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| import gradio as gr | |
| from huggingface_hub import InferenceClient | |
| # Initialize the language model | |
| generator = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1") | |
| def generate_script(host_name="John", listener_location="City", causes_climate_change="human activities", | |
| co2_level=400, effects_climate_change="rising temperatures", sea_level_rise=0.1, | |
| warming_rate=0.2, potential_solutions="renewable energy", individual_role="reduce carbon footprint", | |
| call_to_action="act now"): | |
| # Variables | |
| prompt_template = f"""INTRODUCTION: {host_name}, good morning! This is {listener_location}'s local radio station. Today we're talking about an issue that affects us all - climate change. It's a pressing issue that requires our immediate attention... | |
| CAUSES OF CLIMATE CHANGE: The causes of climate change are {causes_climate_change}. Today, the level of CO2 in our atmosphere is {co2_level}, which is concerning... | |
| EFFECTS OF CLIMATE CHANGE: These activities result in {effects_climate_change}, leading to drastic changes in our environment. For instance, sea levels are rising at a rate of {sea_level_rise} per year, and global temperatures are increasing at a rate of {warming_rate} per decade... | |
| POTENTIAL SOLUTIONS: But don't worry, there are solutions. {potential_solutions} are all steps we can take to mitigate these effects... | |
| INDIVIDUAL ROLE: Each one of us plays a role in combatting climate change. Even small actions can make a big difference. In fact, our location, {listener_location}, is particularly vulnerable to climate change due to its geographical features... | |
| CALL TO ACTION: So, {listener_location}, why wait? Start taking steps today towards a greener future. Support local businesses that prioritize sustainability, reduce your carbon footprint, and voice your opinion to policy makers... | |
| SUMMARY: In conclusion, climate change is a serious issue that requires our immediate attention. But by understanding its causes, effects, and potential solutions, we can all play a part in mitigating its impact. Thank you for joining us today, and remember, every small action counts!""" | |
| # Generate the script | |
| script = generator(prompt_template, max_length=1000)[0]['generated_text'] | |
| # Split the script into sections | |
| sections = script.split("\n") | |
| # Calculate the word count for each section | |
| word_counts = [len(section.split()) for section in sections] | |
| # Check if any section exceeds the target word count | |
| for i, count in enumerate(word_counts): | |
| if count > 200: | |
| print(f"Warning: Section {i + 1} exceeds the target word count. You may need to shorten this section.") | |
| return script | |
| # Create a Gradio interface with default values | |
| iface = gr.Interface(fn=generate_script, | |
| inputs=[gr.Textbox(label="Host Name", value="John"), | |
| gr.Textbox(label="Listener Location", value="City"), | |
| gr.Textbox(label="Causes Climate Change", value="human activities"), | |
| gr.Number(label="CO2 Level", default=400), | |
| gr.Textbox(label="Effects Climate Change", value="rising temperatures"), | |
| gr.Number(label="Sea Level Rise", default=0.1), | |
| gr.Number(label="Warming Rate", default=0.2), | |
| gr.Textbox(label="Potential Solutions", value="renewable energy"), | |
| gr.Textbox(label="Individual Role", value="reduce carbon footprint"), | |
| gr.Textbox(label="Call To Action", value="act now")], | |
| outputs="text") | |
| # Launch the interface | |
| iface.launch() | |