Merge pull request #44 from mahanteshimath/main

BazaarAISaathi : Your AI Friend in the Stock Market 🤖📈

Author: kesku

docs/showcase/bazaar-ai-saathi.mdx

@@ -0,0 +1,91 @@
+---
+title: BazaarAISaathi | AI-Powered Indian Stock Market Assistant
+description: An AI-powered platform for Indian stock market analysis, portfolio optimization, and investment strategies using Perplexity Sonar API
+sidebar_position: 13
+keywords: [BazaarAISaathi, stock market, finance, India, portfolio analysis, investment, perplexity, sonar]
+---
+
+**BazaarAISaathi** is an AI-powered platform designed to empower investors with actionable insights into the Indian stock market. Leveraging advanced natural language processing, real-time data analytics, and expert-driven financial modeling, the app delivers personalized investment strategies, market sentiment analysis, and portfolio optimization recommendations.
+
+## Features
+
+* **Financial Independence Planner (FIRE)** with personalized plans based on age, salary, and goals
+* **Investment Advice Tester** using EasyOCR for text extraction and AI validation
+* **Fundamental & Technical Analysis** with comprehensive company reports and trading strategies
+* **Portfolio Analysis** with multi-dimensional analysis and stock-wise recommendations
+* **Market Research & Competitor Benchmarking** using AI-driven industry trend analysis
+* **Real-Time Stock Data** with live price tracking and trend analysis
+* **Hypothesis Testing** using historical and real-time market data
+* **Investment Books Summary** with concise summaries of top 50 investment books
+
+## Prerequisites
+
+* Python 3.8+ and pip
+* Streamlit for web application framework
+* Perplexity API key (Sonar models)
+* Optional: EasyOCR for image text extraction
+
+## Installation
+
+```bash
+# Clone the repository
+git clone https://github.com/mahanteshimath/BazaarAISaathi.git
+cd BazaarAISaathi
+
+# Install dependencies
+pip install -r requirements.txt
+```
+
+## Configuration
+
+Create `secrets.toml` file for Streamlit secrets:
+```ini
+PERPLEXITY_API_KEY = "your_perplexity_api_key"
+# Add other API keys as needed
+```
+
+## Usage
+
+1. **Start the Application**:
+   ```bash
+   streamlit run Home.py
+   ```
+
+2. **Access Features**:
+   - Navigate through different pages for specific functionality
+   - Use the main dashboard for overview and navigation
+   - Access specialized tools like portfolio analysis, FIRE planning, and tip testing
+
+3. **Run Specific Modules**:
+   ```bash
+   streamlit run pages/Financial_Independence.py
+   streamlit run pages/Portfolio_Analysis.py
+   streamlit run pages/Tip_Tester.py
+   ```
+
+## Code Explanation
+
+* **Frontend**: Streamlit web application with interactive pages and real-time data visualization
+* **Backend**: Python-based business logic with Pandas for data manipulation and analysis
+* **AI Integration**: Perplexity Sonar API models (sonar-deep-research, sonar-reasoning-pro, sonar-pro) for financial analysis
+* **Data Processing**: Real-time stock data fetching, CSV data management, and market insights generation
+* **Text Extraction**: EasyOCR integration for processing investment tips from images
+* **Portfolio Management**: Comprehensive portfolio analysis with optimization recommendations
+* **Market Analysis**: Technical and fundamental analysis with sentiment scoring
+
+## Demo Video
+
+<iframe
+  className="w-full aspect-video rounded-xl"
+  src="https://www.youtube.com/embed/5t2ldWS3SJ8"
+  title="YouTube video player"
+  frameBorder="0"
+  allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
+  allowFullScreen
+></iframe>
+
+## Links
+
+- [GitHub Repository](https://github.com/mahanteshimath/BazaarAISaathi)
+- [Live Application](https://bazaar-ai-saathi.streamlit.app/)
+- [Architecture Diagram](https://github.com/mahanteshimath/BazaarAISaathi/raw/main/src/App_Architecture.jpg)