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Hiroshi features a modular SearchProvider trait that decouples raw search implementations from the core agent execution loops.

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🌐 1. Available Provider Adapters

  • Brave Search: Native web discovery via standard cognitive indexers.
  • Tavily: Search optimization tailored for LLM reasoning ingestion.
  • Firecrawl: URL scraping and semantic markdown conversion.
  • Perplexity: Direct conversational answers using external web searches.

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🔄 2. Cascading Failover Engine

If a search provider raises an HTTP 429 (Rate Limited) or is offline, the failover wrapper automatically routes the query to the next configured search engine in the cascade chain.