Show HN: Tired of rewriting your RAG system?

Category: ai-ml

Tags: rag, llm, vector-search, hexagonal-architecture, typescript

Score: 6.8/10 (Innovation: 5, Technical: 7, Documentation: 8, Utility: 7)

Auris is a domain-agnostic RAG (Retrieval-Augmented Generation) engine built as a TypeScript monorepo with an HTTP API. It's interesting because it implements a hexagonal architecture to isolate external dependencies, provides hybrid dense/sparse retrieval with fusion and reranking, and includes features like guardrails, observability, and configurable pipelines to reduce vendor lock-in and rewriting.

Target audience: backend devs, data engineers

Repository: https://github.com/ftonato/auris · TypeScript · MIT · 1 stars

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