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. Here we have used Meta's Llama LLM to give more specific and accurate responses.