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import os
import matplotlib
matplotlib.use('Agg') # Use the 'Agg' backend for non-interactive use
import streamlit as st
import tkinter as tk
from tkinter import scrolledtext
import requests
SECRET_TOKEN = os.getenv("SECRET_TOKEN")
API_URL = "https://api-inference.huggingface.co/models/ahmedrachid/FinancialBERT-Sentiment-Analysis"
headers = {"Authorization": f"Bearer {SECRET_TOKEN}"}
def query(payload):
response = requests.post(API_URL, headers=headers, json=payload)
return response.json()
user_query = st.text_area("Enter your text:")
if st.button("Analyze Sentiment"):
output = query({"inputs": user_query})
st.text("Sentiment Analysis Output:")
st.text(output)
def get_user_input():
user_query = user_input.get("1.0", tk.END).strip()
output_text.delete(1.0, tk.END) # Clear previous output
output = query({"inputs": user_query})
output_text.insert(tk.END, output)
# import tkinter as tk
# from tkinter import scrolledtext
# import requests
# import os
# SECRET_TOKEN = os.getenv("SECRET_TOKEN")
# API_URL = "https://api-inference.huggingface.co/models/ahmedrachid/FinancialBERT-Sentiment-Analysis"
# headers = {"Authorization": "Bearer {SECRET_TOKEN}"}
# def query(payload):
# response = requests.post(API_URL, headers=headers, json=payload)
# return response.json()
# # output = query({
# # "inputs": "I like you. I love you",
# # })
# def get_user_input():
# user_query = user_input.get("1.0", tk.END).strip()
# output_text.delete(1.0, tk.END) # Clear previous output
# output = query({"inputs": user_query})
# output_text.insert(tk.END, output)
# window = tk.Tk()
# window.title("Query Interface")
# user_input_label = tk.Label(window, text="Enter your query:")
# user_input_label.pack()
# user_input = scrolledtext.ScrolledText(window, width=40, height=5, wrap=tk.WORD)
# user_input.pack()
# query_button = tk.Button(window, text="Query", command=get_user_input)
# query_button.pack()
# output_text_label = tk.Label(window, text="Output:")
# output_text_label.pack()
# output_text = scrolledtext.ScrolledText(window, width=40, height=10, wrap=tk.WORD)
# output_text.pack()
# window.mainloop()
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