AI-Powered Strategic Intelligence Assistant

An autonomous agent capable of browsing the web (or a simulated database) to collect public information about competitors, synthesize it, and suggest strategic differentiation or repositioning opportunities.

Features

• Complete SWOT Analysis
• PESTEL Analysis
• Porter's Five Forces Analysis
• BCG Matrix
• McKinsey 7S Model
• Competitor Analysis
• Automated LinkedIn Analysis
• Visualization Generation
• Document (TXT for the moment, pdf and other type will be updated soon) Support for RAG Analysis

Architecture

The project is structured into two main components:

Backend (FastAPI)

• RESTful API for business analysis
• OpenAI and Tavily integration
• Automated web scraping
• Visualization generation
• RAG support for document analysis

Frontend (React + TypeScript)

• Modern UI with Tailwind CSS
• Interactive visualizations
• Form management
• Analysis results display

Prerequisites

• Docker

Configuration Files

Before starting, you need to create a .env file in the project root directory with the following environment variables:

# API Keys
TAVILY_API_KEY=your_tavily_key
OPENAI_API_KEY=your_openai_key
OPENAI_BASE_URL=https://integrate.api.nvidia.com/v1

# LinkedIn Configuration
LINKEDIN_EMAIL=your_linkedin_email
LINKEDIN_PASSWORD=your_linkedin_password

Docker Installation

1. Clone the repository:

git clone https://github.com/kcap02DVT/ghost_analysis.git

cd ghost_analysis

2. Create the .env file with your API keys:

cp .env.example .env
# Edit the .env file with your API keys

3. Build and start the containers:

# Build the images
docker-compose build

# Start the services
docker-compose up -d

4. Verify that containers are running:

5. Access the application:

• Frontend: http://localhost:8080
• Backend API: http://localhost:8000/analyze

Use the confidential.txt file as input for the analysis. This file contains sample data that you can use to test the various analysis features.

Technologies Used

Backend

• FastAPI
• Uvicorn
• LangChain
• OpenAI API
• Tavily Search API
• Selenium
• BeautifulSoup
• Matplotlib

Frontend

• React
• TypeScript
• Vite
• Tailwind CSS
• Headless UI
• Lucide Icons

Contact

For any questions or suggestions, please open an issue on GitHub.