Spaces:
Build error
Build error
Upload 3 files
Browse files- .env +1 -0
- app.py +100 -0
- requirements.txt +6 -3
.env
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
OPENROUTER_API_KEY=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
|
app.py
ADDED
|
@@ -0,0 +1,100 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import streamlit as st
|
| 2 |
+
import requests
|
| 3 |
+
import json
|
| 4 |
+
import os
|
| 5 |
+
from dotenv import load_dotenv
|
| 6 |
+
from langchain_community.document_loaders import WebBaseLoader
|
| 7 |
+
|
| 8 |
+
# Load environment variables from .env file
|
| 9 |
+
load_dotenv()
|
| 10 |
+
|
| 11 |
+
# Function to load the article/blog post from a URL
|
| 12 |
+
def load_text(url):
|
| 13 |
+
"""Load the article/blog post from a URL"""
|
| 14 |
+
try:
|
| 15 |
+
loader = WebBaseLoader(url)
|
| 16 |
+
loader.requests_kwargs = {
|
| 17 |
+
'verify': False,
|
| 18 |
+
'headers': {'User-Agent': os.getenv('USER_AGENT', 'SummarizerBot/1.0 (https://your-site.com)')}
|
| 19 |
+
}
|
| 20 |
+
docs = loader.load()
|
| 21 |
+
return docs[0].page_content if docs else None # Extract text content
|
| 22 |
+
except Exception as e:
|
| 23 |
+
st.error(f"Error loading URL: {e}")
|
| 24 |
+
return None
|
| 25 |
+
|
| 26 |
+
# Function to summarize text using Gemma 3 27B via OpenRouter API
|
| 27 |
+
def summarize_text(url):
|
| 28 |
+
"""Summarize the content from the given URL using Gemma 3 27B via OpenRouter API"""
|
| 29 |
+
text = load_text(url)
|
| 30 |
+
if not text:
|
| 31 |
+
return None
|
| 32 |
+
|
| 33 |
+
# Define the prompt for summarization
|
| 34 |
+
summary_prompt = f"""
|
| 35 |
+
You are an expert summarizer. Your task is to create a concise summary of the following text. The summary should be no more than 7-8 sentences long.
|
| 36 |
+
|
| 37 |
+
TEXT: {text}
|
| 38 |
+
|
| 39 |
+
SUMMARY:
|
| 40 |
+
"""
|
| 41 |
+
|
| 42 |
+
try:
|
| 43 |
+
# Make API request to OpenRouter for summarization
|
| 44 |
+
response = requests.post(
|
| 45 |
+
url="https://openrouter.ai/api/v1/chat/completions",
|
| 46 |
+
headers={
|
| 47 |
+
"Authorization": f"Bearer {os.getenv('OPENROUTER_API_KEY')}",
|
| 48 |
+
"Content-Type": "application/json",
|
| 49 |
+
"HTTP-Referer": os.getenv('SITE_URL', '<YOUR_SITE_URL>'), # Optional, defaults to placeholder
|
| 50 |
+
"X-Title": os.getenv('SITE_NAME', '<YOUR_SITE_NAME>'), # Optional, defaults to placeholder
|
| 51 |
+
},
|
| 52 |
+
data=json.dumps({
|
| 53 |
+
"model": "google/gemma-3-27b-it:free",
|
| 54 |
+
"messages": [
|
| 55 |
+
{
|
| 56 |
+
"role": "user",
|
| 57 |
+
"content": [
|
| 58 |
+
{
|
| 59 |
+
"type": "text",
|
| 60 |
+
"text": summary_prompt
|
| 61 |
+
}
|
| 62 |
+
]
|
| 63 |
+
}
|
| 64 |
+
]
|
| 65 |
+
})
|
| 66 |
+
)
|
| 67 |
+
|
| 68 |
+
# Check if the request was successful
|
| 69 |
+
if response.status_code == 200:
|
| 70 |
+
result = response.json()
|
| 71 |
+
summary = result['choices'][0]['message']['content']
|
| 72 |
+
return summary.strip()
|
| 73 |
+
else:
|
| 74 |
+
st.error(f"API Error: {response.status_code} - {response.text}")
|
| 75 |
+
return None
|
| 76 |
+
|
| 77 |
+
except Exception as e:
|
| 78 |
+
st.error(f"Error summarizing content: {e}")
|
| 79 |
+
return None
|
| 80 |
+
|
| 81 |
+
# Streamlit app interface
|
| 82 |
+
st.title("Summarizer AI")
|
| 83 |
+
st.markdown("Enter a URL to summarize the content concisely")
|
| 84 |
+
|
| 85 |
+
with st.form(key='summarizer_form'):
|
| 86 |
+
url = st.text_area(
|
| 87 |
+
label="Enter the URL of the article or blog post:",
|
| 88 |
+
max_chars=250,
|
| 89 |
+
placeholder="https://example.com/article"
|
| 90 |
+
)
|
| 91 |
+
submit_button = st.form_submit_button(label="Summarize")
|
| 92 |
+
|
| 93 |
+
if submit_button and url:
|
| 94 |
+
with st.spinner("Summarizing..."):
|
| 95 |
+
summary = summarize_text(url)
|
| 96 |
+
if summary:
|
| 97 |
+
st.subheader("Summary")
|
| 98 |
+
st.write(summary)
|
| 99 |
+
else:
|
| 100 |
+
st.error("Unable to generate summary. Please check the URL or try again.")
|
requirements.txt
CHANGED
|
@@ -1,3 +1,6 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
openai
|
| 2 |
+
streamlit
|
| 3 |
+
requests
|
| 4 |
+
python-dotenv
|
| 5 |
+
langchain-community
|
| 6 |
+
beautifulsoup4
|