added new code

Author: RATED-R-SUNDRAM

AD-HOC/test.py

@@ -1,6 +1,37 @@
-def func(a):
-    return 3
-    print(func(5))
+from dotenv import load_dotenv
+import os
+import time
+from langchain_google_genai import ChatGoogleGenerativeAI
 
+load_dotenv()  # This loads variables from .env file
+GOOGLE_API_KEY = 'AIzaSyBFEkKZB6tm_ojt5H6XNobOyDugMlFm9bw'
 
-print(func(1))
+# Debug: Check if the key is loaded
+print(f"GOOGLE_API_KEY loaded: {GOOGLE_API_KEY is not None}")
+print(f"GOOGLE_API_KEY value: {GOOGLE_API_KEY[:10] if GOOGLE_API_KEY else 'None'}...")
+
+if GOOGLE_API_KEY:
+    google_genai = ChatGoogleGenerativeAI(model="gemini-2.5-flash-lite",api_key=GOOGLE_API_KEY)
+    print("ChatGoogleGenerativeAI initialized successfully!")
+    
+    # Ask a question using the model
+    print("\n" + "="*50)
+    print("ASKING A QUESTION TO GEMINI")
+    print("="*50)
+    
+    question = "What are the symptoms of jaundice in newborns? answer in around 100-150 words"
+    print(f"Question: {question}")
+    print("\nAnswer:")
+    
+    try:
+        a=time.time()
+        response = google_genai.invoke(question)
+        b=time.time()
+        print(f"Time taken: {b-a} seconds")
+        print(response.content)
+    except Exception as e:
+        print(f"Error asking question: {e}")
+        
+else:
+    print("ERROR: GOOGLE_API_KEY not found in environment variables!")
+    print("Make sure you have GOOGLE_API_KEY=your_key_here in your .env file")

FASTAPI-DEPLOYMENT/__pycache__/rhl_fastapi_v2_modify.cpython-313.pyc

@@ -1,6 +1,7 @@
 fastapi
 uvicorn[standard]
 langchain
+langchain-core
 langchain-openai
 langchain-pinecone
 langchain-huggingface
@@ -11,4 +12,5 @@ fitz
 frontend
 unstructured
 pdfminer
-aiosqlite
+aiosqlite
+langchain-google-genai

FASTAPI-DEPLOYMENT/rhl_fastapi_v2_modify.py

@@ -0,0 +1 @@
+ 

chat_history.db

@@ -0,0 +1 @@
+ 

requirements.txt

@@ -0,0 +1 @@
+ 

test_chitchat.py

@@ -0,0 +1 @@
+