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| from textwrap import dedent | |
| import base64 | |
| import requests | |
| from openai import OpenAI | |
| import os | |
| from decouple import config | |
| import json | |
| OPENAI_API_KEY = config('OPENAI_API_KEY', default="") | |
| voice_edit = dedent(""" | |
| ### Instruction: | |
| audio transcription starts here | |
| {text} | |
| audio transcription ends here | |
| I want you to provide the json format with all the details filled as mentioned below by getting information from the audio transcription. | |
| ( return "null" where you don't have a answer) | |
| "brand": sample_brand | |
| "mrp": 12, ##price of product | |
| "unit": per pack | |
| "Quantity": 1, ##num of products visible | |
| "parent_category": from the above given list" | |
| "ingredients": ["ingredient1", "ingredient2", "ingredient3"] ##list of ingredients | |
| "calorie_count": 12 ##calorie count | |
| "marketed_by": ##sample_marketer | |
| "manufactured_by": ##manufacturer | |
| "manufactured_in_country": India ##Country of manufacture | |
| "type_of_packaging": Box | |
| "promotion_on_the_pack": | |
| "type_of_product": ## give this your understanding of product | |
| "pack_of_or_no_of_units": ##No. of Units | |
| "description": ##description of product | |
| "weight": ##weight of product | |
| Only return the output in the required json format with string in enclosed in double quotes. | |
| """) | |
| def getname(prompt): | |
| client = OpenAI(api_key=OPENAI_API_KEY) | |
| completion = client.chat.completions.create( | |
| response_format={ "type": "json_object" }, | |
| model="gpt-3.5-turbo-1106", | |
| messages=[ | |
| {"role": "user", "content": prompt , } | |
| ] | |
| ) | |
| return completion.choices[0].message.content | |
| def extract_json_from_text(text): | |
| text = str(text) | |
| print(f"Extracting JSON from text: {text}") | |
| try: | |
| # Find the JSON part within the text | |
| start_index = text.find('{') | |
| end_index = text.rfind('}') + 1 | |
| json_part = text[start_index:end_index] | |
| json_part = json.loads(json_part.strip()) | |
| return json_part | |
| except Exception as e: | |
| print(f"\033[31m Exception occurred while loading JSON: {str(e)} [0m") | |
| return e |