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A TypeScript implementation of a Retrieval-Augmented Generation (RAG) module using node-llama-cpp for embeddings and SQLite with vector extensions for efficient similarity search.

rag-module/ ├── src/ │ ├── rag.ts # Core RAG functionality │ ├── embed.ts # Text embedding utilities │ ├── db.ts # Database connection and setup │ ├── test-rag.ts # Integration tests for RAG │ ├── ...

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A TypeScript implementation of a Retrieval-Augmented Generation (RAG) module using node-llama-cpp for embeddings and SQLite with vector extensions for efficient similarity search.

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