabling expanded semantic search, title search, and bulk search capabilities, along with rich paper and author details and analytics. The plugin supports English and Chinese documentation to broaden accessibility, and sets the foundation for scalable, data-driven research workflows across the platform.
Activity
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Quality Metrics
Correctness100.0%
Maintainability95.0%
Architecture100.0%
Performance95.0%
AI Usage50.0%
Skills & Technologies
Programming Languages
N/APython
Technical Skills
AI integrationAPI DevelopmentData RetrievalNatural Language ProcessingPlugin DevelopmentPythonSoftware DevelopmentVersion Controlpackage managementplugin developmentsoftware architecture
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