FriendSpeak
AI-powered platform that connects users with people who share similar life stories using embeddings and vector databases.
Jul 2024
Solo project
Full-Stack Developer
AI Embeddings
Vector Database
FlutterFlow
Project Overview
FriendSpeak matches users based on semantic similarity of life stories. Leveraging AI embeddings and vector databases, it provides meaningful connections. Built with FlutterFlow for rapid full-stack development and production deployment.
Challenges
- • Implementing accurate semantic similarity matching
- • Ensuring scalable and efficient vector searches
- • Building production-ready features in a short timeframe
Solutions
- • Used AI embeddings to encode and compare user stories
- • Integrated a vector database for high-performance retrieval
- • Leveraged FlutterFlow to rapidly prototype and deploy
Technologies Used
Frontend
- FlutterFlow
Backend
- FlutterFlow Backend
Database
- Vector Database
Tools
- AI Embeddings API
Gallery
