Nishant51 commited on
Commit
c7a3ad9
·
verified ·
1 Parent(s): 34b15a6

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +12 -13
app.py CHANGED
@@ -1,18 +1,17 @@
1
  import gradio as gr
2
  from transformers import pipeline
3
 
4
- #1. Load the AI Brain (We are using a free one called GPT-2)
5
- print("Loading AI...")
6
- generator = pipeline('text-generation', model='gpt2')
7
 
8
- #2 Define the function (what happens when you ask it)
9
- def ask_brain(question);
10
- #this tells the AI to generate an answer
11
- result = generator(question, max_length= 100, num_return_sequences=1)
12
- answer = result[0]
13
- ['generated_text']
14
- #we return the answer to the user return answer
15
 
16
- #3 Launch the app (this cerates the API)
17
- iface = gr.Interface(fn=ask_brain, inputs="text", output="text")
18
- iface.launch()
 
 
 
 
 
 
 
1
  import gradio as gr
2
  from transformers import pipeline
3
 
4
+ MODEL_NAME = "gpt2"
 
 
5
 
6
+ print(f"Loading{MODEL_NAME}...")
7
+ generator = pipeline('text-generation', model = MODEL_NAME)
 
 
 
 
 
8
 
9
+ def ask_brain(question):
10
+ result = generator(question, max_length = 100, num_return_sequences=1)
11
+ answer= result[0]
12
+ ['generated_text']
13
+ return answer.replace(question, "").strip()
14
+
15
+ iface = gr.Interface(fn=ask_brain, inputs="text", outputs="text"
16
+ )
17
+ iface.launch()