- Notifications
You must be signed in to change notification settings - Fork143
Meet Ava, the WhatsApp Agent
License
neural-maze/ai-companion
Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
Repository files navigation
What happens whentwo ML Engineers with a love for sci-fi movies team up? 🤔
You getAva, a Whatsapp agent that can engage with users in a "realistic" way, inspired by the great filmEx Machina. Ok, you won't find a fully sentient robot here, but youwill have some pretty interesting Whatsapp conversations.
You can think of it as a modern reinterpretation of the Turing Test 🤣
By the end of this course, you'll have built your own Ava too, capable of:
- Receiving and sending Whatsapp messages 📲
- Understanding your voice 🗣️
- Recognizing your images 🖼️
- Sending voice notes back 🎤
- Sharing updates about its "daily activities" 🚣
- Sending you images of its current activities 🖼️
Excited? Let's get started!
| Technology | Description |
|---|---|
 | Powering the project with Llama 3.3, Llama 3.2 Vision, and Whisper. Groq models are awesome (and fast!!) |
 | Serving as the long-term database, enabling our agent to recall details you shared months ago. |
 | Deploying your containers easily to Google Cloud Platform |
 | Learn how to build production-ready LangGraph workflows |
 | Amazing TTS models |
 | Behind Ava's image generation process |
This course is divided into 6 lessons. Each lesson is a step forward in building Ava, and it has a written and video version. These two versions are complementary, so we recommend you to go through both, as it will improve your learning experience. Don't forget to check theBefore we start section to get everything ready for the course.
| Lesson | Article Link |
|---|---|
| Lesson 1: Project overview |  |
| Lesson 2: Dissecting Ava's brain |  |
| Lesson 3: Unlocking Ava's memories |  |
| Lesson 4: Giving Ava a Voice |  |
| Lesson 5: Ava learns to see |  |
| Lesson 6: Ava installs Whatsapp |  |
| Lesson | Video Link |
|---|---|
| Lesson 1: Project overview |  |
| Lesson 2: Dissecting Ava's brain |  |
| Lesson 3: Unlocking Ava's memories |  |
| Lesson 4: Giving Ava a Voice |  |
| Lesson 5: Ava learns to see |  |
| Lesson 6: Ava installs Whatsapp |  |
 | Miguel Otero Pedrido | Senior ML / AI Engineer Founder of The Neural Maze. Rick and Morty fan. YouTube The Neural Maze Newsletter |
 | Jesús Copado | Senior ML / AI Engineer Equal parts cinema fan and AI enthusiast. YouTube |
This project is licensed under the MIT License - see theLICENSE file for details.