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
During October 2024, this developer built a production-ready chatbot for the DrAlzahraniProjects/csusb_fall2024_cse6550_team4 repository, focusing on retrieval-augmented generation and Milvus-based vector retrieval. They implemented the core chatbot interface using Streamlit and Python, establishing a robust data retrieval pipeline and integrating RAG workflows to enhance response relevance. The work included initializing a Milvus vector store for scalable embedding retrieval, adding chat history, user feedback, and usage statistics to improve user experience and analytics. By creating UI scaffolding with HTML and CSS, the developer enabled future experimentation, demonstrating depth in both backend integration and user-facing web development.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
382
Activity Months1
Your Network
37 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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