Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
@@ -1,6 +1,5 @@
|
|
1 |
!pip install gradio groq openai-whisper gtts
|
2 |
|
3 |
-
|
4 |
import os
|
5 |
import gradio as gr
|
6 |
from groq import Groq
|
@@ -9,35 +8,42 @@ from gtts import gTTS
|
|
9 |
import tempfile
|
10 |
|
11 |
# Set up Groq API key
|
12 |
-
os.environ['GROQ_API_KEY'] = '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'
|
13 |
groq_client = Groq(api_key=os.environ.get('GROQ_API_KEY'))
|
14 |
|
15 |
# Load Whisper model
|
16 |
whisper_model = whisper.load_model("base")
|
17 |
|
18 |
def process_audio(audio_file):
|
19 |
-
|
20 |
-
|
21 |
-
|
22 |
-
|
23 |
-
|
24 |
-
|
25 |
-
|
26 |
-
|
27 |
-
|
28 |
-
|
29 |
-
|
30 |
-
|
31 |
-
|
32 |
-
|
33 |
-
|
34 |
-
|
35 |
-
|
36 |
-
|
37 |
-
|
38 |
-
|
39 |
-
|
40 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
41 |
|
42 |
# Create Gradio interface
|
43 |
iface = gr.Interface(
|
@@ -47,4 +53,5 @@ iface = gr.Interface(
|
|
47 |
live=True
|
48 |
)
|
49 |
|
50 |
-
iface.launch()
|
|
|
|
1 |
!pip install gradio groq openai-whisper gtts
|
2 |
|
|
|
3 |
import os
|
4 |
import gradio as gr
|
5 |
from groq import Groq
|
|
|
8 |
import tempfile
|
9 |
|
10 |
# Set up Groq API key
|
11 |
+
os.environ['GROQ_API_KEY'] = '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' # Replace with your valid key
|
12 |
groq_client = Groq(api_key=os.environ.get('GROQ_API_KEY'))
|
13 |
|
14 |
# Load Whisper model
|
15 |
whisper_model = whisper.load_model("base")
|
16 |
|
17 |
def process_audio(audio_file):
|
18 |
+
try:
|
19 |
+
# Transcribe audio using Whisper
|
20 |
+
result = whisper_model.transcribe(audio_file)
|
21 |
+
user_text = result['text']
|
22 |
+
|
23 |
+
# Generate response using Llama 8b model with Groq API
|
24 |
+
chat_completion = groq_client.chat.completions.create(
|
25 |
+
messages=[
|
26 |
+
{
|
27 |
+
"role": "user",
|
28 |
+
"content": user_text,
|
29 |
+
}
|
30 |
+
],
|
31 |
+
model="llama3-8b-8192",
|
32 |
+
)
|
33 |
+
response_text = chat_completion.choices[0].message.content
|
34 |
+
|
35 |
+
# Convert response text to speech using gTTS
|
36 |
+
tts = gTTS(text=response_text, lang='en')
|
37 |
+
|
38 |
+
# Saving to a temporary file
|
39 |
+
audio_file = tempfile.NamedTemporaryFile(delete=False, suffix='.mp3')
|
40 |
+
tts.save(audio_file.name)
|
41 |
+
|
42 |
+
return response_text, audio_file.name
|
43 |
+
|
44 |
+
except Exception as e:
|
45 |
+
print("Error:", e)
|
46 |
+
return str(e), None
|
47 |
|
48 |
# Create Gradio interface
|
49 |
iface = gr.Interface(
|
|
|
53 |
live=True
|
54 |
)
|
55 |
|
56 |
+
iface.launch()
|
57 |
+
|