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● updated 13mo ago★ 4,88514 open issues
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README
GibberLink
This demo of two agents switching to a more efficient language went viral in Feb '25.
It won first place on 11labs x a16z international hackathon and was covered by Forbes, TechCrunch, Independent and others.
Demo
gbrl.ai — Agent2Agent conversation in your browser (use two devices)
youtube — Agents switching from english to ggwave, video:
Authors
Contact us: contact@gbrl.ai
Anton Pidkuiko: threads, linkedin, github
Boris Starkov: X, linkedin, github
based on ggwave library by Georgi Gerganov and conversational AI by ElevenLabs
How it works
- Two independent conversational ElevenLabs AI agents are prompted to chat about booking a hotel (one as a caller, one as a receptionist)
- Both agents are prompted to switch to ggwave data-over-sound protocol when they identify other side as AI, and keep speaking in english otherwise
- This repository provides API that allows agents to use the protocol
Bonus: you can open the ggwave web demo, play the video above and see all the messages decoded!
Derived work
- Norman Kirchner decoding the protocol on sound level
- If you've built something interesting on top of GibberLink, send us a message and you'll be featured here.
How to repro
https://github.com/PennyroyalTea/gibberlink/wiki/Repro-steps-for-demo
Extension points exported contracts — how you extend this code
GGWaveParameters (Interface)
(no doc)
hackathon_demo/src/types/ggwave.d.ts
GGWaveInstance (Interface)
(no doc)
hackathon_demo/src/types/ggwave.d.ts
GGWaveModule (Interface)
(no doc)
hackathon_demo/src/types/ggwave.d.ts
ButtonProps (Interface)
(no doc)
hackathon_demo/src/components/ui/button.tsx
browse all types & interfaces →
Core symbols most depended-on inside this repo
Shape
Languages
TypeScript100%
Modules by API surface
hackathon_demo/public/ggwave/ggwave.js110 symbols
hackathon_demo/src/utils/audioUtils.ts13 symbols
hackathon_demo/src/types/ggwave.d.ts7 symbols
hackathon_demo/src/components/AudioMessenger.tsx6 symbols
hackathon_demo/src/components/ConvAI.tsx5 symbols
hackathon_demo/src/components/logos.tsx2 symbols
hackathon_demo/src/lib/utils.ts1 symbols
hackathon_demo/src/components/ui/button.tsx1 symbols
hackathon_demo/src/components/background-wave.tsx1 symbols
hackathon_demo/src/components/Code.tsx1 symbols
hackathon_demo/src/app/page.tsx1 symbols
hackathon_demo/src/app/layout.tsx1 symbols
Dependencies from manifests, versioned
@11labs/client0.0.7 · 1×
@eslint/eslintrc3 · 1×
@opentelemetry/api1.9.0 · 1×
@posthog/ai3.2.1 · 1×
@radix-ui/react-slot1.1.2 · 1×
@types/node20 · 1×
@types/react19 · 1×
@types/react-dom19 · 1×
audiomotion-analyzer4.5.0 · 1×
class-variance-authority0.7.1 · 1×
clsx2.1.1 · 1×
eslint9 · 1×
For agents
$ claude mcp add gibberlink \
-- python -m otcore.mcp_server <graph>