Flask Integration

Overview

Integrate ATP with Flask to expose your tools as HTTP endpoints in a lightweight, flexible way.

Installation

pip install AgentToolProtocol flask

Setup

Step 1: Create ATP Tools Module

Create a module to register your toolkits and tools (e.g., atp_tools.py):

# atp_tools.py
from atp_sdk.clients import ToolKitClient
from flask_atp.registry import register_client

# Initialize the client
client = ToolKitClient(
    api_key="YOUR_ATP_TOOLKIT_API_KEY",
    app_name="my_toolkit"
)

# Register the client
register_client("my_toolkit", client)

# Register tools
@client.register_tool(
    function_name="hello_world",
    params=['name'],
    required_params=['name'],
    description="Returns a greeting.",
    auth_provider=None,
    auth_type=None,
    auth_with=None
)
def hello_world(**kwargs):
    return {"message": f"Hello, {kwargs.get('name')}!"}

Step 2: Create Flask App

Create your Flask app and import the ATP tools module:

# app.py
from flask import Flask, request, jsonify
from flask_atp.registry import get_client
import atp_tools  # Ensure toolkit registration

app = Flask(__name__)

@app.route("/atp/<toolkit_name>/<tool_name>/", methods=["GET", "POST"])
def tool_endpoint(toolkit_name, tool_name):
    """Get tool context or execute tool"""
    client = get_client(toolkit_name)
    if not client:
        return jsonify({"error": "Toolkit not found"}), 404
    
    tool = client.registered_tools.get(tool_name)
    if not tool:
        return jsonify({"error": "Tool not found"}), 404
    
    if request.method == "GET":
        # Return tool context
        return jsonify(tool)
    
    # Execute tool
    params = request.json if request.is_json else request.form.to_dict()
    try:
        result = tool["function"](**params)
        return jsonify({"result": result})
    except Exception as e:
        return jsonify({"error": str(e)}), 500

@app.route("/atp/<toolkit_name>/", methods=["GET"])
def toolkit_endpoint(toolkit_name):
    """Get toolkit details and list of tools"""
    client = get_client(toolkit_name)
    if not client:
        return jsonify({"error": "Toolkit not found"}), 404
    
    tools = list(client.registered_tools.keys())
    return jsonify({"toolkit": toolkit_name, "tools": tools})

if __name__ == "__main__":
    app.run(debug=True)

Step 3: Run the App

Run your Flask app:

python app.py

Your API will be available at http://localhost:5000.

Usage

Endpoints

GET /atp/<toolkit_name>/ - Get toolkit details and list of tools
GET /atp/<toolkit_name>/<tool_name>/ - Get tool context/schema
POST /atp/<toolkit_name>/<tool_name>/ - Execute a tool with parameters

Example Requests

Get Toolkit Details

curl http://localhost:5000/atp/my_toolkit/

Response:

{
  "toolkit": "my_toolkit",
  "tools": ["hello_world"]
}

Get Tool Context

curl http://localhost:5000/atp/my_toolkit/hello_world/

Response:

{
  "function_name": "hello_world",
  "params": ["name"],
  "required_params": ["name"],
  "description": "Returns a greeting.",
  "auth_provider": null,
  "auth_type": null,
  "auth_with": null
}

Execute Tool

curl -X POST http://localhost:5000/atp/my_toolkit/hello_world/ \
  -H "Content-Type: application/json" \
  -d '{"name": "Alice"}'

Response:

{
  "result": {
    "message": "Hello, Alice!"
  }
}

Complete Example

Here’s a complete example with multiple tools:

# atp_tools.py
from atp_sdk.clients import ToolKitClient
from flask_atp.registry import register_client
import requests

# Initialize the client
client = ToolKitClient(
    api_key="YOUR_ATP_TOOLKIT_API_KEY",
    app_name="flask_toolkit"
)

# Register the client
register_client("flask_toolkit", client)

# Tool 1: Hello World
@client.register_tool(
    function_name="hello_world",
    params=['name'],
    required_params=['name'],
    description="Returns a greeting.",
    auth_provider=None,
    auth_type=None,
    auth_with=None
)
def hello_world(**kwargs):
    return {"message": f"Hello, {kwargs.get('name')}!"}

# Tool 2: Calculate
@client.register_tool(
    function_name="calculate",
    params=['operation', 'a', 'b'],
    required_params=['operation', 'a', 'b'],
    description="Performs a calculation (add, subtract, multiply, divide).",
    auth_provider=None,
    auth_type=None,
    auth_with=None
)
def calculate(**kwargs):
    operation = kwargs.get('operation')
    a = float(kwargs.get('a'))
    b = float(kwargs.get('b'))
    
    if operation == 'add':
        result = a + b
    elif operation == 'subtract':
        result = a - b
    elif operation == 'multiply':
        result = a * b
    elif operation == 'divide':
        result = a / b if b != 0 else "Error: Division by zero"
    else:
        result = "Error: Invalid operation"
    
    return {"result": result}

# Tool 3: Fetch Data
@client.register_tool(
    function_name="fetch_data",
    params=['url'],
    required_params=['url'],
    description="Fetches data from a URL.",
    auth_provider=None,
    auth_type=None,
    auth_with=None
)
def fetch_data(**kwargs):
    url = kwargs.get('url')
    response = requests.get(url)
    return {"status_code": response.status_code, "data": response.json()}

# app.py
from flask import Flask, request, jsonify
from flask_atp.registry import get_client
import atp_tools  # Ensure toolkit registration

app = Flask(__name__)

@app.route("/")
def root():
    """Root endpoint"""
    return jsonify({
        "message": "ATP Flask Integration",
        "endpoints": {
            "toolkit": "/atp/<toolkit_name>/",
            "tool_get": "/atp/<toolkit_name>/<tool_name>/ [GET]",
            "tool_post": "/atp/<toolkit_name>/<tool_name>/ [POST]"
        }
    })

@app.route("/atp/<toolkit_name>/<tool_name>/", methods=["GET", "POST"])
def tool_endpoint(toolkit_name, tool_name):
    """Get tool context or execute tool"""
    client = get_client(toolkit_name)
    if not client:
        return jsonify({"error": "Toolkit not found"}), 404
    
    tool = client.registered_tools.get(tool_name)
    if not tool:
        return jsonify({"error": "Tool not found"}), 404
    
    if request.method == "GET":
        # Return tool context
        return jsonify(tool)
    
    # Execute tool
    params = request.json if request.is_json else request.form.to_dict()
    try:
        result = tool["function"](**params)
        return jsonify({"result": result})
    except Exception as e:
        return jsonify({"error": str(e)}), 500

@app.route("/atp/<toolkit_name>/", methods=["GET"])
def toolkit_endpoint(toolkit_name):
    """Get toolkit details and list of tools"""
    client = get_client(toolkit_name)
    if not client:
        return jsonify({"error": "Toolkit not found"}), 404
    
    tools = list(client.registered_tools.keys())
    return jsonify({"toolkit": toolkit_name, "tools": tools})

if __name__ == "__main__":
    app.run(debug=True)

Advanced Usage

Using Flask Blueprints

Organize your ATP endpoints using Flask Blueprints:

from flask import Blueprint, request, jsonify
from flask_atp.registry import get_client

atp_bp = Blueprint('atp', __name__, url_prefix='/atp')

@atp_bp.route("/<toolkit_name>/<tool_name>/", methods=["GET", "POST"])
def tool_endpoint(toolkit_name, tool_name):
    # Implementation here
    pass

@atp_bp.route("/<toolkit_name>/", methods=["GET"])
def toolkit_endpoint(toolkit_name):
    # Implementation here
    pass

# Register blueprint in app.py
app.register_blueprint(atp_bp)

Error Handling

Add custom error handlers:

@app.errorhandler(404)
def not_found(error):
    return jsonify({"error": "Not found"}), 404

@app.errorhandler(500)
def internal_error(error):
    return jsonify({"error": "Internal server error"}), 500

CORS Support

Enable CORS for cross-origin requests:

pip install flask-cors

from flask_cors import CORS

app = Flask(__name__)
CORS(app)

Authentication

Add authentication middleware:

from functools import wraps
from flask import request

def require_api_key(f):
    @wraps(f)
    def decorated_function(*args, **kwargs):
        api_key = request.headers.get('X-API-Key')
        if not api_key or api_key != "YOUR_API_KEY":
            return jsonify({"error": "Unauthorized"}), 401
        return f(*args, **kwargs)
    return decorated_function

@app.route("/atp/<toolkit_name>/<tool_name>/", methods=["POST"])
@require_api_key
def tool_endpoint(toolkit_name, tool_name):
    # Protected endpoint
    pass

Using Flask-SQLAlchemy

Integrate with databases using Flask-SQLAlchemy:

from flask_sqlalchemy import SQLAlchemy

app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:///app.db'
db = SQLAlchemy(app)

@client.register_tool(
    function_name="get_users",
    params=[],
    required_params=[],
    description="Returns a list of users from the database.",
    auth_provider=None,
    auth_type=None,
    auth_with=None
)
def get_users(**kwargs):
    from models import User
    users = User.query.all()
    return {"users": [{"id": u.id, "name": u.name} for u in users]}

Production Deployment

Using Gunicorn

For production, use Gunicorn instead of Flask’s development server:

pip install gunicorn

gunicorn -w 4 -b 0.0.0.0:5000 app:app

Using uWSGI

Alternatively, use uWSGI:

pip install uwsgi

uwsgi --http :5000 --wsgi-file app.py --callable app --processes 4 --threads 2

Next Steps

ToolKitClient

Learn more about ToolKitClient

OAuth2 Guide

Set up OAuth2 authentication

Django Integration

Try ATP with Django

Examples

Explore more examples

Getting Started

For Users

For Developers

Overview

Installation

Setup

Step 1: Create ATP Tools Module

Step 2: Create Flask App

Step 3: Run the App

Usage

Endpoints

Example Requests

Get Toolkit Details

Get Tool Context

Execute Tool

Complete Example

Advanced Usage

Using Flask Blueprints

Error Handling

CORS Support

Authentication

Using Flask-SQLAlchemy

Production Deployment

Using Gunicorn

Using uWSGI

Next Steps

ToolKitClient

OAuth2 Guide

Django Integration

Examples

Getting Started

For Users

For Developers

​Overview

​Installation

​Setup

​Step 1: Create ATP Tools Module

​Step 2: Create Flask App

​Step 3: Run the App

​Usage

​Endpoints

​Example Requests

​Get Toolkit Details

​Get Tool Context

​Execute Tool

​Complete Example

​Advanced Usage

​Using Flask Blueprints

​Error Handling

​CORS Support

​Authentication

​Using Flask-SQLAlchemy

​Production Deployment

​Using Gunicorn

​Using uWSGI

​Next Steps

ToolKitClient

OAuth2 Guide

Django Integration

Examples

Overview

Installation

Setup

Step 1: Create ATP Tools Module

Step 2: Create Flask App

Step 3: Run the App

Usage

Endpoints

Example Requests

Get Toolkit Details

Get Tool Context

Execute Tool

Complete Example

Advanced Usage

Using Flask Blueprints

Error Handling

CORS Support

Authentication

Using Flask-SQLAlchemy

Production Deployment

Using Gunicorn

Using uWSGI

Next Steps