crafter-station/lupa
🔌 MCP Servercrafter-station
A specialized Knowledge API designed to provide AI agents with efficient RAG and semantic search capabilities.
Lupa serves as a backend infrastructure layer specifically optimized for the needs of AI agents. In the rapidly evolving landscape of agentic AI, managing external knowledge bases often requires complex boilerplate code for vector indexing and semantic retrieval. Lupa abstracts these complexities into a clean, developer-friendly API. Built with TypeScript, it offers high performance and type safety, allowing developers to implement sophisticated RAG pipelines without reinventing the wheel. Key features include seamless vector search integration, support for dynamic knowledge base updates, and a modular architecture that allows agents to query vast amounts of unstructured data with low latency. It is designed to be the 'memory' component for autonomous agents, ensuring they have access to relevant, up-to-date information during task execution.
💡Highlights
- ├─TypeScript-native Knowledge API
- ├─Optimized for RAG and vector search
- └─Simplifies agent memory management
🎯For
- ├─AI Agent Developers
- └─Backend Engineers