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πŸ“Š Autonomous Stock Research Agent (AI Financial Analyst)

An intelligent multi-agent system that autonomously gathers, analyzes, and recommends stock portfolio strategies based on:

  • πŸ—ž Real-time financial news
  • πŸ“„ Earnings reports (PDFs)
  • πŸ“ˆ Sentiment and technical indicators

πŸ’‘ Goal: Build an AI-powered financial analyst that simulates how a real analyst would research and evaluate stocks.


πŸš€ Phase 1 – MVP (Functional Prototype)

1. πŸ—ž Stock News Sentiment Agent

Input: Ticker symbol (e.g., TSLA)

Output: News sentiment classified as:

  • 🟒 Positive
  • πŸ”΄ Negative
  • βšͺ Neutral

Key Features:

  • Scrapes latest headlines from financial sources.
  • Uses sentiment analysis models to classify tone.

2. πŸ“„ Quarterly Report Analyzer Agent

Input: Company name or ticker symbol

Output:

  • Summary of latest earnings reports.
  • Extracted key financial metrics (EPS, Revenue, YoY Growth).

Key Features:

  • Automatically downloads and parses PDF earnings reports.
  • Uses summarization and metric extraction for key insights.

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