saisameer010 / gitinsight

GitInsight

Team/Project Information

• Current Leader: Ankith Indrakumar
• Next Leader: Akhil Patil Bagili
• Members: Ankith Indrakumar, Akhil Patil Bagili, Shanmukha Sri Harsha Anvilla
• GitHub Repository URL: GitInsight

Job Assignments

• Ankith and Akhil: Project management, backend development.
• Akhil and Harsha: Frontend development, UI/UX design.
• Ankith and Harsha: AI/ML modeling, integration.
• Ankith and Akhil: Database management, security.
• Ankith, Akhil, Harsha: Deployment.
• Akhil and Harsha: Testing, documentation.

Milestones with Deadlines

• Week 1: Project setup and initial design.
• Week 2: Backend development kick-off.
• Week 3: AI model development begins.
• Week 4: Frontend development starts.
• Week 5: Database and vector search integration.
• Week 6: AI and frontend integration.
• Week 7: Security measures and API integration.
• Week 8: Initial testing phase.
• Week 9: Feedback implementation and final adjustments.
• Week 10: Deployment and documentation completion.

Frontend and Backend Technology Tools

• Frontend: React, Axios, Vite, HTML, CSS.
• Backend: Flask, Astra DB, llama-index, Cassio, GPT-4.
• Deployment: AWS or Render.

Algorithms/AI Schemes

• Core Engine: Utilizes Vector DBs for efficient data indexing and retrieval, and RAG (Retrieval-Augmented Generation) modeling powered by OpenAI's GPT models for generating responses and understanding user queries.

Market Space and Product Selling Points

• Market Space: Targets developers, project managers, and non-technical users needing insights into Git commits without the complexity of the command line.
• Selling Points: Unique ability to answer open-ended questions about Git commits, user-friendly chat interface, and detailed analytics beyond simple commit counts.