DrAlzahraniProjects/csusb_fall2024_cse6550_team4
Oct 2024 – Oct 2024
1 Month active
Languages Used
CSSHTMLPython
Technical Skills
Chatbot DevelopmentData VisualizationMilvusRAG (Retrieval-Augmented Generation)StreamlitWeb Development
SAditya0410
PROFILE
Saditya0410
Developed a production-ready chatbot application for the DrAlzahraniProjects/csusb_fall2024_cse6550_team4 repository, focusing on retrieval-augmented generation and scalable vector retrieval using Milvus. The project established a robust Streamlit-based user interface, integrating Python and HTML to deliver chat history, user feedback, and usage analytics. The technical approach included initializing a Milvus vector store to support embedding-based retrieval and implementing a RAG workflow to enhance response quality and relevance. UI scaffolding was created to enable future experimentation and rapid enhancements. The work emphasized maintainability and extensibility, laying a solid foundation for ongoing development in chatbot and data visualization capabilities.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
382
Activity Months1
Your Network
38 peopleWork History
October 2024
2 Commits • 1 Features
Oct 1, 2024October 2024 for DrAlzahraniProjects/csusb_fall2024_cse6550_team4 focused on delivering a production-ready chatbot experience that leverages retrieval-augmented generation (RAG) and Milvus-based vector retrieval. The work established a robust UI, data retrieval pipeline, and monitoring hooks while laying groundwork for UI experimentation.
2 Commits • 1 Features
Oct 1, 2024October 2024 for DrAlzahraniProjects/csusb_fall2024_cse6550_team4 focused on delivering a production-ready chatbot experience that leverages retrieval-augmented generation (RAG) and Milvus-based vector retrieval. The work established a robust UI, data retrieval pipeline, and monitoring hooks while laying groundwork for UI experimentation.
October 2024
Activity
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Quality Metrics
Correctness50.0%
Maintainability50.0%
Architecture50.0%
Performance50.0%
AI Usage40.0%
Skills & Technologies
Programming Languages
CSSHTMLPython
Technical Skills
Chatbot DevelopmentData VisualizationMilvusRAG (Retrieval-Augmented Generation)StreamlitWeb Development
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