by UnityAI
AI Stock Advisor
import logging
from flask import Flask, url_for, request, session
from gunicorn.app.base import BaseApplication
from routes import routes as routes_blueprint
from api_routes import api as api_blueprint
from authentication import auth, auth_required
from models import db, User
from abilities import apply_sqlite_migrations
import requests
# Setup logging
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
def create_app():
app = Flask(__name__, static_folder='static')
app.secret_key = 'supersecretkey'
app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:///database.sqlite'
db.init_app(app)
with app.app_context():
apply_sqlite_migrations(db.engine, db.Model, 'migrations')
app.register_blueprint(routes_blueprint)
Created: | Last Updated:
Here's a step-by-step guide for using the AI Stock Advisor template:
Introduction
The AI Stock Advisor template provides a multi-user investment platform with AI-powered stock analysis and personalized recommendations. This guide will walk you through setting up and using the template.
Getting Started
- Click "Start with this Template" to begin using the AI Stock Advisor template in Lazy.
Initial Setup
Before testing the app, you need to set up an environment secret:
- Go to the Environment Secrets tab in the Lazy Builder.
- Add a new secret with the key
ALPHA_VANTAGE_API_KEY
. - To get the API key:
- Visit the Alpha Vantage website (https://www.alphavantage.co/).
- Sign up for a free account.
- Once logged in, find your API key in your account dashboard.
- Copy your Alpha Vantage API key and paste it as the value for the
ALPHA_VANTAGE_API_KEY
secret.
Test the App
- Click the "Test" button to deploy the app and launch the Lazy CLI.
- Wait for the deployment process to complete.
Using the App
Once the app is deployed, you'll receive a server link to access the AI Stock Advisor web interface. Here's how to use it:
- Open the provided link in your web browser.
- You'll see the landing page with an option to "Get Started".
- Click "Get Started" to access the main dashboard.
- Use the search bar to look up a stock by company name or symbol.
- The app will display detailed information about the stock, including:
- Company overview
- Current stock price
- AI-generated investment analysis
- Key strengths and potential risks
- Investment recommendation and confidence score
Integrating the App
This AI Stock Advisor is a standalone web application and doesn't require integration with external tools. Users can access and use it directly through the provided web interface.
By following these steps, you'll have a fully functional AI-powered stock advisor platform that users can access to get personalized investment insights and recommendations.
Here are the top 5 business benefits of this AI Stock Advisor template:
Template Benefits
-
Personalized Investment Insights: Offers AI-generated stock analysis and recommendations tailored to individual users, helping them make more informed investment decisions.
-
User Engagement and Retention: The interactive stock search feature and detailed company information keep users engaged, encouraging repeat visits and longer session times.
-
Scalable Multi-User Platform: Built with Flask and SQLAlchemy, the template supports multiple users with secure authentication, making it suitable for a subscription-based business model.
-
Real-Time Market Data Integration: Integrates with Alpha Vantage API to provide up-to-date stock information, ensuring users have access to the latest market data.
-
Educational Tool for Investors: Serves as a learning platform for novice investors by providing detailed explanations of stock analysis, key strengths, and potential risks, helping to educate users about the stock market.