Update app.py

app.py

@@ -1,7 +1,6 @@
 import os
 import json
 import pickle
-import random
 import tempfile
 import asyncio
 import io
@@ -18,9 +17,7 @@ from fastapi import FastAPI
 from fastapi.responses import HTMLResponse
 from pydantic import BaseModel
 from dotenv import load_dotenv
-from datetime import datetime
 from faker import Faker
-from random_word import RandomWords
 import logging
 
 logging.basicConfig(level=logging.INFO)
@@ -99,18 +96,13 @@ async def train_and_save_model():
                     classes.append(intent['tag'])
 
         fake = Faker()
-        try:
-            random_words = RandomWords()
-            for _ in range(10):
-                random_pattern = f"{fake.sentence()}"
-                random_tag = random_words.get_random_word()
-                documents.append((nltk.word_tokenize(random_pattern), random_tag))
-                words.extend(nltk.word_tokenize(random_pattern))
-                if random_tag not in classes:
-                    classes.append(random_tag)
-        except Exception as e:
-            logger.error("API key either expired or not working. Error: {}".format(str(e)))
-            continue
+        for _ in range(10):
+            random_pattern = f"{fake.sentence()}"
+            random_tag = fake.word()
+            documents.append((nltk.word_tokenize(random_pattern), random_tag))
+            words.extend(nltk.word_tokenize(random_pattern))
+            if random_tag not in classes:
+                classes.append(random_tag)
 
         words = sorted(set(words))
         classes = sorted(set(classes))