from langchain import OpenAI, LLMChain, PromptTemplate from langchain.chains import SimpleSequentialChain # Function to generate title and Logline from simple chaining def generate_logline(prompt, creativity, api_key): # Setting up OpenAI LLM llm = OpenAI(temperature=creativity, openai_api_key=api_key, model_name='gpt-3.5-turbo') first_template = 'What is a good name for a story about {description}?' first_prompt = PromptTemplate.from_template(first_template) first_chain = LLMChain(llm=llm, prompt=first_prompt) title = first_chain.run(prompt) second_template = 'Write a logline for the following story: {story_name}' second_prompt = PromptTemplate.from_template(second_template) second_chain = LLMChain(llm=llm, prompt=second_prompt) simple_chain = SimpleSequentialChain(chains=[first_chain, second_chain], verbose=True) logline = simple_chain.run(prompt) return title, logline