{"repo":"KalyanM45/MarketInsight","free":true,"listed":false,"github":"https://github.com/KalyanM45/MarketInsight","clone":"git clone https://github.com/KalyanM45/MarketInsight.git","description":"This repository contains a comprehensive stock market analysis project that integrates historical data with real-time global news. This project leverages data analysis techniques to provide insights into market movements and forecasts based on both historical trends and current events.","language":"Python","stars":43,"topics":["bse","bse-stock-data","equity","nse","nse-stock-data","sebi","stock-analysis","stock-indexes","stock-market","stocks-data"],"license":"GPL-3.0","category":"workflow-automation","readme_excerpt":"Market Insight An AI-powered stock market analysis platform that provides comprehensive financial data and intelligent insights through a conversational interface. Overview Market Insight leverages advanced AI agents to deliver real-time stock market information, financial analysis, and investment insights. The platform combines the power of LangChain and OpenAI's language models with Yahoo Finance data to create an intelligent assistant for stock market research. Technology Stack Backend: - FastAPI for high-performance API endpoints - LangChain & LangGraph for AI agent orchestration - OpenAI GPT models for intelligent responses - YFinance for financial data retrieval - Langfuse for observability and tracing Frontend: - Modern React-based interface - Real-time streaming responses - Responsive design for all devices Getting Started Prerequisites - Python 3.x - Node.js (for frontend) - OpenAI API key Installation 1. Clone the repository 2. Install Python dependencies: 3. Set up environment variables in .env file 4. Install frontend dependencies: 5. Run the backend server: 6. Run the frontend development server: 7. Access the API at http://localhost:8000 and frontend at http://localhost:5173 Project Structure API Capabilities The platform provides 16 specialized tools for comprehensive stock analysis: - Stock price tracking - Historical data analysis - Financial statements (Balance Sheet, Income Statement, Cash Flow) - Company information and ratios - Dividend and split history ","default_branch":null,"files":null,"tree":[],"storefront":"/r/KalyanM45","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/KalyanM45/MarketInsight/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}