Update app.py

app.py

@@ -1,71 +1,45 @@
-# app.py
-import streamlit as st
-from groq import Groq
-import os
-import requests
-from bs4 import BeautifulSoup
-import re
-from urllib.parse import quote_plus
-from langdetect import detect
-
-# Groq API setup
-client = Groq(api_key=os.environ.get("GROQ_API_KEY"))
-
-# Web scraping functions
-def google_search(query):
-    headers = {
-        "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36"
-    }
-    encoded_query = quote_plus(query)
-    url = f"https://www.google.com/search?q={encoded_query}&gl=us&hl=en"
-    
-    try:
-        response = requests.get(url, headers=headers)
-        soup = BeautifulSoup(response.text, 'html.parser')
-        results = []
-        
-        for g in soup.find_all('div', class_='tF2Cxc'):
-            link = g.find('a')['href']
-            title = g.find('h3').text
-            snippet = g.find('div', class_='VwiC3b')
-            if snippet:
-                results.append({
-                    'title': title,
-                    'link': link,
-                    'snippet': snippet.text
-                })
-        return results[:3]
-    except Exception as e:
-        st.error(f"Search Error: {str(e)}")
-        return []
-
-# Chatbot processing
+# app.py (Updated Version)
 def multilingual_chatbot(user_input):
     try:
         # Detect input language
         lang = detect(user_input)
         
-        # Step 1: Symptom extraction (English for searching)
-        symptom_prompt = f"""Extract medical symptoms from this text in English comma-separated format:
+        # Step 1: Symptom extraction with homeopathy focus
+        symptom_prompt = f"""Extract ONLY homeopathic-relevant symptoms from this text as English comma-separated list:
         {user_input}
-        Example Output: headache, dry cough, fever"""
+        Example Output: stinging pain, anxiety worse evenings, thirstlessness"""
         
         symptom_response = client.chat.completions.create(
             messages=[{"role": "user", "content": symptom_prompt}],
             model="llama3-70b-8192",
-            temperature=0.2
+            temperature=0.1
         )
         symptoms = symptom_response.choices[0].message.content.split(", ")
         
-        # Step 2: Web search
-        search_query = f"homeopathic remedies for {' '.join(symptoms)} site:.edu OR site:.gov"
+        # Step 2: Focused homeopathic web search
+        search_query = (
+            f"homeopathic remedy for {' '.join(symptoms)} "
+            f"(site:.edu OR site:.gov) "
+            f"-allopathic -conventional -pharmaceutical"
+        )
         results = google_search(search_query)
         
-        # Step 3: Generate multilingual response
-        response_prompt = f"""Translate this medical advice to {lang} while keeping medicine names in English:
-        Suggested remedies for {', '.join(symptoms)}:
-        {[r['snippet'] for r in results]}
-        Include dosage instructions and administration method."""
+        # Filter homeopathic-specific results
+        homeo_keywords = ['homeopath', 'remedy', 'potency', 'materia medica']
+        filtered_results = [
+            r for r in results
+            if any(kw in r['snippet'].lower() for kw in homeo_keywords)
+        ]
+        
+        # Step 3: Generate strict homeopathic response
+        response_prompt = f"""You are a homeopathic doctor. Recommend ONLY homeopathic medicines in {lang} for these symptoms: {', '.join(symptoms)}.
+        Use this research data: {[r['snippet'] for r in filtered_results]}
+        Include:
+        - Medicine name in English
+        - Potency (like 30C, 200CK)
+        - Administration method
+        - Key symptoms it addresses
+        - Source reference"""
         
         final_response = client.chat.completions.create(
             messages=[{"role": "user", "content": response_prompt}],
@@ -76,34 +50,4 @@ def multilingual_chatbot(user_input):
         return final_response.choices[0].message.content
         
     except Exception as e:
-        return f"Error: {str(e)}"
-
-# Streamlit UI
-st.set_page_config(page_title="Homeo Assistant", page_icon="🌿")
-st.title("🌐 Multilingual Homeopathy Advisor")
-
-# Initialize chat history
-if "messages" not in st.session_state:
-    st.session_state.messages = [{"role": "assistant", "content": "Describe your symptoms in any language"}]
-
-# Display chat messages
-for message in st.session_state.messages:
-    with st.chat_message(message["role"]):
-        st.markdown(message["content"])
-
-# Chat input
-if prompt := st.chat_input("Type your symptoms..."):
-    st.session_state.messages.append({"role": "user", "content": prompt})
-    
-    with st.chat_message("assistant"):
-        with st.spinner("Analyzing symptoms..."):
-            response = multilingual_chatbot(prompt)
-            st.markdown(response)
-    st.session_state.messages.append({"role": "assistant", "content": response})
-
-# Disclaimer
-st.markdown("""
----
-**⚠️ Disclaimer:**  
-This is not medical advice. Always consult a qualified practitioner.
-""")
+        return f"Error: {str(e)}"