Update app.py
Browse files
app.py
CHANGED
@@ -5,20 +5,21 @@ from transformers import pipeline
|
|
5 |
pipe = pipeline(model="deepset/roberta-base-squad2")
|
6 |
|
7 |
def predict(file_obj, question):
|
8 |
-
|
9 |
-
docText = []
|
10 |
-
reader = PdfReader(file_obj)
|
11 |
-
for page in reader.pages:
|
12 |
-
txt = page.extract_text()
|
13 |
-
docText.append(txt)
|
14 |
|
15 |
-
|
16 |
-
|
17 |
-
'context': docText
|
18 |
-
}
|
19 |
|
20 |
-
|
|
|
|
|
21 |
|
|
|
|
|
|
|
|
|
|
|
|
|
22 |
|
23 |
demo = gr.Interface(
|
24 |
fn=predict,
|
|
|
5 |
pipe = pipeline(model="deepset/roberta-base-squad2")
|
6 |
|
7 |
def predict(file_obj, question):
|
8 |
+
docText = []
|
|
|
|
|
|
|
|
|
|
|
9 |
|
10 |
+
with open(file_obj, 'r') as f:
|
11 |
+
reader = PdfReader(f)
|
|
|
|
|
12 |
|
13 |
+
for page in reader.pages:
|
14 |
+
txt = page.extract_text()
|
15 |
+
docText.append(txt)
|
16 |
|
17 |
+
qaInput = {
|
18 |
+
'question': question,
|
19 |
+
'context': docText
|
20 |
+
}
|
21 |
+
|
22 |
+
return pipe(qaInput)
|
23 |
|
24 |
demo = gr.Interface(
|
25 |
fn=predict,
|