AI4Finance-Foundation/FinGPT ? reverse-engineered prompt

I want to build a financial AI assistant, sort of like my own personal robo-advisor. The whole idea is to create an open-source tool that helps with investment analysis by using large language models.

It should have two main capabilities. First, I need it to perform financial sentiment analysis. It should look at news headlines and social media posts to figure out if the general feeling about a stock is positive, negative, or neutral. Second, I want a stock forecasting feature. I should be able to give it a stock ticker, like AAPL or NVDA, and have it generate a detailed analysis of the company and a prediction for how the stock price might move in the next week.

Please build this using Python and leverage powerful open-source LLMs for the core intelligence. The system should be designed so it can be fine-tuned with new data easily. You can use pre-trained financial models from Hugging Face to get started.