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multiagent_backend

가짜연 9th 깃허브 잔디심기 Stockelper Multi Agent Backend Fastapi 스크린샷 2025-01-06 오후 9 49 32 스크린샷 2025-01-06 오후 9 52 28

🤖 AI Agent Structure

1. Supervisor Agent (super_agent.py)

  • Analyzes user input and routes it to the appropriate subagents
  • Supports human-in-the-loop collaboration
  • Manages conversation history and maintains context

2. Financial Information Agent (finance_agent.py)

  • Provides information about accounts, fees, and financial services
  • Supports information search based on Vector DB
  • Provides financial counseling services

3. Market Analysis Agent (market_agent.py)

  • Analyzes real-time stock price information
  • Provides technical/fundamental analysis
  • Analyzes charts and identifies market trends

4. HIL Agent (hil_agent.py)

  • Generate human-in-the-loop-based research reports
  • Create and manage expert personas
  • Perform multi-turn conversation-based analysis

🛠 Key Features

  1. Real-time market analysis

    • Get real-time stock price data
    • Technical indicator analysis
    • Analyze chart patterns
  2. Financial Information Search

    • Vector DB-based information search
    • Context-based response generation
    • Financial counseling service
  3. Research report generation

    • Human-in-the-loop collaboration
    • Integrate expert analysis
    • Generate structured reports
  4. Multimodal Analytics

    • Chart image analysis
    • YouTube content search
    • News data integration