Interactive Memory Demo - Mem0
Overview
The Personalized AI Companion leverages Mem0 to retain information across interactions, enabling a tailored learning experience. It creates memories for each user interaction and integrates with OpenAI’s GPT models to provide detailed and context-aware responses to user queries.
Setup
Before you begin, follow these steps to set up the demo application:
Clone the Mem0 repository:
git clone https://github.com/mem0ai/mem0.gitNavigate to the demo application folder:
cd mem0/examples/mem0-demoInstall dependencies:
pnpm installSet up environment variables by creating a
.envfile in the project root with the following content:OPENAI_API_KEY=your_openai_api_key MEM0_API_KEY=your_mem0_api_key
You can obtain your MEM0_API_KEY by signing up at Mem0 API Dashboard.
Start the development server:
pnpm run dev
Enhancing the Next.js Application
Once the demo is running, you can customize and enhance the Next.js application by modifying the components in the mem0-demo folder. Consider:
- Adding new memory features to improve contextual retention
- Customizing the UI to better suit your application needs
- Integrating additional APIs or third-party services to extend functionality
Full Code
You can find the complete source code for this demo on GitHub: Mem0 Demo GitHub
Conclusion
This setup demonstrates how to build an AI Companion that maintains memory across interactions using Mem0. The system continuously adapts to user interactions, making future responses more relevant and personalized. Experiment with the application and enhance it further to suit your use case!