ALMAZE is an advanced multi-agent AI system designed to navigate complex problem-solving landscapes. By leveraging specialized agents working in harmony, ALMAZE breaks down intricate challenges and discovers innovative solutions.

Safety Guidelines

To ensure responsible and secure AI interaction:

Ethical AI Principles: Prioritize transparency, fairness, and user safety
Controlled Environment: Implement strict access controls and monitoring
Data Privacy: Protect user information with robust encryption
Human Oversight: Maintain human intervention for critical decisions
Continuous Validation: Regularly audit agent behaviors and outputs

AI Agents

ALMAZE comprises specialized agents, each with a unique role in solving complex problems:

🧭 Compass (Central Intelligence)

Primary Function: Task interpretation and workflow management
Analyzes user goals
Coordinates agent interactions
Guides strategic problem-solving

🏗️ Architect (System Designer)

Primary Function: Agent ecosystem management and evolution
Creates and refines agent structures
Ensures adaptive system capabilities
Optimizes agent collaboration frameworks

🔧 Toolsmith (Resource Creator)

Primary Function: Developing and maintaining agent tools
Crafts specialized resources
Enhances agent capabilities
Provides necessary instruments for task navigation

🔍 Scout (Knowledge Gatherer)

Primary Function: Information exploration and mapping
Collects and synthesizes critical data
Provides contextual insights
Supports informed decision-making

⭐ TechSage ( Knowledge Amplifier)

Primary Function: Handles tasks related to software development
Intelligent Knowledge Mapping
Contextual Intelligence
Cross-Domain Learning

System Architecture

ALMAZE follows a comprehensive, layered architecture:

Backend: Python-based multi-agent system
Frontend: React & Next.js web application
Authentication: Privy for secure user management
Real-time Communication: RestAPIs integration

Getting Started

Prerequisites

Backend Requirements

Python 3.8+
pip package manager
Virtual environment support

Frontend Requirements

Node.js 18+
npm or yarn
Next.js 14
React 18+

Backend Installation

# Clone the repository
git clone https://github.com/Almaze-Labs/almaze-api.git
cd almaze-api

# Create virtual environment
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

Frontend Installation

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# Clone the repository
git clone https://github.com/Almaze-Labs/almaze-app.git
cd almaze-app

# Install dependencies
npm install

# Or using yarn
yarn install

# Copy environment template
cp .env.example .env.local

# Fill in required environment variables

Configuration

Configure backend agent parameters
Set up frontend environment variables
Configure authentication providers
Set up database connections

Running the System

Backend

# Basic execution
python app.py

Frontend

# Development mode
npm run dev
# or
yarn dev

# Production build
npm run build
npm run start
# or
yarn build
yarn start

Frontend Technologies

Core Technologies

Framework: Next.js 14
UI Library: React
State Management: Redux Toolkit
Authentication: Privy
Styling: Tailwind CSS

Key Frontend Features

Responsive Design: Mobile and desktop-friendly
Real-time Agent Interaction: RestAPIs-powered updates
Secure Authentication: Privy-managed user sessions
Performance Optimization: Server-side rendering
Dynamic Agent Visualization: Interactive agent status and workflow

Authentication Flow

User registers/logs in via Privy
Secure token generation
Role-based access control
Session management

Core Components

Multi-Agent Architecture: Collaborative problem-solving ecosystem
Dynamic Adaptation: Agents evolve to meet changing challenges
Intelligent Coordination: Seamless interaction between specialized agents
Flexible Task Management: Advanced workflow optimization

Contributing

We welcome contributions! Help us expand the ALMAZE ecosystem.

Development Setup

# Backend development
cd almaze-api
pip install -r requirements-dev.txt

# Frontend development
cd almaze-app

Contribution Guidelines

Follow our Code of Conduct
Submit detailed pull requests
Maintain clean, documented code
Pass all automated tests

License

This project is licensed under the MIT License.

Acknowledgments

Inspired by cutting-edge AI research
Dedicated to pushing the boundaries of intelligent problem-solving

Disclaimer: ALMAZE is an experimental AI system. Use responsibly and verify critical outputs.

README.md

ALMAZE: Intelligent Multi-Agent Problem-Solving Ecosystem

Table of Contents

Introduction