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https://github.com/RYDE-WORK/Langchain-Chatchat.git
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* 添加LLM模型切换功能，需要在server_config中设置可切换的模型 * add tests for api.py/llm_model/* * - 支持模型切换 - 支持智普AI线上模型 - startup.py增加参数`--api-worker`，自动运行所有的线上API模型。使用`-a (--all-webui), --all-api`时默认开启该选项 * 修复被fastchat覆盖的标准输出 * 对fastchat日志进行更细致的控制，startup.py中增加-q(--quiet)开关，可以减少无用的fastchat日志输出 * 修正chatglm api的对话模板 Co-authored-by: liunux4odoo <liunu@qq.com>
75 lines
2.1 KiB
Python
75 lines
2.1 KiB
Python
import requests
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import json
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import sys
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from pathlib import Path
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root_path = Path(__file__).parent.parent.parent
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sys.path.append(str(root_path))
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from configs.server_config import api_address, FSCHAT_MODEL_WORKERS
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from configs.model_config import LLM_MODEL, llm_model_dict
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from pprint import pprint
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import random
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def get_configured_models():
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model_workers = list(FSCHAT_MODEL_WORKERS)
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if "default" in model_workers:
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model_workers.remove("default")
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llm_dict = list(llm_model_dict)
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return model_workers, llm_dict
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api_base_url = api_address()
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def get_running_models(api="/llm_model/list_models"):
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url = api_base_url + api
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r = requests.post(url)
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if r.status_code == 200:
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return r.json()["data"]
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return []
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def test_running_models(api="/llm_model/list_models"):
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url = api_base_url + api
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r = requests.post(url)
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assert r.status_code == 200
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print("\n获取当前正在运行的模型列表：")
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pprint(r.json())
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assert isinstance(r.json()["data"], list)
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assert len(r.json()["data"]) > 0
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# 不建议使用stop_model功能。按现在的实现，停止了就只能手动再启动
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# def test_stop_model(api="/llm_model/stop"):
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# url = api_base_url + api
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# r = requests.post(url, json={""})
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def test_change_model(api="/llm_model/change"):
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url = api_base_url + api
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running_models = get_running_models()
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assert len(running_models) > 0
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model_workers, llm_dict = get_configured_models()
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availabel_new_models = set(model_workers) - set(running_models)
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if len(availabel_new_models) == 0:
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availabel_new_models = set(llm_dict) - set(running_models)
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availabel_new_models = list(availabel_new_models)
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assert len(availabel_new_models) > 0
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print(availabel_new_models)
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model_name = random.choice(running_models)
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new_model_name = random.choice(availabel_new_models)
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print(f"\n尝试将模型从 {model_name} 切换到 {new_model_name}")
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r = requests.post(url, json={"model_name": model_name, "new_model_name": new_model_name})
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assert r.status_code == 200
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running_models = get_running_models()
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assert new_model_name in running_models
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