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a1e8780 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 | import streamlit as st
import requests
BASE_URL = "http://localhost:8000" # Base URL for API requests
st.title("Company News Sentiment Analysis")
# Input field for company name
company_name = st.text_input(
"Enter the company name:",
placeholder="Example: Microsoft, Apple, Tesla"
)
# Function to display articles with sentiment analysis
def display_articles(articles):
for i, article in enumerate(articles, start=1):
st.markdown(f"##### **Article {i}: {article['Title']}**")
st.write(f"- **Summary:** {article['Summary']}")
st.write(f"- **Sentiment:** {article['Sentiment']} | **Score:** {article['Score']:.2f}")
st.write(f"- **Topics:** {', '.join(article['Topics'])}")
# Function to display sentiment distribution in table format
def display_sentiment_distribution(sentiment_distribution):
st.markdown("#### **Sentiment Distribution:**")
sentiment_data = {
"Sentiment": list(sentiment_distribution.keys()),
"Count": list(sentiment_distribution.values())
}
st.table(sentiment_data)
# Function to display coverage differences between articles
def display_coverage_differences(coverage_differences):
if coverage_differences:
st.markdown("#### **Coverage Differences:**")
for diff in coverage_differences:
st.write(f"- **{diff['Comparison']}:** {diff['Impact']}")
# Function to display topic overlap analysis
def display_topic_overlap(topic_overlap):
st.markdown("#### **Topic Overlap:**")
st.write(f"- **Common Topics:** {', '.join(topic_overlap['Common Topics'])}")
st.markdown("- **Unique Topics by Article:**")
for article, topics in topic_overlap["Unique Topics"].items():
st.write(f" - **{article}:** {', '.join(topics)}")
# Button to generate summary based on company name
if st.button("Generate Summary"):
if company_name:
try:
summary_url = f"{BASE_URL}/generateSummary?company_name={company_name}"
response = requests.post(summary_url)
if response.status_code == 200:
data = response.json()
st.markdown(f"#### **Company: {data.get('Company', 'Unknown')}**")
# Display articles with sentiment analysis
st.markdown("#### **Articles:**")
display_articles(data.get("Articles", []))
# Display sentiment analysis details
st.markdown("#### **Comparative Sentiment Score:**")
sentiment_distribution = data.get("Comparative Sentiment Score", {}).get("Sentiment Distribution", {})
display_sentiment_distribution(sentiment_distribution)
coverage_differences = data.get("Comparative Sentiment Score", {}).get("Coverage Differences", [])
display_coverage_differences(coverage_differences)
topic_overlap = data.get("Comparative Sentiment Score", {}).get("Topic Overlap", {})
display_topic_overlap(topic_overlap)
# Display final sentiment analysis result
st.markdown("#### **Final Sentiment Analysis:**")
st.write(data.get("Final Sentiment Analysis", "No sentiment analysis available."))
# Display and play Hindi summary audio
st.markdown("#### **Hindi Summary Audio:**")
st.write(data.get("Audio", "No Audio available"))
audio_url = f"{BASE_URL}/downloadHindiAudio"
audio_response = requests.get(audio_url)
if audio_response.status_code == 200:
st.audio(audio_response.content, format="audio/mp3")
else:
st.error("Failed to load audio.")
else:
st.error(f"Error: {response.status_code}, {response.text}")
except Exception as e:
st.error(f"An error occurred: {e}")
else:
st.warning("Please enter a company name !")
# Button to download the final summary in JSON format
if st.button("Download JSON File"):
json_url = f"{BASE_URL}/downloadJson"
try:
response = requests.get(json_url)
if response.status_code == 200:
st.download_button(
label="Download JSON File",
data=response.content,
file_name="final_summary.json",
mime="application/json",
)
else:
st.error(f"Error: {response.status_code}, {response.text}")
except Exception as e:
st.error(f"An error occurred: {e}")
# Button to download Hindi summary audio file
if st.button("Download Hindi Audio"):
audio_url = f"{BASE_URL}/downloadHindiAudio"
try:
response = requests.get(audio_url)
if response.status_code == 200:
st.download_button(
label="Download Hindi Audio",
data=response.content,
file_name="hindi_summary.mp3",
mime="audio/mp3",
)
else:
st.error(f"Error: {response.status_code}, {response.text}")
except Exception as e:
st.error(f"An error occurred: {e}") |