Update rag_agent.py

rag_agent.py

@@ -29,18 +29,18 @@ if not os.path.exists(BNI_DATA_PATH):
     raise FileNotFoundError(f"❌ Error: The BNI data file {BNI_DATA_PATH} is missing.")
 
 # 1️⃣ **Convert CSV to JSON for structured retrieval**
-def convert_csv_to_json():
-    df = pd.read_csv(BNI_CSV_FILE)
-    json_data = df.to_dict(orient="records")
+# def convert_csv_to_json():
+#     df = pd.read_csv(BNI_CSV_FILE)
+#     json_data = df.to_dict(orient="records")
     
-    with open(BNI_JSON_FILE, "w") as file:
-        json.dump(json_data, file, indent=4)
+#     with open(BNI_JSON_FILE, "w") as file:
+#         json.dump(json_data, file, indent=4)
 
-    print(f"✅ Converted {BNI_CSV_FILE} to JSON format.")
+#     print(f"✅ Converted {BNI_CSV_FILE} to JSON format.")
 
-# Run the conversion **only if JSON does not exist**
-if not os.path.exists(BNI_JSON_FILE):
-    convert_csv_to_json()
+# # Run the conversion **only if JSON does not exist**
+# if not os.path.exists(BNI_JSON_FILE):
+#     convert_csv_to_json()
 
 
 # 2️⃣ **Create a Vector Database for RAG**