qiaomu-smart-search

Source routing detects user intent and directs queries to suitable OpenCLI search sources, such as grok, doubao, or gemini. This maximizes accuracy and recency across websites, social platforms, technical docs, and news by matching context.

Live-source interrogation ensures current command options by instructing the agent to run opencli <site> -h. This uses live help outputs instead of static documentation, preventing drift and ensuring accurate execution parameters.

Preflight checks enforce source availability and validate the registry before execution. This prevents errors during source selection by ensuring the agent only attempts to route queries to currently available and operational search sources.

Yes, OpenCLI source selection supports routing queries for Chinese content. The dynamic routing mechanism evaluates intent and directs queries to specialized sources like doubao to maximize accuracy for specific content needs.

Dynamic source routing returns errors when preflight checks fail to confirm source availability. The system enforces guardrails by checking the registry before execution, preventing attempts to route to unavailable or invalid search sources.

Yes, OpenCLI source routing works with technical docs, job boards, shopping, travel, and finance searches. It applies intent detection to map queries across these categories to the most suitable available sources via the registry.