txtai-finance.py

# pip install yfinance txtai

import yfinance as yf
import txtai

def prompt(ticker):
  return f"""
Answer the following question using only the context below. Only include information
specifically discussed.

question: Analyze the following information on the stock and give a recommendation
context: {yf.Ticker(ticker).info}
"""

# Create LLM and run prompt for stock ticker
llm = txtai.LLM("hugging-quants/Meta-Llama-3.1-8B-Instruct-AWQ-INT4")
llm([{"content": prompt("AAPL"), "role": "user"}], maxlength=4096)

# Overall, Apple's strong financial performance, growing earnings, positive analyst
# sentiment, and strong cash position make it an attractive investment opportunity.
# However, as with any investment, it's essential to conduct thorough research and
# consider your individual financial goals and risk tolerance before making a decision.