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https://github.com/PaddlePaddle/FastDeploy.git
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[LLM] Support deploy LLM model
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71
llm/client/fastdeploy_client/command.py
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71
llm/client/fastdeploy_client/command.py
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# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import logging
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import os
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import sys
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from fastdeploy_client.chatbot import ChatBot
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def _get_service_configuration():
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"""
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从环境变量获取服务配置信息
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"""
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url = os.getenv("FASTDEPLOY_MODEL_URL")
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if url is None:
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raise ValueError("Please set service url by `export FASTDEPLOY_MODEL_URL`."
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"For example: `export FASTDEPLOY_MODEL_URL=127.0.0.1:8500`")
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hostname, port = url.strip().split(':')
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port = int(port)
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if port <= 0 or port > 65535:
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raise ValueError("Invalid port number")
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return hostname, port
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def stream_generate(prompt):
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"""
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命令工具:流式返回
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"""
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hostname, port = _get_service_configuration()
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chatbot = ChatBot(hostname=hostname, port=port)
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stream_result = chatbot.stream_generate(prompt)
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for res in stream_result:
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print(res)
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def generate(prompt):
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"""
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命令工具:整句返回
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"""
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hostname, port = _get_service_configuration()
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chatbot = ChatBot(hostname=hostname, port=port)
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result = chatbot.generate(prompt)
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print(result)
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def main():
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"""
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命令工具主入口
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"""
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if len(sys.argv) < 2 or sys.argv[1] not in ["generate", "stream_generate"]:
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logging.error("Usage 1: fdclient generate \"Hello, How are you?\"")
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return
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prompt = sys.argv[2]
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if sys.argv[1] == "generate":
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return generate(prompt)
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else:
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return stream_generate(prompt)
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