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StockSense-AI
Spkap June 19, 2025
11 copies 0 downloads
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.
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 |
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