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| # 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 | |
| # 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] # Return top 3 results | |
| except Exception as e: | |
| st.error(f"سرچ ایرر: {str(e)}") | |
| return [] | |
| # Homeopathic dosage extraction (Urdu supported) | |
| def extract_dosage_info(text): | |
| patterns = [ | |
| r'(\d+[\s-]*\d*\s*(بار|قطرے|گولیاں|خوارج)\s*(فی دن|روزانہ))', | |
| r'(دن میں \d+\s*بار)', | |
| r'(\d+-\d+\s*گھنٹے کے وقفے سے)' | |
| ] | |
| for pattern in patterns: | |
| match = re.search(pattern, text) | |
| if match: | |
| return match.group() | |
| return "دن میں 3 بار (ڈیفالٹ)" | |
| # Chatbot logic | |
| def homeo_chatbot_urdu(user_input): | |
| # Step 1: Symptom extraction in Urdu | |
| symptom_prompt = f"""صارف کی تفصیل: {user_input} | |
| ہومیوپیتھک علامات کو انگلش میں کاما سے علیحدہ فہرست میں نکالیں۔ | |
| مثال: headache, dry cough, fever with chills""" | |
| try: | |
| symptom_response = client.chat.completions.create( | |
| messages=[{"role": "user", "content": symptom_prompt}], | |
| model="llama3-70b-8192", | |
| temperature=0.2 | |
| ) | |
| symptoms = symptom_response.choices[0].message.content.split(", ") | |
| except Exception as e: | |
| return f"ایرر: {str(e)}" | |
| # Step 2: Web search for remedies | |
| search_query = f"homeopathic remedies for {' '.join(symptoms)} site:.edu OR site:.gov" | |
| search_results = google_search(search_query) | |
| remedies = [] | |
| for result in search_results: | |
| remedies.append({ | |
| 'title': result['title'], | |
| 'link': result['link'], | |
| 'content': result['snippet'] | |
| }) | |
| # Step 3: Prepare response in Urdu | |
| final_response = "🌿 **تجویز کردہ ہومیوپیتھک علاج:**\n\n" | |
| for idx, remedy in enumerate(remedies, 1): | |
| dosage = extract_dosage_info(remedy['content']) | |
| final_response += f"""\ | |
| **آپشن {idx}:** | |
| - **دوا:** {remedy['content'].split(' ')[0]} | |
| - **علامات:** {', '.join(symptoms[:3])} | |
| - **خوارک:** {dosage} | |
| - **طریقہ استعمال:** {"5 قطرے پانی میں" if 'قطرے' in dosage else "2 گولیاں"} | |
| - **دورانیہ:** {"3 دن" if 'حاد' in user_input else "1 ہفتہ"} | |
| - **ماخذ:** [{remedy['title']}]({remedy['link']}) | |
| """ | |
| return final_response | |
| # Streamlit UI in Urdu | |
| st.set_page_config(page_title="ہومیوپیتھک ڈاکٹر", page_icon="🌿") | |
| # Urdu interface | |
| st.title("🌐 لائیو ہومیوپیتھک مشیر") | |
| st.markdown(""" | |
| <style> | |
| [data-testid="stMarkdownContainer"] ul { | |
| padding-right: 40px; | |
| } | |
| </style> | |
| """, unsafe_allow_html=True) | |
| # Chat history | |
| if "messages" not in st.session_state: | |
| st.session_state.messages = [ | |
| {"role": "assistant", "content": "السلام علیکم! آپ کی کیا علامات ہیں؟ مثالوں:\n- سر درد اور چکر آنا\n- کھانسی کے ساتھ بخار\n- پیٹ درد اور بھوک نہ لگنا"} | |
| ] | |
| for message in st.session_state.messages: | |
| with st.chat_message(message["role"]): | |
| st.markdown(message["content"]) | |
| if prompt := st.chat_input("اپنی علامات یہاں درج کریں..."): | |
| st.session_state.messages.append({"role": "user", "content": prompt}) | |
| with st.chat_message("user"): | |
| st.markdown(prompt) | |
| with st.chat_message("assistant"): | |
| with st.spinner("تجویز تیار کی جا رہی ہے..."): | |
| full_response = homeo_chatbot_urdu(prompt) | |
| st.markdown(full_response) | |
| st.session_state.messages.append({"role": "assistant", "content": full_response}) | |
| # Disclaimer | |
| st.markdown(""" | |
| --- | |
| **⚠️ نوٹس:** | |
| یہ طبی مشورہ نہیں ہے۔ ہمیشہ کوالیفائیڈ ڈاکٹر سے رجوع کریں۔ | |
| This is not medical advice. Always consult a qualified practitioner. | |
| """)# 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 | |
| # 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] # Return top 3 results | |
| except Exception as e: | |
| st.error(f"سرچ ایرر: {str(e)}") | |
| return [] | |
| # Homeopathic dosage extraction (Urdu supported) | |
| def extract_dosage_info(text): | |
| patterns = [ | |
| r'(\d+[\s-]*\d*\s*(بار|قطرے|گولیاں|خوارج)\s*(فی دن|روزانہ))', | |
| r'(دن میں \d+\s*بار)', | |
| r'(\d+-\d+\s*گھنٹے کے وقفے سے)' | |
| ] | |
| for pattern in patterns: | |
| match = re.search(pattern, text) | |
| if match: | |
| return match.group() | |
| return "دن میں 3 بار (ڈیفالٹ)" | |
| # Chatbot logic | |
| def homeo_chatbot_urdu(user_input): | |
| # Step 1: Symptom extraction in Urdu | |
| symptom_prompt = f"""صارف کی تفصیل: {user_input} | |
| ہومیوپیتھک علامات کو انگلش میں کاما سے علیحدہ فہرست میں نکالیں۔ | |
| مثال: headache, dry cough, fever with chills""" | |
| try: | |
| symptom_response = client.chat.completions.create( | |
| messages=[{"role": "user", "content": symptom_prompt}], | |
| model="llama3-70b-8192", | |
| temperature=0.2 | |
| ) | |
| symptoms = symptom_response.choices[0].message.content.split(", ") | |
| except Exception as e: | |
| return f"ایرر: {str(e)}" | |
| # Step 2: Web search for remedies | |
| search_query = f"homeopathic remedies for {' '.join(symptoms)} site:.edu OR site:.gov" | |
| search_results = google_search(search_query) | |
| remedies = [] | |
| for result in search_results: | |
| remedies.append({ | |
| 'title': result['title'], | |
| 'link': result['link'], | |
| 'content': result['snippet'] | |
| }) | |
| # Step 3: Prepare response in Urdu | |
| final_response = "🌿 **تجویز کردہ ہومیوپیتھک علاج:**\n\n" | |
| for idx, remedy in enumerate(remedies, 1): | |
| dosage = extract_dosage_info(remedy['content']) | |
| final_response += f"""\ | |
| **آپشن {idx}:** | |
| - **دوا:** {remedy['content'].split(' ')[0]} | |
| - **علامات:** {', '.join(symptoms[:3])} | |
| - **خوارک:** {dosage} | |
| - **طریقہ استعمال:** {"5 قطرے پانی میں" if 'قطرے' in dosage else "2 گولیاں"} | |
| - **دورانیہ:** {"3 دن" if 'حاد' in user_input else "1 ہفتہ"} | |
| - **ماخذ:** [{remedy['title']}]({remedy['link']}) | |
| """ | |
| return final_response | |
| # Streamlit UI in Urdu | |
| st.set_page_config(page_title="ہومیوپیتھک ڈاکٹر", page_icon="🌿") | |
| # Urdu interface | |
| st.title("🌐 لائیو ہومیوپیتھک مشیر") | |
| st.markdown(""" | |
| <style> | |
| [data-testid="stMarkdownContainer"] ul { | |
| padding-right: 40px; | |
| } | |
| </style> | |
| """, unsafe_allow_html=True) | |
| # Chat history | |
| if "messages" not in st.session_state: | |
| st.session_state.messages = [ | |
| {"role": "assistant", "content": "السلام علیکم! آپ کی کیا علامات ہیں؟ مثالوں:\n- سر درد اور چکر آنا\n- کھانسی کے ساتھ بخار\n- پیٹ درد اور بھوک نہ لگنا"} | |
| ] | |
| for message in st.session_state.messages: | |
| with st.chat_message(message["role"]): | |
| st.markdown(message["content"]) | |
| if prompt := st.chat_input("اپنی علامات یہاں درج کریں..."): | |
| st.session_state.messages.append({"role": "user", "content": prompt}) | |
| with st.chat_message("user"): | |
| st.markdown(prompt) | |
| with st.chat_message("assistant"): | |
| with st.spinner("تجویز تیار کی جا رہی ہے..."): | |
| full_response = homeo_chatbot_urdu(prompt) | |
| st.markdown(full_response) | |
| st.session_state.messages.append({"role": "assistant", "content": full_response}) | |
| # Disclaimer | |
| st.markdown(""" | |
| --- | |
| **⚠️ نوٹس:** | |
| یہ طبی مشورہ نہیں ہے۔ ہمیشہ کوالیفائیڈ ڈاکٹر سے رجوع کریں۔ | |
| This is not medical advice. Always consult a qualified practitioner. | |
| """) |