R3

概要

R3 is an intelligent memory management platform designed for AI applications, offering a multi-tier caching strategy with fast local Redis L1 cache and automatic failover to cloud storage. It boasts advanced AI capabilities like real vector embeddings, entity extraction, and knowledge graph construction, enabling semantic search and multi-factor relevance scoring. Built with 100% TypeScript, R3 ensures full type safety and easy integration with popular LLMs like Gemini, Claude, and GPT, providing a zero-configuration, local-first solution for enhancing AI workflows with contextual memory.

主な機能

• 1 GitHub stars
• Fast local caching with Redis L1 for low-latency responses.
• Automatic failover to cloud storage for resilience.
• Advanced AI intelligence with real vector embeddings, entity extraction, and knowledge graphs.
• Easy integration with major LLMs (Gemini, Claude, GPT) and frameworks like LangChain.
• Zero configuration and local-first operation with an embedded Redis server.

ユースケース

• Enhancing AI applications with persistent and context-aware memory.
• Integrating intelligent memory into LLM workflows for improved contextual responses.
• Building and querying personal knowledge graphs from AI interactions and data.