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replace qianfan api with ernie bot sdk

Signed-off-by: ChengZi <chen.zhang@zilliz.com>
main
ChengZi 1 year ago
parent
commit
a8800a3564
  1. 101
      ernie_chat.py
  2. 0
      legacy/__init__.py
  3. 101
      legacy/ernie_chat_v1.py

101
ernie_chat.py

@ -1,4 +1,4 @@
# Copyright 2021 Zilliz. All rights reserved.
# Copyright 2023 Zilliz. All rights reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
@ -13,86 +13,71 @@
# limitations under the License. # limitations under the License.
import os import os
import requests
import json
from typing import List from typing import List
from towhee.operator.base import PyOperator from towhee.operator.base import PyOperator
import erniebot
class ErnieChat(PyOperator): class ErnieChat(PyOperator):
'''Wrapper of OpenAI Chat API'''
'''Wrapper of Ernie Bot SDK'''
def __init__(self, def __init__(self,
api_key: str = None,
secret_key: str = None,
model_name: str = 'ernie-bot-turbo',
api_type: str = None,
access_token: str = None,
**kwargs **kwargs
): ):
self.api_key = api_key or os.getenv('ERNIE_API_KEY')
self.secret_key = secret_key or os.getenv('ERNIE_SECRET_KEY')
erniebot.api_type = api_type or os.getenv('ERNIEBOT_API_TYPE')
erniebot.access_token = access_token or os.getenv('ERNIEBOT_ACCESS_TOKEN')
self._model = model_name
self.stream = kwargs.pop('stream') if 'stream' in kwargs else False
self.kwargs = kwargs self.kwargs = kwargs
try:
self.access_token = self.get_access_token(api_key=self.api_key, secret_key=self.secret_key)
except Exception as e:
raise RuntimeError(f'Failed to get access token: {e}')
self.url = 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/completions?access_token=' \
+ self.access_token
def __call__(self, messages: List[dict]): def __call__(self, messages: List[dict]):
messages = self.parse_inputs(messages)
self.kwargs['messages'] = messages
payload = json.dumps(self.kwargs)
headers = {
'Content-Type': 'application/json'
}
response = requests.request('POST', self.url, headers=headers, data=payload)
# if self.kwargs.get('stream', False):
# return self.stream_output(response)
answer = response.json()['result']
return answer
response = erniebot.ChatCompletion.create(
model=self._model,
messages=messages,
stream=self.stream,
**self.kwargs
)
if self.stream:
return self.stream_output(response)
else:
answer = response.result
return answer
def parse_inputs(self, messages: List[dict]): def parse_inputs(self, messages: List[dict]):
assert isinstance(messages, list), \ assert isinstance(messages, list), \
'Inputs must be a list of dictionaries with keys from ["question", "answer"] or ["role", "content"].'
'Inputs must be a list of dictionaries with keys from ["system", "question", "answer"].'
new_messages = [] new_messages = []
for m in messages: for m in messages:
if ('role' and 'content' in m) and (m['role'] in ['assistant', 'user']):
if ('role' and 'content' in m) and (m['role'] in ['system', 'assistant', 'user']):
new_messages.append(m) new_messages.append(m)
else: else:
for k, v in m.items(): for k, v in m.items():
if ('role' and 'content' in m) and (m['role'] in ['system', 'assistant', 'user']):
if m['role'] == 'system':
new_messages.append({'role': 'user', 'content': m['content']})
new_messages.append({'role': 'assistant', 'content': 'OK.'})
else:
new_messages.append(m)
if k == 'question':
new_m = {'role': 'user', 'content': v}
elif k == 'answer':
new_m = {'role': 'assistant', 'content': v}
elif k == 'system':
new_m = {'role': 'system', 'content': v}
else: else:
for k, v in m.items():
if k == 'question':
new_ms = [{'role': 'user', 'content': v}]
elif k == 'answer':
new_ms = [{'role': 'assistant', 'content': v}]
elif k == 'system':
new_ms = [{'role': 'user', 'content': v}, {'role': 'assistant', 'content': 'OK.'}]
else:
raise KeyError(
'Invalid message key: only accept key value from ["question", "answer"].')
new_messages += new_ms
raise KeyError(
'Invalid message key: only accept key value from ["system", "question", "answer"].')
new_messages.append(new_m)
return new_messages return new_messages
def stream_output(self, response): def stream_output(self, response):
# todo
pass
for resp in response:
yield resp.result
@staticmethod @staticmethod
def get_access_token(api_key, secret_key):
url = 'https://aip.baidubce.com/oauth/2.0/token'
params = {
'grant_type': 'client_credentials',
'client_id': api_key,
'client_secret': secret_key
}
return str(requests.post(url, params=params).json().get('access_token'))
def supported_model_names():
model_list = [
'ernie-bot',
'ernie-bot-turbo'
]
model_list.sort()
return model_list

0
legacy/__init__.py

101
legacy/ernie_chat_v1.py

@ -0,0 +1,101 @@
# Copyright 2021 Zilliz. 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.
# This is a legacy code, for the new version, please use ../ernie_chat.py
import os
import requests
import json
from typing import List
from towhee.operator.base import PyOperator
class ErnieChat(PyOperator):
'''Wrapper of OpenAI Chat API'''
def __init__(self,
api_key: str = None,
secret_key: str = None,
**kwargs
):
self.api_key = api_key or os.getenv('ERNIE_API_KEY')
self.secret_key = secret_key or os.getenv('ERNIE_SECRET_KEY')
self.kwargs = kwargs
try:
self.access_token = self.get_access_token(api_key=self.api_key, secret_key=self.secret_key)
except Exception as e:
raise RuntimeError(f'Failed to get access token: {e}')
self.url = 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/completions?access_token=' \
+ self.access_token
def __call__(self, messages: List[dict]):
messages = self.parse_inputs(messages)
self.kwargs['messages'] = messages
payload = json.dumps(self.kwargs)
headers = {
'Content-Type': 'application/json'
}
response = requests.request('POST', self.url, headers=headers, data=payload)
# if self.kwargs.get('stream', False):
# return self.stream_output(response)
answer = response.json()['result']
return answer
def parse_inputs(self, messages: List[dict]):
assert isinstance(messages, list), \
'Inputs must be a list of dictionaries with keys from ["question", "answer"] or ["role", "content"].'
new_messages = []
for m in messages:
if ('role' and 'content' in m) and (m['role'] in ['assistant', 'user']):
new_messages.append(m)
else:
for k, v in m.items():
if ('role' and 'content' in m) and (m['role'] in ['system', 'assistant', 'user']):
if m['role'] == 'system':
new_messages.append({'role': 'user', 'content': m['content']})
new_messages.append({'role': 'assistant', 'content': 'OK.'})
else:
new_messages.append(m)
else:
for k, v in m.items():
if k == 'question':
new_ms = [{'role': 'user', 'content': v}]
elif k == 'answer':
new_ms = [{'role': 'assistant', 'content': v}]
elif k == 'system':
new_ms = [{'role': 'user', 'content': v}, {'role': 'assistant', 'content': 'OK.'}]
else:
raise KeyError(
'Invalid message key: only accept key value from ["question", "answer"].')
new_messages += new_ms
return new_messages
def stream_output(self, response):
# todo
pass
@staticmethod
def get_access_token(api_key, secret_key):
url = 'https://aip.baidubce.com/oauth/2.0/token'
params = {
'grant_type': 'client_credentials',
'client_id': api_key,
'client_secret': secret_key
}
return str(requests.post(url, params=params).json().get('access_token'))
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