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Hermes V3: Building Swiggy’s Conversational AI Analyst

Hermes V3: Building Swiggy’s Conversational AI Analyst

Swiggy just gave its GenAI tool, Hermes, a serious glow-up. What started as a simple text-to-SQL bot is now a context-aware AI analyst that lives inside Slack.

The upgrade? Not just tweaks—an overhaul. Think: vector-based prompt retrieval, session-level memory, an Agent orchestration layer, and a SQL Explanation module. Accuracy jumped from 54% to 93%. That's not a bump—it’s a pivot.

Bigger picture: AI in the enterprise is getting smarter, not just chattier. With reasoning, memory, and explainability baked in, these aren't bots—they're operational copilots.


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