qwenlm--qwen-agent
wehub-resource-sync
63 行
2.0 KiB
Python
63 行
2.0 KiB
Python
# Copyright 2023 The Qwen team, Alibaba Group. 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.
|
|
|
|
import os
|
|
import shutil
|
|
from pathlib import Path
|
|
|
|
from qwen_agent.agents import ReActChat
|
|
from qwen_agent.llm.schema import ContentItem, Message
|
|
|
|
|
|
def test_react_chat():
|
|
llm_cfg = {'model': 'qwen-max'}
|
|
tools = ['image_gen', 'amap_weather']
|
|
agent = ReActChat(llm=llm_cfg, function_list=tools)
|
|
|
|
messages = [Message('user', '海淀区天气')]
|
|
|
|
*_, last = agent.run(messages)
|
|
|
|
assert '\nAction: ' in last[-1].content
|
|
assert '\nAction Input: ' in last[-1].content
|
|
assert '\nObservation: ' in last[-1].content
|
|
assert '\nThought: ' in last[-1].content
|
|
assert '\nFinal Answer: ' in last[-1].content
|
|
|
|
|
|
def test_react_chat_with_file():
|
|
if os.path.exists('workspace'):
|
|
shutil.rmtree('workspace')
|
|
llm_cfg = {
|
|
'model': 'qwen-max',
|
|
'model_server': 'dashscope',
|
|
'api_key': os.getenv('DASHSCOPE_API_KEY'),
|
|
}
|
|
tools = ['code_interpreter']
|
|
agent = ReActChat(llm=llm_cfg, function_list=tools)
|
|
messages = [
|
|
Message(
|
|
'user',
|
|
[
|
|
ContentItem(
|
|
text= # noqa
|
|
'pd.head the file first and then help me draw a line chart to show the changes in stock prices'),
|
|
ContentItem(
|
|
file=str(Path(__file__).resolve().parent.parent.parent / 'examples/resource/stock_prices.csv'))
|
|
])
|
|
]
|
|
|
|
*_, last = agent.run(messages)
|
|
assert len(last[-1].content) > 0
|