The Web Search Your Agent Inherited Isn't Good Enough

This post introduces a new capability for Databricks AI agents to overcome the limitations of inherited web search. It details the technical challenges of using generic web search for agents, highlighting issues with relevance, noise, and the need for structured information. The post describes the development of a custom search solution that likely involves techniques for filtering, ranking, and potentially re-ranking search results to better suit agentic needs. It also touches upon the trade-offs between using general web search and a more specialized, agent-aware search mechanism, emphasizing the need for agents to have access to high-quality, relevant information to perform their tasks effectively.