utils.py

import os
import time
from serpapi import GoogleSearch
from langchain_google_genai import ChatGoogleGenerativeAI
from langchain.chains import LLMChain
from langchain.prompts import PromptTemplate

def generate_script(prompt, video_length, creativity, api_key):
    # Setup Google (Gemini) using the provided API key
    chat = ChatGoogleGenerativeAI(
        model="gemini-1.5-flash",
        google_api_key=api_key,
        temperature=creativity  # Adjust creativity level using temperature
    )

    # Prompt template for generating video title
    title_template = PromptTemplate(
        input_variables=["topic"], 
        template="Generate a YouTube video title based on the following topic: {topic}"
    )
    title_chain = LLMChain(llm=chat, prompt=title_template, verbose=True)

    # Generate the title from the input prompt
    title = title_chain.run({"topic": prompt})

    # Use SerpAPI to get search data
    search_params = {
        "q": prompt,
        "api_key": os.getenv('SERPAPI_API_KEY')  # Make sure your API key is stored in the .env file
    }
    
    search = GoogleSearch(search_params)  # Correct way to use SerpAPI
    search_data = search.get_dict()  # This returns the search data in dictionary format

    # Ensure that the search data is in the correct format
    if "organic_results" in search_data:
        search_data = search_data["organic_results"]
    else:
        search_data = []

    # Organize the script into sections
    script = f"**Generated Script for Topic: {prompt}**\n\n"
    script += f"**Video Title:** {title}\n\n"
    script += f"**Introduction:**\n"
    script += f"Host: 'Hey there, welcome to our channel! In today's video, we're diving into {title}. Let’s get started!'\n\n"

    # Add key points to the script based on the search data
    script += f"**Key Points to Discuss:**\n"
    if search_data:
        for index, result in enumerate(search_data[:5]):  # Taking top 5 results for a concise script
            title_result = result.get('title', 'No title available')
            snippet_result = result.get('snippet', 'No description available')
            
            # Ensure that the search data has valid title and snippet
            if title_result and snippet_result:
                script += f"{index + 1}. {title_result}.\n"
                script += f"   - Key Insights: {snippet_result}\n\n"  # Fixed: correctly closed string here
            else:
                script += f"{index + 1}. No valid data available.\n"
    else:
        script += "No search data available to generate key points.\n"

    # Add a conclusion to the script
    script += f"**Conclusion:**\n"
    script += f"Host: 'We hope you found these tips helpful! Don’t forget to like, share, and subscribe for more content. See you in the next video!'\n"

    return title, script, search_data