Skip to content

Releases: Anurag1/Synapse-X

Synapse-X

21 Aug 22:37
@Anurag1 Anurag1
x1
f12bae8
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Verified
Learn about vigilant mode.

Choose a tag to compare

View all tags
Synapse-X Latest
Latest

Project Synapse-X: The Self-Improving AI Workshop

License: MIT

Project Synapse-X is a demonstration of a new AI paradigm. Instead of using a single, monolithic model, Synapse-X is a dynamic system that learns and forges new specialist skills on demand in response to user needs. It is an AI that grows its own capabilities over time.

The Vision: From a Toolbox to a Workshop

  • Standard AI: A toolbox with a fixed set of tools.
  • Synapse-X: A complete workshop with a master craftsman (the Meta-Mind). You bring it a new problem, and it forges a brand-new, custom tool just for that job, adding it to its toolbox permanently.

How It Works: The Skill Forging Process

  1. Problem Definition: A user describes a new skill and provides a few examples.
  2. Synthetic Data Generation: The Meta-Mind (a powerful local LLM like Llama 3) uses this information to generate a large, synthetic training dataset.
  3. Specialist Training: A new, lightweight SpecialistOctave is trained on this data.
  4. Skill Finalization (HONet Principle): The trained Octave is frozen and saved to the Skill Library, becoming a permanent, forget-free specialist.

How to Run the Demo

Step 1: Install and Run Ollama (The Meta-Mind)

  1. Download and install Ollama from https://ollama.com/.
  2. Pull a powerful model to act as the Meta-Mind: 
    ollama pull llama3
  3. Keep the Ollama application or server running in the background.

Step 2: Set Up and Run the Synapse-X Project

  1. Clone this repository and set up the environment: 
    git clone https://github.com/your-username/Project-Synapse-X.git
cd Project-Synapse-X
python -m venv venv
source venv/bin/activate  # On Windows, use `venv\Scripts\activate`
  2. Install the dependencies: pip install -r requirements.txt
  3. Run the main application: 
    python run.py

Step 3: Live Test - Teach Your AI a New Skill!

Follow these steps in the interactive console.

1. Teach it "Pirate Speak"
Copy and paste this entire command into the prompt and press Enter:

Full Changelog: https://github.com/Anurag1/Synapse-X/commits/x1

Assets 8
Loading