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diff --git a/examples/voice_solutions/running_realtime_api_speech_on_esp32_arduino_edge_runtime_elatoai.md b/examples/voice_solutions/running_realtime_api_speech_on_esp32_arduino_edge_runtime_elatoai.md
index b1af288ac0..6a651a806c 100644
--- a/examples/voice_solutions/running_realtime_api_speech_on_esp32_arduino_edge_runtime_elatoai.md
+++ b/examples/voice_solutions/running_realtime_api_speech_on_esp32_arduino_edge_runtime_elatoai.md
@@ -1,36 +1,22 @@
-
+
-# 👾 ElatoAI: Running OpenAI Realtime API Speech on ESP32 on Arduino with Deno Edge Functions
+## 👾 ElatoAI: Running OpenAI Realtime API Speech on ESP32 on Arduino with Deno Edge Functions
This guide shows how to build a AI voice agent device with Realtime AI Speech powered by OpenAI Realtime API, ESP32, Secure WebSockets, and Deno Edge Functions for >10-minute uninterrupted global conversations.
An active version of this README is available at [ElatoAI](https://github.com/akdeb/ElatoAI).
-
-[](https://discord.gg/KJWxDPBRUj)
-[](https://www.gnu.org/licenses/gpl-3.0.en.html)
-
-
-
-
-
-
-## Demo Video
-
-https://github.com/user-attachments/assets/aa60e54c-5847-4a68-80b5-5d6b1a5b9328
-
-
-## Hardware Design
+## ⚡️ DIY Hardware Design
The reference implementation uses an ESP32-S3 microcontroller with minimal additional components:
-
+
**Required Components:**
- ESP32-S3 development board
@@ -40,13 +26,23 @@ The reference implementation uses an ESP32-S3 microcontroller with minimal addit
- RGB LED for visual feedback
- Optional: touch sensor for alternative control
-**Optional hardware:**
+**Hardware options:**
A fully assembled PCB and device is available in the [ElatoAI store](https://www.elatoai.com/products).
-## 🚀 Quick Start Guide
+## 📱 App Design
+
+Control your ESP32 AI device from your phone with your own webapp.
+
+
+
+| Select from a list of AI characters | Talk to your AI with real-time responses | Create personalized AI characters |
+|:--:|:--:|:--:|
+
+
+## ✨ Quick Start Tutorial
-
+
1. **Clone the repository**
@@ -192,35 +188,13 @@ We have a [Usecases.md](https://github.com/akdeb/ElatoAI/tree/main/Usecases.md)
## 🗺️ High-Level Flow
-```mermaid
-flowchart TD
- User[User Speech] --> ESP32
- ESP32[ESP32 Device] -->|WebSocket| Edge[Deno Edge Function]
- Edge -->|OpenAI API| OpenAI[OpenAI Realtime API]
- OpenAI --> Edge
- Edge -->|WebSocket| ESP32
- ESP32 --> User[AI Generated Speech]
-```
+
## Project Structure
-```mermaid
-graph TD
- repo[ElatoAI]
- repo --> frontend[Frontend Vercel NextJS]
- repo --> deno[Deno Edge Function]
- repo --> esp32[ESP32 Arduino Client]
- deno --> supabase[Supabase DB]
-
- frontend --> supabase
- esp32 --> websockets[Secure WebSockets]
- esp32 --> opus[Opus Codec]
- esp32 --> audio_tools[arduino-audio-tools]
- esp32 --> libopus[arduino-libopus]
- esp32 --> ESPAsyncWebServer[ESPAsyncWebServer]
-```
+
-## ⚙️ PlatformIO Configuration
+## ⚙️ PlatformIO Config
```ini
[env:esp32-s3-devkitc-1]
@@ -264,4 +238,4 @@ This project is licensed under the MIT License - see the [LICENSE](LICENSE) file
---
-**If you find this project interesting or useful, drop a GitHub ⭐️ at [ElatoAI](https://github.com/akdeb/ElatoAI). It helps a lot!**
\ No newline at end of file
+**This example is part of the [OpenAI Cookbook](https://github.com/openai/openai-cookbook). For the full project and latest updates, check out [ElatoAI](https://github.com/akdeb/ElatoAI) and consider giving it a ⭐️ if you find it useful!**