ConfluBot – AI Assistant for Confluence

📚 Overview

Designed an AI-powered semantic search assistant to improve documentation retrieval for Confluence users.

⚙️ Implementation

• Used sentence-transformers (all-MiniLM-L6-v2) for embeddings
• Implemented FAISS-based vector retrieval
• Deployed via FastAPI + Docker for real-time access

📊 Impact

• Achieved 85%+ retrieval precision
• Improved engineering team productivity and documentation discoverability

🔗 Links

• 💻 Code: GitHub Repository