Spaces:
Runtime error
Runtime error
Ankur Goyal
commited on
Commit
•
8bd074d
1
Parent(s):
64aa075
Update DocQuery
Browse files- app.py +4 -4
- requirements.txt +1 -1
app.py
CHANGED
@@ -8,7 +8,7 @@ import traceback
|
|
8 |
import gradio as gr
|
9 |
|
10 |
import torch
|
11 |
-
from docquery
|
12 |
from docquery.document import load_bytes, load_document, ImageDocument
|
13 |
from docquery.ocr_reader import get_ocr_reader
|
14 |
|
@@ -29,19 +29,19 @@ CHECKPOINTS = {
|
|
29 |
PIPELINES = {}
|
30 |
|
31 |
|
32 |
-
def construct_pipeline(model):
|
33 |
global PIPELINES
|
34 |
if model in PIPELINES:
|
35 |
return PIPELINES[model]
|
36 |
|
37 |
device = "cuda" if torch.cuda.is_available() else "cpu"
|
38 |
-
ret =
|
39 |
PIPELINES[model] = ret
|
40 |
return ret
|
41 |
|
42 |
|
43 |
def run_pipeline(model, question, document, top_k):
|
44 |
-
pipeline = construct_pipeline(model)
|
45 |
return pipeline(question=question, **document.context, top_k=top_k)
|
46 |
|
47 |
|
|
|
8 |
import gradio as gr
|
9 |
|
10 |
import torch
|
11 |
+
from docquery import pipeline
|
12 |
from docquery.document import load_bytes, load_document, ImageDocument
|
13 |
from docquery.ocr_reader import get_ocr_reader
|
14 |
|
|
|
29 |
PIPELINES = {}
|
30 |
|
31 |
|
32 |
+
def construct_pipeline(task, model):
|
33 |
global PIPELINES
|
34 |
if model in PIPELINES:
|
35 |
return PIPELINES[model]
|
36 |
|
37 |
device = "cuda" if torch.cuda.is_available() else "cpu"
|
38 |
+
ret = pipeline(task=task, model=CHECKPOINTS[model], device=device)
|
39 |
PIPELINES[model] = ret
|
40 |
return ret
|
41 |
|
42 |
|
43 |
def run_pipeline(model, question, document, top_k):
|
44 |
+
pipeline = construct_pipeline("document-question-answering", model)
|
45 |
return pipeline(question=question, **document.context, top_k=top_k)
|
46 |
|
47 |
|
requirements.txt
CHANGED
@@ -1,4 +1,4 @@
|
|
1 |
torch
|
2 |
git+https://github.com/huggingface/transformers.git@21f6f58721dd9154357576be6de54eefef1f1818
|
3 |
-
git+https://github.com/impira/docquery.git@
|
4 |
sentencepiece
|
|
|
1 |
torch
|
2 |
git+https://github.com/huggingface/transformers.git@21f6f58721dd9154357576be6de54eefef1f1818
|
3 |
+
git+https://github.com/impira/docquery.git@8d92692c36f63ef652f3c84cccedd5674ee7b383
|
4 |
sentencepiece
|