Update app.py
Browse files
app.py
CHANGED
@@ -32,6 +32,10 @@ def text_extract(file):
|
|
32 |
page = pdf_reader.pages[page_num]
|
33 |
text += page.extract_text()
|
34 |
text_splitter=text_splitter_function(text);
|
|
|
|
|
|
|
|
|
35 |
db = FAISS.from_texts(text_splitter, embeddings);
|
36 |
retriever = db.as_retriever(search_type="similarity", search_kwargs={"k": 2})
|
37 |
llm=GooglePalm(google_api_key=google_api)
|
@@ -39,14 +43,11 @@ def text_extract(file):
|
|
39 |
qa = RetrievalQA.from_chain_type(
|
40 |
llm=llm, chain_type="stuff", retriever=retriever, return_source_documents=True
|
41 |
)
|
42 |
-
result=qa.invoke("
|
43 |
except:
|
44 |
-
result="
|
45 |
-
|
46 |
|
47 |
-
return result['result']
|
48 |
-
def text_extract1(file):
|
49 |
-
return 'hi';
|
50 |
|
51 |
|
52 |
|
@@ -62,7 +63,7 @@ with gr.Blocks() as demo:
|
|
62 |
with gr.Column():
|
63 |
input_file=gr.File(label="Upload PDF", file_count="single")
|
64 |
submit_btn=gr.Button("Submit")
|
65 |
-
submit_btn.click(
|
66 |
#send_btn.click(chatbot_response,[user_input,state],[chatbot, state])
|
67 |
|
68 |
if __name__ == "__main__":
|
|
|
32 |
page = pdf_reader.pages[page_num]
|
33 |
text += page.extract_text()
|
34 |
text_splitter=text_splitter_function(text);
|
35 |
+
result=response_from_bot(text_splitter)
|
36 |
+
print(result)
|
37 |
+
return result
|
38 |
+
def response_from_bot(text_splitter):
|
39 |
db = FAISS.from_texts(text_splitter, embeddings);
|
40 |
retriever = db.as_retriever(search_type="similarity", search_kwargs={"k": 2})
|
41 |
llm=GooglePalm(google_api_key=google_api)
|
|
|
43 |
qa = RetrievalQA.from_chain_type(
|
44 |
llm=llm, chain_type="stuff", retriever=retriever, return_source_documents=True
|
45 |
)
|
46 |
+
result=qa.invoke("what should i eat on monday")
|
47 |
except:
|
48 |
+
result="hir"
|
|
|
49 |
|
50 |
+
return result['result'];
|
|
|
|
|
51 |
|
52 |
|
53 |
|
|
|
63 |
with gr.Column():
|
64 |
input_file=gr.File(label="Upload PDF", file_count="single")
|
65 |
submit_btn=gr.Button("Submit")
|
66 |
+
submit_btn.click(text_extract, [input_file], [user_input])
|
67 |
#send_btn.click(chatbot_response,[user_input,state],[chatbot, state])
|
68 |
|
69 |
if __name__ == "__main__":
|