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GitHub - wrannaman/rememberall: solving long term memory storage for llms

Dec 12, 2024 - github.com
Rememberall is a secure, open-source solution designed to provide long-term memory capabilities for GPT-based applications. By integrating Rememberall, GPT builders can enable persistent memory across conversations, allowing the system to store, retrieve, and manage important information seamlessly. The tool offers a natural interaction flow, making it easy for users to recall past discussions by simply mentioning "@rememberall" in their queries. It also includes an intuitive dashboard for memory management, enhancing the overall user experience.

For developers, Rememberall emphasizes privacy with self-hosted memory storage and offers efficient semantic search through vector-based technology. It provides easy integration via a simple REST API and supports customization due to its open-source nature. The quick start guide includes deployment instructions using Docker Compose and details on available API endpoints, which require Bearer token authentication. The architecture prioritizes security with end-to-end encryption, fine-grained access control, and GDPR-compliant data handling.

Key takeaways:

  • Rememberall provides a secure, open-source solution for long-term memory in GPT systems, enabling persistent memory across conversations.
  • It offers features like privacy-first self-hosting, vector-based semantic search, and easy integration through a REST API.
  • Developers can quickly deploy Rememberall using Docker Compose and access its functionalities via authenticated API endpoints.
  • The system ensures data security with end-to-end encryption, self-hosted vector storage, and GDPR-compliant data handling.
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