Update app.py

app.py

@@ -1,9 +1,10 @@
 import streamlit as st
 import pandas as pd
-import requests
+from groq import Groq
+import os
 
-# Set the GROC API Key directly in the code
-GROC_API_KEY = "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"  # Replace with your actual GROC API key
+# Initialize Groq client
+client = Groq(api_key=os.getenv("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"))
 
 # Function to load and preprocess data
 @st.cache_data
@@ -13,44 +14,20 @@ def load_data(file):
 
 # Function to provide detailed health advice based on user data
 def provide_observed_advice(data):
-    advice = []
+    # [Your existing logic]
+    pass
 
-    # High depression and anxiety with low stress-relief activities
-    if data['depression'] > 7 and data['anxiety'] > 7:
-        advice.append("You seem to be experiencing high levels of both depression and anxiety. It's important to consider professional mental health support. You might also benefit from engaging in calming activities like deep breathing, mindfulness, or yoga.")
-
-    # Moderate depression or anxiety
-    elif data['depression'] > 5 or data['anxiety'] > 5:
-        advice.append("You are showing moderate levels of depression or anxiety. It would be helpful to develop healthy coping strategies like maintaining a regular sleep schedule, engaging in physical activity, and reaching out to friends or family for support.")
-
-    # High isolation and low stress-relief activities
-    if data['isolation'] > 7 and data['stress_relief_activities'] < 5:
-        advice.append("It seems you are feeling isolated, and your engagement in stress-relief activities is low. It's important to connect with friends or join community groups. Incorporate activities that help alleviate stress, such as walking, journaling, or meditation.")
-
-    # High future insecurity
-    if data['future_insecurity'] > 7:
-        advice.append("You are feeling a significant amount of insecurity about the future. It can be helpful to break down your larger goals into smaller, manageable tasks. Seeking career counseling or mentorship could provide valuable guidance and reduce anxiety about the future.")
-
-    # Overall low engagement in stress-relief activities
-    if data['stress_relief_activities'] < 5:
-        advice.append("Your engagement in stress-relief activities is quite low. It's essential to engage in activities that reduce stress and promote mental wellness, such as hobbies, physical exercise, and relaxation techniques like deep breathing or yoga.")
-
-    return advice
-
-# Function to fetch health articles from the GROC API based on the query
+# Function to fetch health articles from Groq's API
 def get_health_articles(query):
-    url = f"https://api.groc.com/search?q={query}"
-    headers = {"Authorization": f"Bearer {GROC_API_KEY}"}
-
-    try:
-        response = requests.get(url, headers=headers)
-        response.raise_for_status()  # Check for any HTTP errors
-        data = response.json()  # Assuming the API returns JSON
-        articles = [{"title": item["title"], "url": item["url"]} for item in data.get("results", [])]
-        return articles
-    except requests.exceptions.RequestException as e:
-        st.error(f"Error fetching articles: {e}")
-        return []
+    response = client.chat.completions.create(
+        messages=[
+            {"role": "system", "content": "You are a helpful assistant."},
+            {"role": "user", "content": f"Provide a list of recent health articles about {query} with titles and URLs."}
+        ],
+        model="llama-3.3-70b-versatile",
+    )
+    articles = response.choices[0].message.content
+    return articles
 
 # Streamlit app layout
 def main():
@@ -96,11 +73,7 @@ def main():
             st.subheader("Related Health Articles")
             query = "mental health anxiety depression isolation stress relief"
             articles = get_health_articles(query)
-            if articles:
-                for article in articles:
-                    st.write(f"- [{article['title']}]({article['url']})")
-            else:
-                st.write("No articles found. Please check your API key or internet connection.")
+            st.write(articles)
 
 if __name__ == "__main__":
     main()