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Unify Multiple Search APIs with Abstract Class, Return Errors Instead of Raising

· 4 min read

Encountered this issue while building an AI Agent platform for a client: needed to support multiple search providers (Tavily, Serper, Brave, Bing) while ensuring tool call failures don't interrupt the Agent's conversation flow.

TL;DR

  1. Define SearchProvider abstract base class + SearchResult data model for unified interface and output
  2. Each provider inherits the base class, implements search() method with field mapping
  3. Key design: Return SearchResult with error info on failure, never raise exceptions