




import requests

try:
 from django.contrib.auth import authenticate, login
 from django.shortcuts import redirect, render
except ImportError:
 a_										=       a_										=       a_										=       a_										=       print




def    __SCREAMING_SNAKE_CASE				(					lowercase_ )    ->		List[Any]:

   """simple docstring"""


   __UpperCamelCase											=  '''secretKey'''
   __UpperCamelCase											=  '''https://www.google.com/recaptcha/api/siteverify'''

   # when method is not POST, direct user to login page
   if request.method != "POST":
      return render(lowercase_   ,       '''login.html''' )

   # from the frontend, get username, password, and client_key
   __UpperCamelCase											=  request.POST.get('''username''' )
   __UpperCamelCase											=  request.POST.get('''password''' )
   __UpperCamelCase											=  request.POST.get('''g-recaptcha-response''' )

   # post recaptcha response to Google's recaptcha api
   __UpperCamelCase											=  requests.post(lowercase_   ,       data={'''secret''': secret_key, '''response''': client_key} )
   # if the recaptcha api verified our keys
   if response.json().get('''success'''   ,       lowercase_ ):
      # authenticate the user
      __UpperCamelCase											=  authenticate(lowercase_   ,       username=lowercase_   ,       password=lowercase_ )
      if user_in_database:
         login(lowercase_   ,       lowercase_ )
         return redirect('''/your-webpage''' )
   return render(lowercase_   ,       '''login.html''' )












# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from ..models.auto import AutoModelForSeqaSeqLM, AutoTokenizer
from .base import PipelineTool


a_										=       "Here is a text containing a lot of information: '''{text}'''.\n\nCan you answer this question about the text: '{question}'"

class 	_lowerCamelCase  (     _SCREAMING_SNAKE_CASE				):

      """simple docstring"""

      lowerCAmelCase__     :	Union[str, Any]      =   "google/flan-t5-base"
      lowerCAmelCase__     :	Union[str, Any]      =   (
          "This is a tool that answers questions related to a text. It takes two arguments named `text`, which is the "
          "text where to find the answer, and `question`, which is the question, and returns the answer to the question."
      )
      lowerCAmelCase__     :	List[Any]      =   "text_qa"
      lowerCAmelCase__     :	int      =   AutoTokenizer
      lowerCAmelCase__     :	Optional[Any]      =   AutoModelForSeqaSeqLM

      lowerCAmelCase__     :	Tuple      =   ["text", "text"]
      lowerCAmelCase__     :	Any      =   ["text"]







      def  snake_case		(       self   :	Union[str, Any]	,    snake_case   :	str	,    snake_case   :	str			):
          __UpperCamelCase											=  QA_PROMPT.format(text=snake_case	,    question=snake_case			)
          return self.pre_processor(snake_case	,    return_tensors='''pt'''			)







      def  snake_case		(       self   :	Any	,    snake_case   :	Optional[int]			):
          __UpperCamelCase											=  self.model.generate(**snake_case			)

          __UpperCamelCase						, __UpperCamelCase											=  inputs['''input_ids'''].shape
          __UpperCamelCase											=  output_ids.shape[0]

          return output_ids.reshape(snake_case	,    out_b // in_b	,    *output_ids.shape[1:]			)[0][0]







      def  snake_case		(       self   :	Tuple	,    snake_case   :	Optional[Any]			):
          return self.pre_processor.decode(snake_case	,    skip_special_tokens=snake_case	,    clean_up_tokenization_spaces=snake_case			)






