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Stock Sentiment Analyzer

McHacks 10 Hackathon Project

Enter any stock ticker and this tool fetches the latest news articles via the Alpaca Markets API, runs them through Cohere's NLP model to evaluate sentiment, then generates a BUY, SELL, or HOLD recommendation with a confidence score.

Live Demo

Tech Stack

Python

Core language

Flask

Web framework

Cohere

NLP model

Alpaca API

News data

BeautifulSoup

Web scraping