I used your project and tuned it according to my gui and I am getting correct response.
however as we know, at times, it does not know the answers if not present within the file... is there a way to only display answers when found inside the file and not the autoAI message 'answer not found type??'
I have 3 files hence it displays 3.. but I only wish to display the answer when it is found correctly
here is the code I wrote:
def get_conversation_chain(vectorstore):
llm = ChatOpenAI(model_name = 'gpt-3.5-turbo')
memory = ConversationBufferMemory(
memory_key='chat_history', return_messages=True)
conversation_chain = ConversationalRetrievalChain.from_llm(
llm=llm,
retriever=vectorstore.as_retriever(),
memory=memory
)
return conversation_chain
def handle_userinput(conversation, user_question, pdf_file):
response = conversation({'question': user_question})
chat_history = response['chat_history']
for i, message in enumerate(chat_history):
if i % 2 == 0:
print(f"Question: {green}{message.content}")
else:
print(f"Answer: {green}{message.content}")
def main():
print(f"{yellow}---------------------------------------------------------------------------------")
print('Welcome to the Mulit-chat. You are now ready to start interacting with your documents')
print('---------------------------------------------------------------------------------')
load_dotenv('.env')
root = "/home/ndip/QnA_model/Pdf_files"
conversation = None
chat_history = None
while True:
user_question = input(f"{white}Ask a question about your documents:")
for file in os.listdir(root):
if file.endswith(".pdf"):
pdf_path = os.path.join(root, file)
raw_text = get_pdf_text(pdf_path)
text_chunks = get_text_chunks(raw_text)
vectorstore = get_vectorstore(text_chunks)
conversation = get_conversation_chain(vectorstore)
handle_userinput(conversation, user_question, file)
if __name__ == '__main__':
main()
hey @alejandro-ao,
I used your project and tuned it according to my gui and I am getting correct response.
however as we know, at times, it does not know the answers if not present within the file... is there a way to only display answers when found inside the file and not the autoAI message 'answer not found type??'
I have 3 files hence it displays 3.. but I only wish to display the answer when it is found correctly
here is the code I wrote: