Show HN: Polyvia – Multimodal document retrieval over 100K+ files

Category: infrastructure

Tags: multimodal, document-retrieval, rag, ai-agent, search

Score: 6.5/10 (Innovation: 6, Technical: 7, Documentation: 7, Utility: 6)

Polyvia provides an API and SDK for multimodal document retrieval over large collections of files, using a knowledge ontology to enable fast, cited search. It is interesting for its claim of sub-200ms search over 100K+ files, handling diverse formats like PDFs, charts, and audio, which addresses a scaling pain point for AI agents doing RAG.

Target audience: backend devs, data engineers, ai engineers

Repository: https://github.com/polyvia-ai/polyvia · 1 stars

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