DecisionLens: AI-Powered Data Strategy Simulator for Enterprise Decision-Making

DecisionLens is an innovative AI-powered application designed to assist businesses in making data-driven strategic decisions. It combines market analysis, business strategy assistance, and data strategy simulation to provide comprehensive insights for decision-makers.

Access Link here 👉 https://decisionlens.streamlit.app/

YoTube Demo : https://youtu.be/2AM8H-cqd6c

Table of Contents

• Features
• Prerequisites
• Installation
• Usage
• Configuration
• Project Structure
• Contributing
• License

Features

1. User Authentication: Secure login and signup functionality using Firebase.
2. Market Analysis: Analyze commodity and company stock data with interactive visualizations.
3. Business Strategy Assistant: AI-powered query system for strategic business insights.
4. Data Strategy Simulator: Upload and analyze business data, connect to databases, and get AI-generated strategic recommendations.

Prerequisites

Before you begin, ensure you have met the following requirements:

• Python 3.7+
• pip (Python package manager)
• A Firebase account and project
• A Groq API key
• MySQL database (for the Data Strategy Simulator feature)

Installation

1. Clone the repository: git clone https://github.com/yourusername/decisionlens.git cd decisionlens
2. Create a virtual environment (optional but recommended): python -m venv venv source venv/bin/activate # On Windows, use venv\Scripts\activate
3. Install the required packages: pip install -r requirements.txt
4. Set up your Firebase configuration:

• Create a Firebase project at Firebase Console
• Generate a new private key for your service account
• Save the JSON file as prithvi-45d3f-firebase-adminsdk-o4c77-62e1d077aa.json in the project root directory

5. Set up your Groq API key:

• Sign up for a Groq account and obtain an API key
• You'll enter this key in the application's sidebar when running the app

Usage

To run the DecisionLens application:

1. Ensure you're in the project directory and your virtual environment is activated (if you're using one).

2. Run the Streamlit app: streamlit run app.py

3. Open your web browser and go to http://localhost:8501 (or the URL provided in the terminal).

4. Log in or sign up to access the DecisionLens features.

Configuration

Firebase Configuration

Update the firebase_config dictionary in app.py with your Firebase project details:

firebase_config = {
 "apiKey": "YOUR_API_KEY",
 "authDomain": "YOUR_AUTH_DOMAIN",
 "projectId": "YOUR_PROJECT_ID",
 "storageBucket": "YOUR_STORAGE_BUCKET",
 "messagingSenderId": "YOUR_MESSAGING_SENDER_ID",
 "appId": "YOUR_APP_ID",
 "databaseURL": "YOUR_DATABASE_URL"
}

Project Structure:

decisionlens/
│
├── app.py                 # Main application file
├── requirements.txt       # Python dependencies
├── README.md              # Project documentation
└── prithvi-45d3f-firebase-adminsdk-o4c77-62e1d077aa.json  # Firebase admin SDK key

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