{"repo":"Spkap/StockSense-AI","free":true,"listed":false,"github":"https://github.com/Spkap/StockSense-AI","clone":"git clone https://github.com/Spkap/StockSense-AI.git","description":"AI agent that researches stocks like a team of analysts — runs Bull vs Bear debates, challenges its own reasoning, and delivers probability-weighted verdicts. Built with LangGraph, FastAPI, and React.","language":"Python","stars":15,"topics":["agentic-ai","ai-agents","fastapi","gemini","langchain","langgraph","python","react","stock-analysis","stock-market"],"license":"MIT","category":"ai-agents","readme_excerpt":"StockSense Agent AI-Powered Autonomous Stock Market Research (ReAct Pattern) StockSense is an autonomous stock analysis system implementing the ReAct (Reasoning + Action) pattern: iterative reasoning, selective tool invocation, and adaptive summarization. The agent collects real market data (news + historical prices), performs LLM-based sentiment analysis, and produces a structured summary. --- Table of Contents - Overview - Architecture - Features - Quick Start - API Reference - Testing - Deployment - Contributing - License - Acknowledgments - Technical Highlights - Author --- Overview StockSense is not a simple chatbot wrapper — it's a production-grade agentic AI system that demonstrates advanced patterns in autonomous reasoning, multi-agent coordination, and real-time streaming. What Makes This Different Most AI stock analysis tools send a single prompt and return a response. StockSense takes a fundamentally different approach: Traditional Approach StockSense Approach --------------------- --------------------- Single prompt → single response Iterative reasoning loop with multiple tool calls One perspective Multiple agents with opposing viewpoints Binary recommendations Probability-weighted scenario analysis No self-critique Built-in anti-sycophancy mechanisms Static output Real-time streaming of reasoning process Key Innovations - ReAct Pattern : Agent reasons step-by-step, deciding what tools to call based on current knowledge - Multi-Agent Debate : Bull, Bear, and Skept","default_branch":null,"files":null,"tree":[],"storefront":"/r/Spkap","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Spkap/StockSense-AI/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."}