{"repo":"ChanithaAbey/AI-Agent-for-Stock-Prediction","free":true,"listed":false,"github":"https://github.com/ChanithaAbey/AI-Agent-for-Stock-Prediction","clone":"git clone https://github.com/ChanithaAbey/AI-Agent-for-Stock-Prediction.git","description":"An AI Agent for stock data analysis, news rerieval, and prediction; powered by yfinance, GroqCloud, Llama and TheNewsAPI.","language":"Python","stars":21,"topics":["ai","groq","llama","llm","quantitative-finance","stock-market","stock-price-prediction","yahoo-finance"],"license":"MIT","category":"ai-agents","readme_excerpt":"AI Agent for Stock Prediction and Analysis An AI Agent for stock data analysis, news rerieval, and prediction; powered by Yahoo Finance, GroqCloud, Llama and TheNewsAPI. Features - It gets the immediate 1-year history stocks data for any global stock ticker (Eg: AAPL, MSFT, etc.) - Automatically recognizes periods of high or low share prices - Retrieves relevant business/technology news that are linked to significant price events. - Provides in-depth analysis, Buy/Sell/Hold suggestion, and summarization through an LLM API (Llama LLM, provided by Groq Cloud). - Saves all the information in a .csv file for further analysis and reference. - Graphical Representation of the stocks performance using matplotlib. - A strong command-line interface for handling errors that lets the script run on almost any device due to high versatility. Setup 1. Clone 2. Virtual Environment (recommended) 3. Install dependencies 4. Add API keys Create a .env file in the project root and add your keys: 5. Run Files - main.py - Main script which retrieves and analyzes data whilsnt plotting and storing. - news module.py - NewsAgent module which provides news, related to stock changes. - .env.example - Example file for enviroment variabes (API Keys) - requirements.txt - Python dependencies. - .gitignore - Standard ignores. Notes - The tool is designed for educational and research purposes. Recommendations are generated by an LLM and should not be taken as legitamate financial advice . - Supports any ticker","default_branch":null,"files":null,"tree":[],"storefront":"/r/ChanithaAbey","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ChanithaAbey/AI-Agent-for-Stock-Prediction/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}