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| import gradio as gr | |
| import requests | |
| import importlib | |
| import pytz | |
| from datetime import datetime | |
| from bs4 import BeautifulSoup | |
| from huggingface_hub import InferenceClient | |
| # Import weather script | |
| weather = importlib.import_module("weather") | |
| # Hugging Face model | |
| client = InferenceClient("Futuresony/future_ai_12_10_2024.gguf") | |
| def google_search(query): | |
| """Scrape Google search for an answer.""" | |
| url = f"https://www.google.com/search?q={query}" | |
| headers = {"User-Agent": "Mozilla/5.0"} | |
| try: | |
| response = requests.get(url, headers=headers) | |
| soup = BeautifulSoup(response.text, "html.parser") | |
| result = soup.find("div", class_="BNeawe iBp4i AP7Wnd") | |
| if result: | |
| return result.text | |
| return "Sorry, I couldn't find an answer." | |
| except Exception: | |
| return "I'm unable to fetch data from Google right now." | |
| def get_time_in_city(city): | |
| """Fetch current time for any city using pytz""" | |
| try: | |
| timezone = pytz.timezone(pytz.country_timezones['US'][0]) if city.lower() == "new york" else pytz.utc | |
| now = datetime.now(timezone) | |
| return f"The current time in {city} is {now.strftime('%H:%M:%S')}." | |
| except Exception: | |
| return "I couldn't fetch the time for that city." | |
| def get_current_date(): | |
| """Return today's date""" | |
| return f"Today's date is {datetime.today().strftime('%d %B %Y')}." | |
| def respond(message, history, system_message, max_tokens, temperature, top_p): | |
| """Chatbot that answers user and fetches real-time info if needed.""" | |
| message_lower = message.lower() | |
| # Time-related questions | |
| if "what time" in message_lower or "saa ngapi" in message_lower: | |
| city = message.split()[-1] # Assume last word is city name | |
| return get_time_in_city(city) | |
| # Date-related questions | |
| if "what date" in message_lower or "leo ni tarehe ngapi" in message_lower: | |
| return get_current_date() | |
| # Weather-related questions | |
| if "weather" in message_lower or "hali ya hewa" in message_lower: | |
| city = message.split()[-1] | |
| return weather.get_weather(city) | |
| # General knowledge questions → Try Google if model fails | |
| messages = [{"role": "system", "content": system_message}] | |
| for val in history: | |
| if val[0]: messages.append({"role": "user", "content": val[0]}) | |
| if val[1]: messages.append({"role": "assistant", "content": val[1]}) | |
| messages.append({"role": "user", "content": message}) | |
| response = "" | |
| for message in client.chat_completion(messages, max_tokens=max_tokens, stream=True, temperature=temperature, top_p=top_p): | |
| token = message.choices[0].delta.content | |
| response += token | |
| # If model doesn't know, use Google | |
| if "I don't know" in response or response.strip() == "": | |
| response = google_search(message) | |
| return response | |
| # Gradio UI | |
| demo = gr.ChatInterface( | |
| respond, | |
| additional_inputs=[ | |
| gr.Textbox(value="You are a friendly Chatbot.", label="System message"), | |
| gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"), | |
| gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"), | |
| gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p"), | |
| ], | |
| ) | |
| if __name__ == "__main__": | |
| demo.launch() | |