الحلول والبدائل

Own BM25 full-text index + web fallback, structured results from one request.

BM25 keyword retrieval + jieba for Chinese, own index, structured results.

Structured raw results + source attribution, you own the synthesis.

Results straight from an own index — no third-party SERP proxying.

Own index + web fallback, structured JSON, a free tier, stronger Chinese.

An independent search API — own index + web fallback, one request.

One HTTP request for structured, traceable, model-friendly results.

Live web retrieval as your RAG layer — citable context in one request.

Make TutuFind the model’s search tool so agents reach the whole web live.