Up

app.py

@@ -3,15 +3,24 @@ import random
 from fuzzywuzzy import process
 from flask import Flask, request, render_template
 import joblib
+from huggingface_hub import hf_hub_download
+import os
+from dotenv import load_dotenv
 
-app = Flask(__name__)
+def config():
+    load_dotenv()
+
+API_Key = os.getenv('token')
+database_ID = os.getenv('db_database_ID') 
+fl_name = os.getenv('fl_name')
+model_name = os.getenv('model_name')
 
-# Load intents.json
-with open("static/intents.json", "r") as file:
+intents_path = hf_hub_download(repo_id=database_ID, filename=fl_name, use_auth_token=API_Key)
+with open(intents_path, "r") as file:
     intents = json.load(file)
 
-import joblib
-nlp = joblib.load("static/chatbot_model1.joblib")
+model_path = hf_hub_download(repo_id=database_ID, filename=model_name, use_auth_token=API_Key)
+nlp = joblib.load(model_path)
 
 # Extract all possible questions for fuzzy matching
 all_questions = []
@@ -36,7 +45,7 @@ def fuzzy_match(text, questions, threshold=80):
 def chatbot_response(user_input):
     intent, confidence = get_intent(user_input)
 
-    if confidence > 0.75:  # If spaCy model is confident
+    if confidence > 0.75:  # If model is confident
         for intent_data in intents["intents"]:
             if intent_data["tag"] == intent:
                 return random.choice(intent_data["responses"])
@@ -52,6 +61,8 @@ def chatbot_response(user_input):
     return "Sorry, I didn't understand that. Can you rephrase?"
 
 # Flask routes
+app = Flask(__name__)
+
 @app.route("/")
 def index():
     return render_template("chat.html")  # Make sure chat.html exists
@@ -63,4 +74,4 @@ def chat():
     return response
 
 if __name__ == "__main__":
-    app.run(debug=False)
+    app.run(debug=False)