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| from langchain.prompts import PromptTemplate | |
| from langchain.chains import LLMChain | |
| from langchain.llms import OpenAI | |
| from load_model import call_palm | |
| from calling_apis import google_api_key, openai_api_key | |
| class linkedIn_content_gen: | |
| """ | |
| A class for generating linkedIn Content. | |
| """ | |
| def linkedIn_post_gen(self, topic: str, tone_of_voice:str, language='En', model_name='Google Palm 2', creativity='Original') -> str: | |
| """ | |
| Generate an engaging LinkedIn post based on the provided topic and tone of voice. | |
| Parmaeters: | |
| - self: The instance of the class containing this method. | |
| - topic (str): The topic for the LinkedIn post. | |
| - tone_of_voice (str): The desired tone of voice for the post. | |
| - language (str): the language of the generated content (optional, default value is 'EN'). | |
| - creativity (str): Optional Parameter -> Controling the randomness of the model. Default value is Original | |
| - model_name (str): Optional Parameter -> select the LLM model. Default Value is Google Palm 2 | |
| Returns: | |
| - linkedIn_post (str): The generated LinkedIn post. | |
| """ | |
| temp = 0 | |
| if creativity == 'Original': | |
| temp = 0 | |
| elif creativity == 'Balanced': | |
| temp = 0.25 | |
| elif creativity == 'Creative': | |
| temp = 0.5 | |
| elif creativity == 'Spirited': | |
| temp = 0.75 | |
| elif creativity == 'Visionary': | |
| temp = 1 | |
| if model_name == 'Google Palm 2': | |
| llm = call_palm(google_api_key, temperature=temp) | |
| elif model_name == 'GPT-3.5': | |
| llm = OpenAI(model_name='gpt-3.5-turbo', openai_api_key=openai_api_key, temperature=temp) | |
| elif model_name == 'GPT-4': | |
| llm = OpenAI(model_name='gpt-4', openai_api_key=openai_api_key, temperature=temp) | |
| if language == 'En': | |
| linkedIn_post_prompt = f"Write an engagging LinkedIn Post on {topic}. The tone should be {tone_of_voice}." | |
| linkedIn_post_promptTemp = PromptTemplate( | |
| input_variables=["text_input"], | |
| template="You are a content creator and LinkedIn Posts writer :\n{text_input}\nLinkedIn Post:") | |
| elif language == 'Ar': | |
| linkedIn_post_prompt = f"اكتب منشورًا جذابًا على LinkedIn حول {topic}. يجب أن يكون النبرة {tone_of_voice}." | |
| linkedIn_post_promptTemp = PromptTemplate( | |
| input_variables=["text_input"], | |
| template="أنت مُنشئ محتوى وكاتب لمنشورات LinkedIn :\n{text_input}\nمنشور LinkedIn:") | |
| linkedIn_post_extraction_chain = LLMChain(llm=llm, prompt=linkedIn_post_promptTemp) | |
| linkedIn_post = linkedIn_post_extraction_chain.run(linkedIn_post_prompt) | |
| return linkedIn_post | |
| def linkedIn_ads_gen(self, product_name:str, product_desc:str, target_audience:str, target_keywords:str, language='En', model_name='Google Palm 2', creativity='Original'): | |
| """ | |
| Generates a LinkedIn ad based on the provided product information and target details. | |
| Args: | |
| - product_name (str): The name of the product being advertised. | |
| - product_desc (str): A description of the product being advertised. | |
| - target_audience (str): The intended audience or demographic for the product. | |
| - target_keywords (str): Keywords relevant to the product or its marketing strategy. | |
| - language (str): the language of the generated content (optional, default value is 'EN'). | |
| Returns: | |
| - linkedIn_ad (str): The generated LinkedIn ad copy based on the provided parameters. | |
| """ | |
| temp = 0 | |
| if creativity == 'Original': | |
| temp = 0 | |
| elif creativity == 'Balanced': | |
| temp = 0.25 | |
| elif creativity == 'Creative': | |
| temp = 0.5 | |
| elif creativity == 'Spirited': | |
| temp = 0.75 | |
| elif creativity == 'Visionary': | |
| temp = 1 | |
| if model_name == 'Google Palm 2': | |
| llm = call_palm(google_api_key, temperature=temp) | |
| elif model_name == 'GPT-3.5': | |
| llm = OpenAI(model_name='gpt-3.5-turbo', openai_api_key=openai_api_key, temperature=temp) | |
| elif model_name == 'GPT-4': | |
| llm = OpenAI(model_name='gpt-4', openai_api_key=openai_api_key, temperature=temp) | |
| if language == 'En': | |
| linkedIn_ads_prompt = f"Generate a LinkedIn ad for {product_name}. {product_name} is {product_desc} that is targeted at {target_audience} and uses the keywords {target_keywords}. The ad should be persuasive and engaging, and it should include a call to action." | |
| linkedIn_ads_promptTemp = PromptTemplate( | |
| input_variables=["text_input"], | |
| template="You are a Professional LinkedIn Ad Copywriter:\n{text_input}\nFacebook Ad:") | |
| elif language == 'Ar': | |
| linkedIn_ads_prompt = f"أنشئ إعلانًا على LinkedIn لـ {product_name}. {product_name} هو {product_desc} المستهدف نحو {target_audience} ويستخدم الكلمات الرئيسية {target_keywords}. يجب أن يكون الإعلان مقنعًا وجذابًا، ويجب أن يتضمن دعوة للعمل." | |
| linkedIn_ads_promptTemp = PromptTemplate( | |
| input_variables=["text_input"], | |
| template="أنت كاتب إعلانات محترف على LinkedIn:\n{text_input}\nإعلان على فيسبوك:") | |
| linkedIn_ad_extraction_chain = LLMChain(llm=llm, prompt=linkedIn_ads_promptTemp) | |
| linkedIn_ad = linkedIn_ad_extraction_chain.run(linkedIn_ads_prompt) | |
| return linkedIn_ad | |