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AtlasRepo

Show HN: RAG without embeddings, running in the browser (vanilla JavaScript)

Description and use

This project enables quick RAG systems without embeddings, running entirely in the browser with vanilla JavaScript. Index internal knowledge bases, enhance document search, and ground assistant responses. Suitable for prototypes and internal workflows, but verify dependency support and code freshness before production use.

Use in a workflow

Show HN: RAG without embeddings, running in the browser (vanilla JavaScript) helps make internal knowledge searchable and usable by assistants.

  • index knowledge bases
  • improve search over documents
  • ground assistant answers

Limitations and review notes

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

  • Source: hackernews
  • Record date: 2026-10-03T14:29:43.000Z
Original source