Preeti Dave commited on
Commit
e11d2cc
·
1 Parent(s): a294c72
Files changed (2) hide show
  1. app.py +22 -0
  2. requirements.txt +4 -0
app.py ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import pipeline
3
+
4
+ # Load the pre-trained model for text generation (GPT-2)
5
+ generator = pipeline("text-generation", model="gpt2")
6
+
7
+ # Function to generate poems based on a prompt
8
+ def generate_poem(prompt):
9
+ poem = generator(prompt, max_length=100, num_return_sequences=1)[0]['generated_text']
10
+ return poem.strip()
11
+
12
+ # Gradio interface
13
+ iface = gr.Interface(
14
+ fn=generate_poem,
15
+ inputs=gr.Textbox(lines=2, placeholder="Enter a prompt for your poem here...", label="Poem Prompt"),
16
+ outputs="text",
17
+ title="Poem Generator",
18
+ description="Generate poems with AI. Provide a prompt and let the AI create a poem for you!",
19
+ )
20
+
21
+ # Launch the Gradio app
22
+ iface.launch(share=True)
requirements.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ gradio
2
+ transformers
3
+ torch
4
+ tensorflow