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Update app.py
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app.py
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import gradio as gr
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import requests
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import json
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OXYLABS_ENDPOINT = 'https://realtime.oxylabs.io/v1/queries'
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OXYLABS_AUTH = ('user', 'pass1')
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OPENAI_ENDPOINT = 'https://api.openai.com/v1/engines/davinci/completions'
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OPENAI_AUTH = 'Bearer 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'
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def get_product_details(asin, domain):
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payload = {
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'source': 'amazon_product',
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'context': [{'key': 'autoselect_variant', 'value': True}]
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}
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response = requests.post(OXYLABS_ENDPOINT, auth=OXYLABS_AUTH, json=payload)
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data = response.json()
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#
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def get_reviews(asin, domain):
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payload = {
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'parse': True
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}
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response = requests.post(OXYLABS_ENDPOINT, auth=OXYLABS_AUTH, json=payload)
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review_texts = "\n\n".join([review["content"] for review in reviews])
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# Summarize reviews using OpenAI
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openai_payload = {
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'prompt': f"Summarize the following reviews:\n\n{review_texts}",
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'max_tokens': 150
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}
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headers = {
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'Authorization': OPENAI_AUTH,
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'Content-Type': 'application/json'
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}
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response = requests.post(OPENAI_ENDPOINT, headers=headers, json=openai_payload)
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summary = response.json()["choices"][0]["text"].strip()
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return summary
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def amazon_combined_interface(asin, domain):
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product_details = get_product_details(asin, domain)
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review_summary = get_reviews(asin, domain)
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return product_details, review_summary
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gr.Dropdown(choices=["com", "uk", "de", "fr", "es", "it", "nl"], label="Select Marketplace")
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],
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outputs=[
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gr.Textbox(label="Product Details"),
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gr.Textbox(label="Review Summary")
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]
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)
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def get_product_details(asin, domain):
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payload = {
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'source': 'amazon_product',
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'context': [{'key': 'autoselect_variant', 'value': True}]
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}
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response = requests.post(OXYLABS_ENDPOINT, auth=OXYLABS_AUTH, json=payload)
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data = response.json()
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# Check if 'results' and 'content' keys are present in the data
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if 'results' in data and len(data['results']) > 0 and 'content' in data['results'][0]:
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content = data['results'][0]['content']
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product_info = {
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"asin": content.get("asin", "N/A"),
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"title": content.get("title", "N/A"),
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"brand": content.get("brand", "N/A"),
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"price": content.get("price", "N/A"),
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"rating": content.get("rating", "N/A"),
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"description": content.get("description", "N/A")
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}
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return json.dumps(product_info, indent=4)
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else:
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return "Failed to retrieve product details."
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def get_reviews(asin, domain):
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payload = {
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'parse': True
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}
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response = requests.post(OXYLABS_ENDPOINT, auth=OXYLABS_AUTH, json=payload)
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data = response.json()
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# Check if 'results', 'content', and 'reviews' keys are present in the data
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if 'results' in data and len(data['results']) > 0 and 'content' in data['results'][0] and 'reviews' in data['results'][0]['content']:
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reviews = data['results'][0]['content']['reviews']
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review_texts = "\n\n".join([review["content"] for review in reviews])
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openai_payload = {
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'prompt': f"Summarize the following reviews:\n\n{review_texts}",
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'max_tokens': 150
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}
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headers = {
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'Authorization': OPENAI_AUTH,
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'Content-Type': 'application/json'
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}
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response = requests.post(OPENAI_ENDPOINT, headers=headers, json=openai_payload)
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summary = response.json()["choices"][0]["text"].strip()
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return summary
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else:
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return "Failed to retrieve reviews."
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