#loading the boiler plate code
import openai
import os
from dotenv import load_dotenv, find_dotenv #library to load the local environment variables jupyter
_=load_dotenv(find_dotenv()) 
api_key= os.getenv("OPENAI_API_KEY")

#creating the basic prompting function

client = openai.OpenAI()

def get_completion(prompt, model = "gpt-3.5-turbo"):
    messages = [{"role": "user", "content":prompt}]
    response =  client.chat.completions.create(
        model = model,
        messages = messages,
        temperature = 0
    )
    return response.choices[0].message.content

# ipad review

sample_text = f"""
Product Name: Apple iPad Air

I Grabed it for 40k in the great Indian festival sale. Although it took much efforts to grab the deal due to limited stock. Now Come to the Machine, it's absolutely fantastic. The M1 chip makes it powerhouse. In fact there are not many apps available to use its power.
Rating
Battery 5/5. - I charge once in a day.
Display 4/5. - It's 60hz. It feels slow due to the bigger screen size. Atleast 90hz display is expected at this price point.
Sound 5/5. Clear vocals, balanced sound, base is enough.
Finger print (touch I'd) - it's slow. You have to hold your finger on it. Even in redmi realme phones of 10k range they are 0roviding faster touch I'd than this one.
Camera 4/5. - 12 mp camera is more than sufficient but FLASH is Missing. Flash must be provided it helps scanning the docs in dark.
Storage 4/5. - There must be a 128gb variant in air series.
Charger could have been more powerful.
Connectivity - C type opens option to connect anywhere. Wireless pencil is awesome you don't need to charge separately. Just use and stick it to the edge of your ipad that's all. It charges wirelessly.
Over all a good buy.
For me this is the best machine because I purchased it in just 40k.

"""

prompt = f"""
As a product review department, please share the summary of the {sample_text} in 40 words.
"""
response = get_completion(prompt)
print(response)

prompt = f"""
As a product review department, please share the summary of the {sample_text} in 40 words focussed around the product quality.
"""
response = get_completion(prompt)
print(response)

buckets = f"""
price, product_quality,camera_quality, delivery_speed, product_purchase_time
"""
keys = f"""
productName as parent key, sub keys ```{buckets}``` 
"""
prompt = f"""
As a product review department, please share the summary of the {sample_text} in 40 words per bucket. Use the rules as specific in the text below:
1. Summarize the {sample_text} in the different buckets as described by {buckets}.
2. Store the information in JSON format with the {keys} as mentioned. Please keep parent keys and child keys are separate
3. If relevant data is not available for review then mention the specific key value as "Data not found"
"""
response = get_completion(prompt)
print(response)

buckets = f"""
price, product_quality,camera_quality, delivery_speed, product_purchase_time
"""
paragraph_detail = f"""
Key Points, Data Table, Conclusion
"""
keys = f"""
productName as parent key, sub keys ```{buckets}``` 
"""
prompt = f"""
As a product review department, please share the summary of the {sample_text} in 100 words. Use the rules as specific in the text below:
1. Summarize the entire data in HTML format as per the text mentioned in {paragraph_detail} 
2. In the data table paragraph create a HTML table with the table columns as {buckets} and values as defined in {sample_text} 
4. If relevant data is not available for HTML table then mention the specific value as "Data not found"
"""
response = get_completion(prompt)
print(response)

from IPython.display import display, HTML
display(HTML(response))

buckets = f"""
price, product_quality,camera_quality, delivery_speed, product_purchase_time
"""
paragraph_headings = f"""
Key Points, Data Table, Conclusion
"""
keys = f"""
productName as parent key, sub keys ```{buckets}``` 
"""
prompt = f"""
As a product review department, please share the summary of the {sample_text} in 100 words. Use the rules as specific in the text below:
1. Summarize the entire data in HTML format as per the headings mentioned in {paragraph_headings} 
2. Key Points heading should contain a summary text of the {sample_text}
3. In the data table paragraph create a HTML table with the table columns as {buckets} and values as defined in {sample_text} 
3.1. If relevant data is not available for HTML table then mention the specific value as "Data not found"
4. It is important that we get the values in the HTML table absolutely correct. So double check each response before sharing.
"""
response = get_completion(prompt)
print(response)

display(HTML(response))

#loading GPT 4 model

def get_completion_gpt4(prompt, model = "gpt-4-turbo-preview"):
    messages = [{"role": "user", "content":prompt}]
    response =  client.chat.completions.create(
        model = model,
        messages = messages,
        temperature = 0
    )
    return response.choices[0].message.content

buckets = f"""
price, product_quality,camera_quality, delivery_speed, product_purchase_time
"""
paragraph_headings = f"""
Key Points, Data Table, Conclusion
"""
keys = f"""
productName as parent key, sub keys ```{buckets}``` 
"""
prompt = f"""
As a product review department, please share the summary of the {sample_text} in 100 words. Use the rules as specific in the text below:
1. Summarize the entire data in HTML format as per the headings mentioned in {paragraph_headings} 
2. Key Points heading should contain a summary text of the {sample_text}
3. In the data table paragraph create a HTML table with the table columns as {buckets} and values as defined in {sample_text} 
3.1. If relevant data is not available for HTML table then mention the specific value as "Data not found"
4. It is important that we get the values in the HTML table absolutely correct. So double check each response before sharing.
"""
response = get_completion_gpt4(prompt)
print(response)

display(HTML(response))

<!DOCTYPE html>
<html>
<head>
<title>Apple iPad Air Review Summary</title>
</head>
<body>

<h2>Key Points</h2>
<p>The Apple iPad Air, purchased during the Great Indian Festival sale for 40k, is described as a fantastic machine powered by the M1 chip, though it's noted there aren't many apps that fully utilize its power. The device boasts a solid battery life, requiring only daily charging, but its 60hz display is seen as a drawback, with a preference for at least a 90hz display at this price point. Sound quality is praised, while the fingerprint sensor is criticized for its slowness. The camera is adequate but lacks a flash, and storage options could be improved. Connectivity features and the wireless pencil are highlighted as positives, making it overall a good purchase, especially at the sale price.</p>

<h2>Data Table</h2>
<table border="1">
<tr>
<th>price</th>
<th>product_quality</th>
<th>camera_quality</th>
<th>delivery_speed</th>
<th>product_purchase_time</th>
</tr>
<tr>
<td>40k</td>
<td>High</td>
<td>Good</td>
<td>Data not found</td>
<td>Great Indian Festival sale</td>
</tr>
</table>

<h2>Conclusion</h2>
<p>Overall, the Apple iPad Air is considered a valuable purchase, especially for the price of 40k during a sale. It excels in performance thanks to the M1 chip, offers great sound and battery life, though it falls short in display refresh rate and fingerprint sensor speed. The lack of a flash for the camera and limited storage options are minor drawbacks. The inclusion of a C-type connector and a wireless pencil enhances its usability, making it a recommended choice for those looking for a powerful tablet.</p>

</body>
</html>