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Evo AI - AI Agents Platform

Evo AI is an open-source platform for creating and managing AI agents, enabling integration with different AI models and services.

🚀 Overview

The Evo AI platform allows:

  • Creation and management of AI agents
  • Integration with different language models
  • Client and contact management
  • MCP server configuration
  • Custom tools management
  • JWT authentication with email verification

🛠️ Technologies

  • FastAPI: Web framework for building the API
  • SQLAlchemy: ORM for database interaction
  • PostgreSQL: Main database
  • Alembic: Migration system
  • Pydantic: Data validation and serialization
  • Uvicorn: ASGI server
  • Redis: Cache and session management
  • JWT: Secure token authentication
  • SendGrid: Email service for notifications
  • Jinja2: Template engine for email rendering
  • Bcrypt: Password hashing and security

📁 Project Structure

src/
├── api/          # API endpoints
├── core/         # Core business logic
├── models/       # Data models
├── schemas/      # Pydantic schemas for validation
├── services/     # Business services
├── templates/    # Email templates
│   └── emails/   # Jinja2 email templates
├── utils/        # Utilities
└── config/       # Configurations

📋 Requirements

  • Python 3.8+
  • PostgreSQL
  • Redis
  • OpenAI API Key (or other AI provider)
  • SendGrid Account (for email sending)

🔧 Installation

  1. Clone the repository:
git clone https://github.com/your-username/evo-ai.git
cd evo-ai
  1. Create a virtual environment:
python -m venv .venv
source .venv/bin/activate  # Linux/Mac
# or
.venv\Scripts\activate  # Windows
  1. Install dependencies:
pip install -r requirements.txt
  1. Set up environment variables:
cp .env.example .env
# Edit the .env file with your settings
  1. Run migrations:
make upgrade

🔐 Authentication

The API uses JWT (JSON Web Token) authentication. To access the endpoints, you need to:

  1. Register a user or log in to obtain a JWT token
  2. Include the JWT token in the Authorization header of all requests in the format Bearer <token>
  3. Tokens expire after a configured period (default: 30 minutes)

Authentication Flow

  1. User Registration:
POST /api/v1/auth/register

  1. Email Verification: An email will be sent containing a verification link.

  2. Login:

POST /api/v1/auth/login

Returns a JWT token to be used in requests.

  1. Password Recovery (if needed):
POST /api/v1/auth/forgot-password
POST /api/v1/auth/reset-password

Example Usage with curl:

# Login
curl -X POST "http://localhost:8000/api/v1/auth/login" \
     -H "Content-Type: application/json" \
     -d '{"email": "your-email@example.com", "password": "your-password"}'

# Use received token
curl -X GET "http://localhost:8000/api/v1/clients/" \
     -H "Authorization: Bearer eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9..."

Access Control

  • Regular users (associated with a client) only have access to their client's resources
  • Admin users have access to all resources
  • Certain operations (such as creating MCP servers) are restricted to administrators only
  • Account lockout mechanism after multiple failed login attempts for enhanced security

📧 Email Templates

The platform uses Jinja2 templates for email rendering with a unified design system:

  • Base Template: All emails extend a common base template for consistent styling
  • Verification Email: Sent when users register to verify their email address
  • Password Reset: Sent when users request a password reset
  • Welcome Email: Sent after email verification to guide new users
  • Account Locked: Security alert when an account is locked due to multiple failed login attempts

All email templates feature responsive design, clear call-to-action buttons, and fallback mechanisms.

🚀 Running the Project

make run

The API will be available at http://localhost:8000

📚 API Documentation

Authentication

Register User

POST /api/v1/auth/register

Request Body:

{
  "email": "user@example.com",
  "password": "securePassword123",
  "name": "Company Name"
}

Response (201 Created):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "email": "user@example.com",
  "client_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "is_active": false,
  "email_verified": false,
  "is_admin": false,
  "created_at": "2023-07-10T15:00:00.000Z"
}

Registers a new user and sends a verification email. The user will remain inactive until the email is verified.

Login

POST /api/v1/auth/login

Request Body:

{
  "email": "user@example.com",
  "password": "securePassword123"
}

Response (200 OK):

{
  "access_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9...",
  "token_type": "bearer"
}

Authenticates the user and returns a valid JWT token for use in subsequent requests.

Verify Email

GET /api/v1/auth/verify-email/{token}

Response (200 OK):

{
  "message": "Email successfully verified. Your account is now active."
}

Verifies the user's email using the token sent by email. Activates the user's account.

Resend Verification

POST /api/v1/auth/resend-verification

Request Body:

{
  "email": "user@example.com"
}

Response (200 OK):

{
  "message": "Verification email resent. Please check your inbox."
}

Resends the verification email for users with unverified email.

Forgot Password

POST /api/v1/auth/forgot-password

Request Body:

{
  "email": "user@example.com"
}

Response (200 OK):

{
  "message": "If the email exists in our database, a password reset link will be sent."
}

Sends an email with password recovery instructions if the email is registered.

Reset Password

POST /api/v1/auth/reset-password

Request Body:

{
  "token": "password-reset-token-received-by-email",
  "new_password": "newSecurePassword456"
}

Response (200 OK):

{
  "message": "Password successfully reset."
}

Resets the user's password using the token received by email.

Clients

Create Client

POST /api/v1/clients/

Request Body:

{
  "name": "Company Name"
}

Response (201 Created):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "Company Name",
  "created_at": "2023-07-10T15:00:00.000Z"
}

Creates a new client. Requires administrator permissions.

List Clients

GET /api/v1/clients/

Query Parameters:

  • skip (optional): Number of records to skip (default: 0)
  • limit (optional): Maximum number of records to return (default: 100)

Response (200 OK):

[
  {
    "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "name": "Company Name",
    "created_at": "2023-07-10T15:00:00.000Z"
  }
]

Lists all clients with pagination. For administrator users, returns all clients. For regular users, returns only the client they are associated with.

Get Client

GET /api/v1/clients/{client_id}

Response (200 OK):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "Company Name",
  "created_at": "2023-07-10T15:00:00.000Z"
}

Gets a specific client. The user must have permission to access this client.

Update Client

PUT /api/v1/clients/{client_id}

Request Body:

{
  "name": "New Company Name"
}

Response (200 OK):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "New Company Name",
  "created_at": "2023-07-10T15:00:00.000Z"
}

Updates client data. The user must have permission to access this client.

Delete Client

DELETE /api/v1/clients/{client_id}

Response (204 No Content)

Deletes a client. Requires administrator permissions.

Contacts

Create Contact

POST /api/v1/contacts/

Request Body:

{
  "client_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "ext_id": "optional-external-id",
  "name": "Contact Name",
  "meta": {
    "phone": "+15551234567",
    "category": "customer",
    "notes": "Additional information"
  }
}

Response (201 Created):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "client_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "ext_id": "optional-external-id",
  "name": "Contact Name",
  "meta": {
    "phone": "+15551234567",
    "category": "customer",
    "notes": "Additional information"
  }
}

Creates a new contact. The user must have permission to access the specified client.

List Contacts

GET /api/v1/contacts/{client_id}

Query Parameters:

  • skip (optional): Number of records to skip (default: 0)
  • limit (optional): Maximum number of records to return (default: 100)

Response (200 OK):

[
  {
    "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "client_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "ext_id": "optional-external-id",
    "name": "Contact Name",
    "meta": {
      "phone": "+15551234567",
      "category": "customer"
    }
  }
]

Lists contacts of a client. The user must have permission to access this client.

Search Contact

GET /contact/{contact_id}

Update Contact

PUT /contact/{contact_id}

Updates contact data.

Remove Contact

DELETE /contact/{contact_id}

Removes a contact.

Agents

Create Agent

POST /api/v1/agents/

Request Body:

{
  "client_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "customer-service-agent",
  "description": "Agent for customer service",
  "type": "llm",
  "model": "claude-3-opus-20240229",
  "api_key": "your-api-key-here",
  "instruction": "You are a customer service assistant for company X. Always be polite and try to solve customer problems efficiently.",
  "config": {
    "temperature": 0.7,
    "max_tokens": 1024,
    "tools": ["web_search", "knowledge_base"]
  }
}

Response (201 Created):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "client_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "customer-service-agent",
  "description": "Agent for customer service",
  "type": "llm",
  "model": "claude-3-opus-20240229",
  "api_key": "your-api-key-here",
  "instruction": "You are a customer service assistant for company X. Always be polite and try to solve customer problems efficiently.",
  "config": {
    "temperature": 0.7,
    "max_tokens": 1024,
    "tools": ["web_search", "knowledge_base"]
  },
  "created_at": "2023-07-10T15:00:00.000Z",
  "updated_at": "2023-07-10T15:00:00.000Z"
}

Creates a new agent. The user must have permission to access the specified client.

Notes about agent types:

  • For llm type agents, the model and api_key fields are required
  • For sequential, parallel, or loop type agents, the configuration must include a list of sub_agents

List Agents

GET /api/v1/agents/{client_id}

Query Parameters:

  • skip (optional): Number of records to skip (default: 0)
  • limit (optional): Maximum number of records to return (default: 100)

Response (200 OK):

[
  {
    "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "client_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "name": "customer-service-agent",
    "description": "Agent for customer service",
    "type": "llm",
    "model": "claude-3-opus-20240229",
    "instruction": "You are a customer service assistant...",
    "config": {
      "temperature": 0.7,
      "max_tokens": 1024,
      "tools": ["web_search", "knowledge_base"]
    },
    "created_at": "2023-07-10T15:00:00.000Z",
    "updated_at": "2023-07-10T15:00:00.000Z"
  }
]

Lists all agents of a client. The user must have permission to access the specified client.

Get Agent

GET /api/v1/agents/{agent_id}

Response (200 OK):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "client_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "customer-service-agent",
  "description": "Agent for customer service",
  "type": "llm",
  "model": "claude-3-opus-20240229",
  "instruction": "You are a customer service assistant...",
  "config": {
    "temperature": 0.7,
    "max_tokens": 1024,
    "tools": ["web_search", "knowledge_base"]
  },
  "created_at": "2023-07-10T15:00:00.000Z",
  "updated_at": "2023-07-10T15:00:00.000Z"
}

Gets a specific agent. The user must have permission to access this agent.

Update Agent

PUT /api/v1/agents/{agent_id}

Request Body:

{
  "name": "new-customer-service-agent",
  "description": "Updated agent for customer service",
  "type": "llm",
  "model": "claude-3-sonnet-20240229",
  "instruction": "You are a customer service assistant for company X...",
  "config": {
    "temperature": 0.5,
    "max_tokens": 2048,
    "tools": ["web_search", "knowledge_base", "calculator"]
  }
}

Response (200 OK):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "client_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "new-customer-service-agent",
  "description": "Updated agent for customer service",
  "type": "llm",
  "model": "claude-3-sonnet-20240229",
  "instruction": "You are a customer service assistant for company X...",
  "config": {
    "temperature": 0.5,
    "max_tokens": 2048,
    "tools": ["web_search", "knowledge_base", "calculator"]
  },
  "created_at": "2023-07-10T15:00:00.000Z",
  "updated_at": "2023-07-10T15:05:00.000Z"
}

Updates agent data. The user must have permission to access this agent.

Delete Agent

DELETE /api/v1/agents/{agent_id}

Response (204 No Content)

Deletes an agent. The user must have permission to access this agent.

MCP Servers

Create MCP Server

POST /api/v1/mcp-servers/

Request Body:

{
  "name": "openai-server",
  "description": "MCP server for OpenAI API access",
  "config_json": {
    "base_url": "https://api.openai.com/v1",
    "timeout": 30
  },
  "environments": {
    "OPENAI_API_KEY": "${OPENAI_API_KEY}"
  },
  "tools": ["web_search", "knowledge_base"],
  "type": "official"
}

Response (201 Created):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "openai-server",
  "description": "MCP server for OpenAI API access",
  "config_json": {
    "base_url": "https://api.openai.com/v1",
    "timeout": 30
  },
  "environments": {
    "OPENAI_API_KEY": "${OPENAI_API_KEY}"
  },
  "tools": ["web_search", "knowledge_base"],
  "type": "official",
  "created_at": "2023-07-10T15:00:00.000Z",
  "updated_at": "2023-07-10T15:00:00.000Z"
}

Creates a new MCP server. Requires administrator permissions.

List MCP Servers

GET /api/v1/mcp-servers/

Query Parameters:

  • skip (optional): Number of records to skip (default: 0)
  • limit (optional): Maximum number of records to return (default: 100)

Response (200 OK):

[
  {
    "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "name": "openai-server",
    "description": "MCP server for OpenAI API access",
    "config_json": {
      "base_url": "https://api.openai.com/v1",
      "timeout": 30
    },
    "environments": {
      "OPENAI_API_KEY": "${OPENAI_API_KEY}"
    },
    "tools": ["web_search", "knowledge_base"],
    "type": "official",
    "created_at": "2023-07-10T15:00:00.000Z",
    "updated_at": "2023-07-10T15:00:00.000Z"
  }
]

Lists all available MCP servers.

Get MCP Server

GET /api/v1/mcp-servers/{server_id}

Response (200 OK):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "openai-server",
  "description": "MCP server for OpenAI API access",
  "config_json": {
    "base_url": "https://api.openai.com/v1",
    "timeout": 30
  },
  "environments": {
    "OPENAI_API_KEY": "${OPENAI_API_KEY}"
  },
  "tools": ["web_search", "knowledge_base"],
  "type": "official",
  "created_at": "2023-07-10T15:00:00.000Z",
  "updated_at": "2023-07-10T15:00:00.000Z"
}

Gets a specific MCP server.

Update MCP Server

PUT /api/v1/mcp-servers/{server_id}

Request Body:

{
  "name": "updated-openai-server",
  "description": "Updated MCP server for OpenAI API access",
  "config_json": {
    "base_url": "https://api.openai.com/v1",
    "timeout": 60
  },
  "environments": {
    "OPENAI_API_KEY": "${OPENAI_API_KEY}",
    "OPENAI_ORG_ID": "${OPENAI_ORG_ID}"
  },
  "tools": ["web_search", "knowledge_base", "image_generation"],
  "type": "official"
}

Response (200 OK):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "updated-openai-server",
  "description": "Updated MCP server for OpenAI API access",
  "config_json": {
    "base_url": "https://api.openai.com/v1",
    "timeout": 60
  },
  "environments": {
    "OPENAI_API_KEY": "${OPENAI_API_KEY}",
    "OPENAI_ORG_ID": "${OPENAI_ORG_ID}"
  },
  "tools": ["web_search", "knowledge_base", "image_generation"],
  "type": "official",
  "created_at": "2023-07-10T15:00:00.000Z",
  "updated_at": "2023-07-10T15:05:00.000Z"
}

Updates an MCP server. Requires administrator permissions.

Delete MCP Server

DELETE /api/v1/mcp-servers/{server_id}

Response (204 No Content)

Deletes an MCP server. Requires administrator permissions.

Tools

Create Tool

POST /api/v1/tools/

Request Body:

{
  "name": "web_search",
  "description": "Real-time web search",
  "config_json": {
    "api_url": "https://api.search.com",
    "max_results": 5
  },
  "environments": {
    "SEARCH_API_KEY": "${SEARCH_API_KEY}"
  }
}

Response (201 Created):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "web_search",
  "description": "Real-time web search",
  "config_json": {
    "api_url": "https://api.search.com",
    "max_results": 5
  },
  "environments": {
    "SEARCH_API_KEY": "${SEARCH_API_KEY}"
  },
  "created_at": "2023-07-10T15:00:00.000Z",
  "updated_at": "2023-07-10T15:00:00.000Z"
}

Creates a new tool. Requires administrator permissions.

List Tools

GET /api/v1/tools/

Query Parameters:

  • skip (optional): Number of records to skip (default: 0)
  • limit (optional): Maximum number of records to return (default: 100)

Response (200 OK):

[
  {
    "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "name": "web_search",
    "description": "Real-time web search",
    "config_json": {
      "api_url": "https://api.search.com",
      "max_results": 5
    },
    "environments": {
      "SEARCH_API_KEY": "${SEARCH_API_KEY}"
    },
    "created_at": "2023-07-10T15:00:00.000Z",
    "updated_at": "2023-07-10T15:00:00.000Z"
  }
]

Lists all available tools.

Get Tool

GET /api/v1/tools/{tool_id}

Response (200 OK):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "web_search",
  "description": "Real-time web search",
  "config_json": {
    "api_url": "https://api.search.com",
    "max_results": 5
  },
  "environments": {
    "SEARCH_API_KEY": "${SEARCH_API_KEY}"
  },
  "created_at": "2023-07-10T15:00:00.000Z",
  "updated_at": "2023-07-10T15:00:00.000Z"
}

Gets a specific tool.

Update Tool

PUT /api/v1/tools/{tool_id}

Request Body:

{
  "name": "web_search_pro",
  "description": "Real-time web search with advanced filters",
  "config_json": {
    "api_url": "https://api.search.com/v2",
    "max_results": 10,
    "filters": {
      "safe_search": true,
      "time_range": "week"
    }
  },
  "environments": {
    "SEARCH_API_KEY": "${SEARCH_API_KEY}"
  }
}

Response (200 OK):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "name": "web_search_pro",
  "description": "Real-time web search with advanced filters",
  "config_json": {
    "api_url": "https://api.search.com/v2",
    "max_results": 10,
    "filters": {
      "safe_search": true,
      "time_range": "week"
    }
  },
  "environments": {
    "SEARCH_API_KEY": "${SEARCH_API_KEY}"
  },
  "created_at": "2023-07-10T15:00:00.000Z",
  "updated_at": "2023-07-10T15:05:00.000Z"
}

Updates a tool. Requires administrator permissions.

Delete Tool

DELETE /api/v1/tools/{tool_id}

Response (204 No Content)

Deletes a tool. Requires administrator permissions.

Chat

Send Message

POST /api/v1/chat

Request Body:

{
  "agent_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "contact_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "message": "Hello, I need help with my order."
}

Response (200 OK):

{
  "response": "Hello! Of course, I'm here to help with your order. Could you please provide your order number or more details about the issue you're experiencing?",
  "status": "success",
  "timestamp": "2023-07-10T15:00:00.000Z"
}

Sends a message to an agent and returns the generated response. The user must have permission to access the specified agent and contact.

Conversation History

GET /api/v1/chat/history/{contact_id}

Query Parameters:

  • agent_id (optional): Filter by a specific agent
  • start_date (optional): Start date in ISO 8601 format
  • end_date (optional): End date in ISO 8601 format
  • skip (optional): Number of records to skip (default: 0)
  • limit (optional): Maximum number of records to return (default: 100)

Response (200 OK):

[
  {
    "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "agent_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "contact_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "message": "Hello, I need help with my order.",
    "response": "Hello! Of course, I'm here to help with your order. Could you please provide your order number or more details about the issue you're experiencing?",
    "timestamp": "2023-07-10T15:00:00.000Z"
  }
]

Retrieves the conversation history of a specific contact. The user must have permission to access the specified contact.

Administration

Audit Logs

GET /api/v1/admin/audit-logs

Query Parameters:

  • user_id (optional): Filter by user
  • action (optional): Filter by action type
  • start_date (optional): Start date in ISO 8601 format
  • end_date (optional): End date in ISO 8601 format
  • resource_type (optional): Type of affected resource
  • skip (optional): Number of records to skip (default: 0)
  • limit (optional): Maximum number of records to return (default: 100)

Response (200 OK):

[
  {
    "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "user_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "action": "CREATE",
    "resource_type": "AGENT",
    "resource_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "timestamp": "2023-07-10T15:00:00.000Z",
    "ip_address": "192.168.1.1",
    "user_agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36",
    "details": {
      "before": null,
      "after": {
        "name": "customer-service-agent",
        "type": "llm"
      }
    }
  }
]

Retrieves audit logs. Requires administrator permissions.

List Administrators

GET /api/v1/admin/users

Query Parameters:

  • skip (optional): Number of records to skip (default: 0)
  • limit (optional): Maximum number of records to return (default: 100)

Response (200 OK):

[
  {
    "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
    "email": "admin@example.com",
    "name": "Administrator",
    "is_active": true,
    "email_verified": true,
    "is_admin": true,
    "created_at": "2023-07-10T15:00:00.000Z"
  }
]

Lists all administrator users. Requires administrator permissions.

Create Administrator

POST /api/v1/admin/users

Request Body:

{
  "email": "new_admin@example.com",
  "password": "securePassword123",
  "name": "New Administrator"
}

Response (201 Created):

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "email": "new_admin@example.com",
  "name": "New Administrator",
  "is_active": true,
  "email_verified": true,
  "is_admin": true,
  "created_at": "2023-07-10T15:00:00.000Z"
}

Creates a new administrator user. Requires administrator permissions.

Deactivate Administrator

DELETE /api/v1/admin/users/{user_id}

Response (204 No Content)

Deactivates an administrator user. Requires administrator permissions. The user is not removed from the database, just marked as inactive.

📝 Interactive Documentation

The interactive API documentation is available at:

  • Swagger UI: http://localhost:8000/docs
  • ReDoc: http://localhost:8000/redoc

📊 Logs and Audit

  • Logs are stored in the logs/ directory with the following format:
    • {logger_name}_{date}.log
  • The system maintains audit logs for important administrative actions
  • Each action is recorded with information such as user, IP, date/time, and details

🤝 Contributing

  1. Fork the project
  2. Create a feature branch (git checkout -b feature/AmazingFeature)
  3. Commit your changes (git commit -m 'Add some AmazingFeature')
  4. Push to the branch (git push origin feature/AmazingFeature)
  5. Open a Pull Request

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments