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# FinSim

Investment Scenario Engine

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FinSim

## Dashboard

Your learning overview at a glance

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Accuracy
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Avg Score

### Recent Quiz Attempts

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## Scenario Generator

Fetch real market data, detect anomalies with Z-Scores, and generate AI-powered scenarios

### Configuration

Stock Symbol
Z-Score Min
Z-Score Max
Window
Style Knowledge Base (Optional)

### Status

Ready. Configure parameters and click Generate to start the pipeline.
The pipeline will:
1. Fetch 5 years of stock data (yfinance)
2. Calculate rolling Z-Scores (Polars)
3. Detect market anomalies
4. Generate MCQ scenarios (Groq AI)
5. Save to database

## AI Investment Advisor

Chat with the AI for investment advice, market data, and scenario practice

👋 Hello! I'm your FinSim Investment Advisor. I can help you with:
• Real-time market data & prices
• Investment strategy questions
• Practice MCQ scenarios
• Financial concept explanations
What would you like to explore?

## Practice MCQ

Test your knowledge with real financial scenarios

### Start a New Quiz

Number of Questions
Difficulty
1/10
🔮 Akinator 2.0
The better Akinator that knows everything and could possibly make you rich. Powered by 4 expert AI analysts working in parallel — fetching live market data, scanning news sentiment, assessing risk, and crafting portfolio strategies — all in real time.
📈 Market Data 📰 News & Sentiment ⚠️ Risk Analysis 💼 Portfolio Strategy
🎭
Panel Discussion Mode
10 investor personas debate before predicting — slower but richer
OFF
🔮 Akinator 2.0 — Multi-Agent Prediction Engine I'm not your average chatbot. I run 4 expert analyst agents simultaneously to give you the most comprehensive investment predictions: 📈 Market Data Analyst — Live prices, ratios & returns 📰 News & Sentiment Analyst — Breaking news & market mood ⚠️ Risk Assessment Analyst — Volatility & downside risk 💼 Portfolio Strategy Advisor — Allocation & strategy Ask me anything about stocks, crypto, gold, forex, or how to invest your money. I'll query all 4 agents and deliver a unified prediction report. Try: "Should I invest in AAPL right now?" or "How should I invest 50,000 EGP?"

## Leaderboard

Top performers across all quizzes

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## Knowledge Base

Upload documents to ground the AI's responses with custom context.

### Upload Document

Knowledge Base Name (Identifier)
1. Select File(s)
Supported: PDF, JSON, TXT, DOC, DOCX
2. And/Or Add Website URLs
Separate multiple URLs with commas

### Available Knowledge Bases

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