wehub-resource-sync
89 lines
2.5 KiB
Python
89 lines
2.5 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.
|
||
|
||
"""A retrieval docqa assistant implemented by virtual memory agent"""
|
||
|
||
import os
|
||
|
||
from qwen_agent.agents import VirtualMemoryAgent
|
||
from qwen_agent.gui import WebUI
|
||
|
||
ROOT_RESOURCE = os.path.join(os.path.dirname(__file__), 'resource')
|
||
|
||
|
||
def init_agent_service():
|
||
llm_cfg = {'model': 'qwen-max'}
|
||
system = '一个文档问答助手。'
|
||
bot = VirtualMemoryAgent(
|
||
llm=llm_cfg,
|
||
system_message=system,
|
||
)
|
||
|
||
return bot
|
||
|
||
|
||
def test(query='简单列出这篇文章的贡献https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf',):
|
||
# Define the agent
|
||
bot = init_agent_service()
|
||
|
||
# Chat
|
||
messages = [{'role': 'user', 'content': query}]
|
||
|
||
for response in bot.run(messages):
|
||
print('bot response:', response)
|
||
|
||
|
||
def app_tui():
|
||
# Define the agent
|
||
bot = init_agent_service()
|
||
|
||
# Chat
|
||
messages = []
|
||
while True:
|
||
# Query example: 简单列出这篇文章的贡献https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf
|
||
query = input('user question: ')
|
||
# File example: resource/poem.pdf
|
||
file = input('file url (press enter if no file): ').strip()
|
||
if not query:
|
||
print('user question cannot be empty！')
|
||
continue
|
||
if not file:
|
||
messages.append({'role': 'user', 'content': query})
|
||
else:
|
||
messages.append({'role': 'user', 'content': [{'text': query}, {'file': file}]})
|
||
|
||
response = []
|
||
for response in bot.run(messages):
|
||
print('bot response:', response)
|
||
messages.extend(response)
|
||
|
||
|
||
def app_gui():
|
||
# Define the agent
|
||
bot = init_agent_service()
|
||
chatbot_config = {
|
||
'prompt.suggestions': ['简单列出这篇文章的贡献https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf']
|
||
}
|
||
|
||
WebUI(
|
||
bot,
|
||
chatbot_config=chatbot_config,
|
||
).run()
|
||
|
||
|
||
if __name__ == '__main__':
|
||
# test()
|
||
# app_tui()
|
||
app_gui()
|