Stock Portfolio Analyzer

Stock Portfolio Analyzer is a Streamlit web application. The system extracts text from the uploaded PDF, analyzes the portfolio using Groq API, and provides stock recommendations. The recommendations include which stock to keep, sell and buy along with suggested quantities.

Features

• Upload a portfolio PDF for analysis.
• Extract stock information from the uploaded file.
• Analyzes the portfolio using Groq API's Llama-3.3-70B-Versatilie model.
• Receive detailed stock recommendations in table format.
• Interactive web-based interface using streamlit.

About Llama

Requirements

To run the application you need:

• Python 3.x
• Streamlit
• Groq API key
• PyPDF2 for extracting text from PDFs.

Installation

1. Clone the repository:

git clone https://github.com/INEcodes/FOSSHack.git

2. Install required dependencies:

pip install -r requirements.txt

3. Create a .env file and add your Groq API key:

groq_api = your_api_key_here

Usage

1. Run the Streamlit app:

streamlit run app.py

2. Upload the PDF containing your stock portfolio.

3. Wait for the system to extract the text and analyze the portfolio.

4. View stock recommendations in table format.

Output

• Upload your PDF document

• get detailed information on your portfolio

Limitations

• The quality of the analysis depends on the portfolio text extracted from the PDF.

• The API response format should be structured properly for better readability.

• Requires a valid Groq API key for analysis.

Authors

• Abhay Singh Chauhan
• Abhinav Tiwari
• Amogh Biradar
• Dev Deep Narayan