Initial project structure: MarketScanner - Fear-to-Fortune Trading Intelligence
Features: - FastAPI backend with stocks, news, signals, watchlist, analytics endpoints - React frontend with TailwindCSS dark mode trading dashboard - Celery workers for news fetching, sentiment analysis, pattern detection - TimescaleDB schema for time-series stock data - Docker Compose setup for all services - OpenAI integration for sentiment analysis
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backend/requirements.txt
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# FastAPI & Web
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fastapi==0.109.2
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uvicorn[standard]==0.27.1
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python-multipart==0.0.9
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python-jose[cryptography]==3.3.0
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passlib[bcrypt]==1.7.4
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httpx==0.26.0
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aiohttp==3.9.3
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websockets==12.0
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# Database
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sqlalchemy==2.0.25
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asyncpg==0.29.0
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psycopg2-binary==2.9.9
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alembic==1.13.1
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# Redis & Caching
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redis==5.0.1
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aioredis==2.0.1
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# Celery & Task Queue
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celery==5.3.6
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flower==2.0.1
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# Data Processing
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pandas==2.2.0
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numpy==1.26.3
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scipy==1.12.0
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# Stock Data
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yfinance==0.2.36
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alpha-vantage==2.3.1
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finnhub-python==2.4.19
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# News & Web Scraping
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feedparser==6.0.11
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newspaper3k==0.2.8
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beautifulsoup4==4.12.3
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lxml==5.1.0
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# NLP & Sentiment
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openai==1.12.0
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tiktoken==0.5.2
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nltk==3.8.1
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textblob==0.17.1
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transformers==4.37.2
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torch==2.2.0
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# Validation & Serialization
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pydantic==2.6.1
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pydantic-settings==2.1.0
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# Utilities
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python-dotenv==1.0.1
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structlog==24.1.0
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tenacity==8.2.3
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python-dateutil==2.8.2
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pytz==2024.1
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# Testing
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pytest==8.0.0
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pytest-asyncio==0.23.4
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pytest-cov==4.1.0
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httpx==0.26.0
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# Development
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black==24.1.1
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isort==5.13.2
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flake8==7.0.0
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mypy==1.8.0
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