RAG1

last_stable_app.py

@@ -1,10 +1,11 @@
 import gradio as gr
 from openai import OpenAI
-from dotenv import load_dotenv
 import os
 import base64
 import time
 import copy
+from rag import get_top_k
+from dotenv import load_dotenv
 # Load environment variables from .env file
 load_dotenv()
 
@@ -22,6 +23,13 @@ with gr.Blocks() as demo:
     )
     clear = gr.ClearButton([chat_input, chatbot])
 
+    def use_rag(query, k=3):
+        """
+        Use RAG to get top k results for the query.
+        """
+        results = get_top_k(query, k=k)
+        return results
+    
     def encode_image(image_path):
         with open(image_path, "rb") as f:
             return base64.b64encode(f.read()).decode("utf-8")
@@ -37,7 +45,7 @@ with gr.Blocks() as demo:
     #     return "", history + [{"role": "user", "content": user_message}]
     
     def respond(history):
-        print("history", history)
+        # print("history", history)
         if len(history) == 1:
             history.insert(0,{"role": "system", "content": "You are a helpful assistant."})
             # print("history after insert", history)
@@ -50,10 +58,10 @@ with gr.Blocks() as demo:
                     "text": msg["content"]
                 }]
             if isinstance(msg["content"],tuple):
-                print("inside tuple", msg["content"])
+                # print("inside tuple", msg["content"])
                 # If the content is a file path, encode it
                 file_path = msg["content"][0]
-                print("file_path", file_path)
+                # print("file_path", file_path)
                 encoded_content = encode_image(file_path)
                 messages[i]["content"] = [{
                             "type": "image_url",
@@ -65,7 +73,7 @@ with gr.Blocks() as demo:
                 "content": msg["content"]
             }
             clean_messages.append(clean_msg)            
-        print("First messages", messages[0])
+        # print("First messages", messages[0])
         response = client.chat.completions.create(
                             model="gpt-4o-mini",
                             messages=clean_messages,
@@ -77,7 +85,7 @@ with gr.Blocks() as demo:
         history.append({"role": "assistant", "content": ""})
 
         # return history
-        print("history", history)
+        # print("history", history)
         for character in response:
             history[-1]['content'] += character
             time.sleep(0.005)

medScan_rate_offers.md

@@ -1,93 +0,0 @@
-# 📋 Scan Diagnostic Lab - Rate List
-*(Valid from July 2025 to September 2025)*
-
-Welcome to **Scan Diagnostic Lab**. We are committed to providing accurate diagnostics with transparent pricing.
-
----
-
-## 🩺 Radiology Scans
-
-**MRI Brain**  
-Price: ₹6,500  
-
-**MRI Spine**  
-Price: ₹7,500  
-
-**CT Chest**  
-Price: ₹4,200  
-
-**CT Abdomen**  
-Price: ₹4,500  
-
-**Ultrasound Whole Abdomen**  
-Price: ₹1,500  
-
-**3D/4D Pregnancy Ultrasound**  
-Price: ₹2,200  
-
-**Digital X-Ray (Single View)**  
-Price: ₹500  
-
----
-
-## 🧪 Laboratory Tests
-
-**Complete Blood Count (CBC)**  
-Price: ₹350  
-
-**Thyroid Profile (T3, T4, TSH)**  
-Price: ₹700  
-
-**Vitamin D Test**  
-Price: ₹1,200  
-
-**HbA1c (Glycated Hemoglobin)**  
-Price: ₹450  
-
-**Liver Function Test (LFT)**  
-Price: ₹850  
-
-**Kidney Function Test (KFT)**  
-Price: ₹850  
-
----
-
-## 💖 Health Packages
-
-**Basic Health Checkup**  
-Price: ₹1,999  
-
-**Comprehensive Health Checkup**  
-Price: ₹4,999  
-
-**Women Wellness Package**  
-Price: ₹3,200  
-
-**Senior Citizen Preventive Checkup**  
-Price: ₹3,000  
-
-**Diabetic Care Package**  
-Price: ₹2,500  
-
----
-
-## 🎁 Special Offers and Discounts
-
-✅ **Early Bird Discount:** Book any scan slot before 9 AM and get 10% off.  
-✅ **Senior Citizen Discount:** 15% off on MRI and CT scans for patients above 60 years.  
-✅ **Women Special:** 10% off on Ultrasound Whole Abdomen and 20% off on Vitamin D Test every Wednesday.  
-✅ **Festival Offer:** During Raksha Bandhan, get an additional 5% off on all health packages.  
-✅ **Family Discount:** 15% off on Comprehensive Health Checkup when booked for 2 or more family members.  
-✅ **Referral Offer:** Refer a friend and receive a ₹250 lab test voucher.  
-✅ **Combo Offer:** ₹500 off when you book CT Abdomen along with Ultrasound Abdomen.  
-✅ **Doctor Referral:** 15% off on 3D/4D Pregnancy Ultrasound with a valid doctor prescription.  
-✅ **Online Booking:** 10% off on Thyroid Profile when booked through our website.  
-
----
-
-*Note: All prices are inclusive of GST. Offers valid for a limited period only. Please carry valid ID proof to avail discounts.*
-
-📞 **Helpline:** 1800-123-456  
-🌐 **Website:** [www.scandiagnosticlab.in](http://www.scandiagnosticlab.in)
-
----