Second Me - An AI-native memory management system designed to reduce cognitive fatigue.

## Primary Goal of Second Me The primary goal of the Second Me project is to reduce cognitive fatigue by optimizing memory management through AI-native technologies. It achieves this by leveraging large language models (LLMs) to provide structured organization, contextual reasoning, and adaptive retrieval of memories. ## Key Features of Second Me The key features of Second Me include: - **Hybrid Architecture (L0-L2 Layers):** A three-layer memory modeling system (L0: raw data, L1: natural language memory, L2: AI-native memory) with enhanced integration and automation. - **Upgrades from LPM 1.0:** Improved layer integration, automated training pipelines (data synthesis, SFT, DPO), and performance enhancements. - **Performance Metrics:** High scores in self-memory (0.96), third-party memory (0.71), context enhancement (0.75), and context criticism (0.86). - **Open-Source Deployment:** Available on GitHub for developers to explore and use. ## Functionalities of Second Me Second Me offers the following functionalities: - **Memory Q&A:** Supports knowledge retrieval, concept understanding, behavior prediction, and recommendations. - **Context Enhancement:** Enriches user queries with additional details to improve task execution. - **Context Criticism:** Integrates user feedback to refine interactions with external AI systems. - **Multi-Agent Frameworks:** Facilitates collaboration between models and users for dynamic memory networks. - **Cognitive Capital Conversion:** Explores commercialization potential through NFT frameworks. ## Deploying Second Me Developers can deploy Second Me by following these steps: 1. **Prerequisites:** macOS, Git, Homebrew, and Xcode command-line tools. 2. **Setup:** Clone the GitHub repository, install dependencies, and configure the environment using `make setup`. 3. **Launch:** Start the service with `make start` and access it via `http://localhost:3000`. 4. **Contribution:** Follow the contribution guidelines on GitHub and adhere to the Apache License 2.0. ## Resources for Second Me Users can access the following resources for more information: - **Research Paper:** [arXiv Paper](https://arxiv.org/abs/2503.08102) - **Open-Source Repository:** [GitHub Repository](https://github.com/Mindverse/Second-Me) ### Citation sources: - [Second Me](https://github.com/Mindverse/Second-Me) - Official URL Updated: 2025-04-01