Update app.py
Browse files
app.py
CHANGED
@@ -32,17 +32,16 @@ def text_extract(file):
|
|
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 |
-
return result
|
37 |
-
def response_from_bot(text_splitter):
|
38 |
db = FAISS.from_texts(text_splitter, embeddings);
|
39 |
retriever = db.as_retriever(search_type="similarity", search_kwargs={"k": 2})
|
40 |
llm=GooglePalm(google_api_key=google_api)
|
41 |
qa = RetrievalQA.from_chain_type(
|
42 |
-
|
43 |
-
|
44 |
result=qa.invoke("where is tajmahal")
|
45 |
-
|
|
|
|
|
46 |
|
47 |
|
48 |
|
|
|
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)
|
38 |
qa = RetrievalQA.from_chain_type(
|
39 |
+
llm=llm, chain_type="stuff", retriever=retriever, return_source_documents=True
|
40 |
+
)
|
41 |
result=qa.invoke("where is tajmahal")
|
42 |
+
|
43 |
+
return result['result']
|
44 |
+
|
45 |
|
46 |
|
47 |
|