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Your LLM Needs a Map!

 Towards AI

Before I built the chatbot, I built the map. Here is how I turn three messy databases into one graph an LLM can actually reason about. Part 2 of 4 on building a conversational analytics engine. ~9 mi...

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LLM Observability with LangSmith -Part 1: Tracing Everything & Building Audit-Grade Callbacks

 Towards AI

Your agent demoed perfectly. Then someone asked, “What exactly did the bot tell that customer on the 14th?” — and nobody could answer. This is the story of fixing that, end to end, with code. *Dislai...

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Building a Gemini Live voice app with React, FastAPI and your own WebSocket protocol

 Towards AI

The quickest way to try Gemini Live from a browser is to open a WebSocket straight to Google. For a weekend experiment, that is fine. Continue reading on Towards AI

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