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import erniebot
aclient = None
client = None
import os
def normalize2uaua_ernie( message, if_replace_system = False ):
new_message = []
last_role = ""
for msg in message:
role = msg["role"]
if if_replace_system and role == "system":
role = "user"
msg["role"] = role
if last_role == role:
new_message[-1]["content"] = new_message[-1]["content"] + "\n" + msg["content"]
else:
last_role = role
new_message.append( msg )
return new_message
def init_client():
# 将client设置为全局变量
global client
# 将ERNIE_ACCESS_TOKEN作为参数值传递给OS
api_key = os.getenv("ERNIE_ACCESS_TOKEN")
if api_key is None:
raise ValueError("环境变量'ERNIE_ACCESS_TOKEN'未设置，请确保已经定义了API密钥")
erniebot.api_type = "aistudio"
erniebot.access_token = api_key
client = erniebot
def get_response( message, model_name = "ernie-4.0" ):
if client is None:
init_client()
message_ua = normalize2uaua_ernie(message, if_replace_system = True)
# print(message_ua)
response = client.ChatCompletion.create(\
model=model_name,\
messages = message_ua, \
temperature = 0.1 )
return response.get_result()
import json
import asyncio
from erniebot_agent.chat_models import ERNIEBot
from erniebot_agent.memory import HumanMessage, AIMessage, SystemMessage, FunctionMessage
def init_aclient(model="ernie-4.0"):
# 将aclient设置为全局变量
global aclient
api_key = os.getenv("ERNIE_ACCESS_TOKEN")
if api_key is None:
raise ValueError("环境变量'ERNIE_ACCESS_TOKEN'未设置。请确保已经定义了API密钥。")
os.environ["EB_AGENT_ACCESS_TOKEN"] = api_key
aclient = ERNIEBot(model=model) # 创建模型
async def async_get_response( message, model="ernie-4.0" ):
if aclient is None:
init_aclient(model=model)
messages = []
system_message = None
message_ua = normalize2uaua_ernie(message, if_replace_system = False)
print(message_ua)
for item in message_ua:
if item["role"] == "user":
messages.append(HumanMessage(item["content"]))
elif item["role"] == "system":
system_message = SystemMessage(item["content"])
else:
messages.append(AIMessage(item["content"]))
if system_message:
ai_message = await aclient.chat(messages=messages, temperature = 0.1)
else:
ai_message = await aclient.chat(messages=messages, system=system_message.content, temperature = 0.1) # 调用模型chat接口，非流式返回
return ai_message.content |