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StockLLM: A Stock Analyzer with Comprehensive LLM Insights

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C-DragonAI/StockLLM

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Python LLM rai docker release Flask

Features | Installation | Quickstart | Contributing

StockLLM leverages advanced Large Language Models (LLMs) to perform comprehensive stock market analysis and generate investment forecasting. By utilizing an innovative approach that integrates multiple indicators and applies ensemble learning techniques, StockLLM effectively predicts individual stock movements.

Users can easily forecast stock price trends by simply providing an API key, making sophisticated financial analysis accessible and user-friendly.

Features

StockLLM is a multimedia AI analysis tool that integrates various facets of stock market data, combining both structured and unstructured information to deliver comprehensive insights and predictions.

Multimedia Analysis: Combines data from diverse sources including structured financial data, market indicators, and unstructured data such as text and audio.

Comprehensive Market Insights: Analyzes multiple market dimensions including technical indicators, fundamental analysis, sentiment analysis, and macroeconomic factors.

GPT Learning Strategy: Implements a unique API learning approach with OpenAI GPT models, breaking free from conventional Loss Function constraints, which must have model parameters for learning.

🛠️ Installation

TODO

🚀 Quickstart

TODO

💁 Contributing

As an open-source initiative in a rapidly evolving domain, we are extremely open to contributions, be it through the addition of new features or the improvement of documentation.

For detailed information on how to contribute, see here.

📑 License

StockLLM is completely free and open-source and licensed under the Apache 2.0 license.