Spaces:
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auth
Browse files
app.py
CHANGED
@@ -67,20 +67,22 @@ REDIRECT_URI = 'https://sanjeevbora-chatbot.hf.space/'
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AUTH_URL = f"https://login.microsoftonline.com/2b093ced-2571-463f-bc3e-b4f8bcb427ee/oauth2/v2.0/authorize"
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TOKEN_URL = f"https://login.microsoftonline.com/2b093ced-2571-463f-bc3e-b4f8bcb427ee/oauth2/v2.0/token"
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#
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params = {
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'client_id': CLIENT_ID,
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'response_type': 'code',
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'redirect_uri': REDIRECT_URI,
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'response_mode': 'query',
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'scope': 'User.Read',
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'state': '12345' # Optional state parameter
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}
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return login_url
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#
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def exchange_code_for_token(auth_code):
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data = {
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'grant_type': 'authorization_code',
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@@ -93,50 +95,90 @@ def exchange_code_for_token(auth_code):
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token_data = response.json()
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return token_data.get('access_token')
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# Function to retrieve answer using the RAG system
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@spaces.GPU(duration=60)
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return
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# Function
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def
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return history, "" # Clear input after submission
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# Gradio interface
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with gr.Blocks() as interface:
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gr.Markdown("## RAG Chatbot")
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gr.Markdown("Ask a question and get answers based on retrieved documents.")
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auth_btn = gr.Button("Login with Microsoft")
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#
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interface.launch()
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AUTH_URL = f"https://login.microsoftonline.com/2b093ced-2571-463f-bc3e-b4f8bcb427ee/oauth2/v2.0/authorize"
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TOKEN_URL = f"https://login.microsoftonline.com/2b093ced-2571-463f-bc3e-b4f8bcb427ee/oauth2/v2.0/token"
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# Global variable to store the access token
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access_token = None
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# OAuth Authorization URL with parameters
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def get_auth_url():
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params = {
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'client_id': CLIENT_ID,
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'response_type': 'code',
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'redirect_uri': REDIRECT_URI,
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'response_mode': 'query',
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'scope': 'User.Read',
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'state': '12345' # Optional state parameter
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}
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return f"{AUTH_URL}?{urlencode(params)}"
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# Exchange authorization code for an access token
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def exchange_code_for_token(auth_code):
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data = {
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'grant_type': 'authorization_code',
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token_data = response.json()
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return token_data.get('access_token')
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# Function to fetch user profile from Microsoft Graph
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def get_user_profile(token):
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headers = {
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'Authorization': f'Bearer {token}'
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}
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response = requests.get(GRAPH_API_URL, headers=headers)
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return response.json()
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# Function to check if the user is authenticated
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def is_authenticated():
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return access_token is not None
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# Function to retrieve answer using the RAG system
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@spaces.GPU(duration=60)
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# Gradio app with OAuth integration
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def chat_interface():
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global access_token
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# If the user is not authenticated, redirect to Microsoft login
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if not is_authenticated():
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auth_url = get_auth_url()
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return gr.Markdown(f"Please [log in]({auth_url}) to use the chatbot.")
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def test_rag(query):
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books_retriever = books_db_client_retriever.run(query)
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# Extract the relevant answer using regex
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corrected_text_match = re.search(r"Helpful Answer:(.*)", books_retriever, re.DOTALL)
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if corrected_text_match:
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corrected_text_books = corrected_text_match.group(1).strip()
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else:
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corrected_text_books = "No helpful answer found."
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return corrected_text_books
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# Gradio chatbot interface
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def chat(query, history=None):
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if history is None:
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history = []
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if query:
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# Chatbot logic here
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answer = "This is a dummy answer."
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history.append((query, answer))
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return history, "" # Clear input after submission
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with gr.Blocks() as interface:
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gr.Markdown("## RAG Chatbot")
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gr.Markdown("Ask a question and get answers based on retrieved documents.")
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input_box = gr.Textbox(label="Enter your question", placeholder="Type your question here...")
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submit_btn = gr.Button("Submit")
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chat_history = gr.Chatbot(label="Chat History")
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submit_btn.click(chat, inputs=[input_box, chat_history], outputs=[chat_history, input_box])
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return interface
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# Function to handle OAuth callback and extract authorization code
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def handle_auth_callback(query_params):
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global access_token
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# Parse the query parameters to extract the authorization code
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parsed_url = urlparse(query_params)
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query_dict = parse_qs(parsed_url.query)
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if 'code' in query_dict:
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auth_code = query_dict['code'][0]
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access_token = exchange_code_for_token(auth_code)
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return "Authentication successful. You can now use the chatbot."
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# Gradio app launch
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with gr.Blocks() as app:
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gr.Markdown("## OAuth2.0 Chatbot")
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# Check for the authentication callback
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app_url = spaces.get_url()
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if app_url.startswith(REDIRECT_URI):
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query_params = app_url.split('?')[-1]
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handle_auth_callback(query_params)
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# Display the chat interface or authentication prompt
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chat_interface()
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app.launch()
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