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SearchRouter - Any search. One API.
jpolitzki · 2026-06-18 · via Hacker News: Show HN

Search infrastructure

Search is evolving, and every agent needs different search. Developers need choice. SearchRouter puts every provider behind one API, with automatic fallback and unified billing.

Routes across

exatavilyparallelvalyuseltzserperbravelinkupperplexityfirecrawlscrapflyapifyopenaicoherevoyagejinazeroentropyfireworksmixedbread

Drop-in

Change one string to switch providers

The request shape never changes. Point your existing search and embeddings code at one base URL, set a model slug like exa/neural or cohere/rerank-v3.5, and let the router pick the endpoint. Add a provider block to route by price, latency, or quality.

How routing works

Fan outmode: fanout

exatavilybravequeried concurrently

Fused ranking

1Comparing vector databases for RAG

tavilyexabrave

2Hybrid search: BM25 + embeddings

exabrave

3Benchmarking retrieval recall

tavily

Mix & match

Use one search engine, or many at once

You are not locked to a single provider per query. Fan out across several engines in one request, then dedupe and fuse the rankings so results multiple engines agree on rise to the top. Every result shows which engines returned it.

  • Mix providers. Combine Exa, Tavily, Brave and more in a single call, or let auto-search choose.
  • Choose search depth. Tune result count, pull full page content, and fuse across engines for recall.
  • One fused ranking. Reciprocal rank fusion with per-result source attribution and one bill.
Read about fan-out routing

Why a router

Search is fragmenting into a multi-model world

No single engine is best at every query. SearchRouter is the control plane for the many-model search era.

The surface

Every search primitive, one canonical schema

Start routing in minutes

Create a key and run your first query against any provider. Demo mode works with zero upstream credentials.