Use cases
Honest fits for a narrow service.
Polymathy is the fetch-and-chunk seam. It shines when you already own the rest of the answer-engine stack and want a clean, self-hosted Rust layer to turn search results into cited chunks. Here is where that pays off.
Product teams building a chat-over-the-web experience
A Perplexity-style answer UI
A Rust backend that fetches a handful of pages per query and returns them shaped for prompt-stuffing, so your UI owns the chat and the citations.
Read →Platform teams with a private SearxNG instance
An internal-docs answer engine
Point SearxNG at your internal indices and turn matches into cited chunks for a private assistant your employees can trust.
Read →Teams building grounded research tools
A cited research assistant
Ground every generated paragraph in real source URLs, because the chunk-to-URL mapping is enforced by the response shape.
Read →Engineers building a chunker or embedding service
A content-processor test harness
A stable HTTP harness that exercises your content-processor service against real-world URLs drawn from arbitrary queries.
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