Customer Name Search Tool

<p><strong>Tool Description</strong></p><p>This tool performs <strong>fault-tolerant customer name lookup</strong> on sales data.<br>It takes a customer name provided by the agent, retrieves the stored dataset from Hub Space, and applies <strong>approximate string matching (Levenshtein distance)</strong> to handle typos, variations, or partial matches.</p><p>The tool then filters results to select the most relevant customer record(s), <strong>caches the matched customer data for later use</strong>, converts the output into structured JSON, and returns it to the agent. This enables the agent to seamlessly answer user questions with accurate customer information, while also allowing subsequent tools to reuse the cached customer data without re-running the full lookup.</p>