FinForesight : Financial Analysis and Trading Platform
A sophisticated financial analysis and trading platform leveraging multiple AI agents for market analysis, trading strategies, and risk management, integrated with DTMAC (Dynamic Task Management and Coordination) for seamless multi-agent collaboration.
🚀 Features
Multi-Agent System: AI agents performing distinct roles like stock analysis, strategy development, and risk management.
DTMAC Integration: Advanced coordination system that enhances agent interaction and collaboration.
Real-time Data Processing: Live stock data fetching and analysis with immediate feedback.
Technical Analysis: Incorporation of advanced technical indicators and market analysis techniques.
Risk Management: Advanced strategies to assess, minimize, and manage market risk.
Trading Strategies: Development of AI-powered algorithms for trading decision-making.
Data Archiving: Comprehensive storage and management of historical data and analysis.
WebSocket Support: Real-time updates, trading signals, and alerts.
AI Chatbot: FinBot – A Groq-powered chatbot that provides real-time market insights and answers.
🤖 AI Agents
Data Analyst Agent
Performs comprehensive stock data analysis
Generates market insights
Processes historical data
Trade Strategy Agent
Develops trading strategies
Analyzes market patterns
Generates trading signals
Trade Advisor Agent
Provides trading recommendations
Evaluates trading opportunities
Suggests entry/exit points
Risk Advisor Agent
Assesses market risks
Provides risk management strategies
Monitors portfolio risk levels
🧠 DTMAC - Dynamic Task Management and Coordination
The DTMAC system is a coordination framework that helps manage and synchronize tasks between multiple AI agents, enabling them to communicate and collaborate seamlessly. DTMAC enhances the platform by ensuring that each agent can work independently while contributing to a unified strategy.
Task Assignment: Automatically assigns tasks to agents based on real-time analysis and needs.
Data Sharing: Facilitates data exchange between agents for more informed decision-making.
Collaboration: Ensures smooth collaboration between agents with minimal conflicts.
