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| import os | |
| import requests | |
| import gradio as gr | |
| from langchain_groq import ChatGroq | |
| from langchain_core.prompts import ChatPromptTemplate | |
| from langchain_core.output_parsers import StrOutputParser | |
| def get_weather_and_insight(city): | |
| # Fetching weather data | |
| url = f'http://api.openweathermap.org/data/2.5/weather?q={city}&appid={os.getenv("OPENWEATHER_API_KEY")}&units=metric' | |
| res = requests.get(url) | |
| data = res.json() | |
| if res.status_code != 200: | |
| return "Failed to retrieve weather data. Please check the city name and try again." | |
| humidity = data.get('main', {}).get('humidity') | |
| temp = data.get('main', {}).get('temp') | |
| description = data.get('weather', [{}])[0].get('description') | |
| # Generating a creative weather summary using LangChain LLM | |
| groq_api_key = os.getenv("GROQ_API_KEY") | |
| system = f"You are a local weather reporter bringing the latest update for {city}. Right now, it's \n🌡️ {temp}°C, degrees Celsius with about 💧 {humidity}% percent humidity. The weather of the city can be best described as {description} with a short fun fact." | |
| human = "{text}" | |
| prompt = ChatPromptTemplate.from_messages( | |
| [("system", system), ("human", human)] | |
| ) | |
| chat = ChatGroq(api_key=groq_api_key, model_name="llama3-70b-8192") | |
| chain = prompt | chat | StrOutputParser() | |
| output = chain.invoke({"text": city}) | |
| # Adding emojis for visual flair | |
| weather_emoji = "☀️" if "clear" in description else "☁️" if "cloud" in description else "🌧️" if "rain" in description else "❄️" if "snow" in description else "🌫️" | |
| # Creating the final response string | |
| final_response = f"🌍 {city.upper()} Weather Insight: {output} {weather_emoji}" | |
| return final_response | |
| # Gradio Interface | |
| iface = gr.Interface( | |
| fn=get_weather_and_insight, | |
| inputs=gr.Textbox(label="Enter City Name", placeholder="Type city here..."), | |
| outputs=gr.Textbox(label="Weather Report and Insight"), | |
| title="WeatherAssistantApp", | |
| description="Enter a city name to get a detailed weather report with an AI-generated insight." | |
| ) | |
| iface.launch() |