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I did a live stream this morning about voice AI with the amazing…

May 4, 2025

I did a live stream this morning about voice AI with the amazing @RayFernando1337. We started off with a demo of the open source Word Wrangler game. Word Wrangler's code demonstrates a couple of patterns that are useful for complex, multi-LLM, realtime voice applications.

When we started the demo, the first phrase was "neural network." Which we did not plan. There are ~600 words in the game's word list. 🤔

Word Wrangler is driven by two Gemini Multimodal Live API pipelines:

1. one pipeline implements a character who is guessing the phrases that you're describing, and,
2. the other implements a judge who is independently checking the answers, keeping score, and telling you (but not the other LLM) each phrase.

Complete source code: https://t.co/gg9rMS0oxU

The live stream with Ray: https://t.co/IdJxbQc62K