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🐼 panda.ai
Overview
GitHub Project
DATE: March - June 2023
DESCRIPTION: A GenAI personal assistant designed to learn from you and adapt to your unique needs. As you interact with 🐼 panda.ai, it evolves and grows, learning from your conversations, web browsing behaviour, social media activity, music preferences, and even your spending habits.
Technologies Used
Vue.js 3, FastAPI, PostgreSQL, DynamoDB, Pinecone, AWS S3, OpenAI GPT-3.5 Turbo, Langchain, SuperTokens, Stripe, SendGrid.Key Features
- Personalized AI chat assistant
- User authentication and account management
- Subscription plans with different tiers
- Integration selection for enhanced AI capabilities
- User data management and privacy controls
- Admin panel for managing users and viewing statistics
- Multiple API integrations (YouTube, Google Maps, Wikipedia, Spotify, etc.)
Challenges and Solutions
Implementing an efficient and effective way to store and retrieve user memories without compromising privacy. Integrating multiple APIs and data sources to create a comprehensive user profile while ensuring data security and user privacy.
Future Improvements
Enhance the memory retrieval algorithm, implement more sophisticated personalization features, and expand the range of integrations to provide a more comprehensive personal assistant experience.