Update app.py

app.py

@@ -1,23 +1,5 @@
 
 
-# Commented out IPython magic to ensure Python compatibility.
-# %%shell 
-# pip install -q langchain_community langchain_huggingface faiss-cpu gradio openai google-generativeai langchain-google-genai torch torchvision torchaudio youtokentome pypdf accelerate
-
-
-
-# Commented out IPython magic to ensure Python compatibility.
-# %%capture
-# %%shell
-# 
-# # Install the custom version of NeMo by AI4Bharat
-# wget https://indic-asr-public.objectstore.e2enetworks.net/ai4b_nemo.zip
-# 
-# unzip -q /content/ai4b_nemo.zip && cd NeMo
-# bash reinstall.sh
-# 
-# cd ..
-#
 import os
 import subprocess
 import sys
@@ -62,44 +44,6 @@ if not os.path.exists(setup_flag):
     os.execv(sys.executable, ['python'] + sys.argv)
     
 
-# Commented out IPython magic to ensure Python compatibility.
-# %%capture
-# %%shell
-# 
-# git clone -q https://github.com/VarunGumma/IndicTransTokenizer
-# cd IndicTransTokenizer
-# pip install -q --editable ./
-# cd ..
-#
-
-
-# Commented out IPython magic to ensure Python compatibility.
-# %%capture
-# %%shell
-# 
-# apt-get install libsndfile1-dev ffmpeg
-
-# git clone https://github.com/gokulkarthik/TTS
-# cd TTS
-
-# pip3 install -e .[all]
-# pip3 install -r requirements.txt
-
-# cd ..
-#
-
-"""## **Restart session**
-"""
-
-# Commented out IPython magic to ensure Python compatibility.
-# %%capture
-# !pip install gradio
-
-# Commented out IPython magic to ensure Python compatibility.
-# %%capture
-# 
-# # INFO: If you're unable to import these libraries, just rerun this cell again.
-# 
 import gradio as gr
 from torch import cuda, inference_mode
 import nemo.collections.asr as nemo_asr
@@ -165,7 +109,7 @@ def get_gemini_output(prompt, temperature=0.6):
     model =  genai.GenerativeModel(model_name='gemini-pro')
     answer = model.generate_content(prompt,
                                     generation_config=genai.types.GenerationConfig(
-        temperature=0.6))
+        temperature=0.1))
 
     return answer.text