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import streamlit as st | |
from pagespeed import generate_response, process_data | |
from ask_questions import answer_question | |
import pandas as pd | |
import numpy as np | |
df = pd.DataFrame() | |
df=pd.read_csv('processed/embeddings.csv', index_col=0) | |
df['embeddings'] = df['embeddings'].apply(eval).apply(np.array) | |
# Set the title | |
if "button" not in st.session_state: | |
st.session_state.button = False | |
st.title("PageSpeed Insights") | |
#start app | |
st.write("Enter a URL to get a PageSpeed Insights report") | |
# Get the URL from the user | |
url = st.text_input("URL", "https://www.google.com") | |
# If the user clicks the button | |
if st.button("Get Report") or st.session_state.button: | |
with st.spinner(text="Collecting data..."): | |
st.session_state.button = True | |
# Get the response | |
data = generate_response(url) | |
# Process the data | |
issues = process_data(data) | |
# Show the data | |
# for each issue in issues, make the title as an st.expander. When the expander is clicked, it shows its description and item. Also add a button in which the user can click to get the answer to the question. | |
for index, issue in enumerate(issues): | |
title = issue["title"] | |
desc = issue["description"] | |
item = issue["item"] | |
with st.expander(title): | |
st.write(desc) | |
if st.button("Fix Issue", key=index): | |
with st.spinner(text="Finding solution..."): | |
question = f"Title: {title}\nDescription: {desc}\nItem: {item}" | |
st.write(answer_question(df, question=issue["description"], debug=False)) |