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DeepSeek-R1之二_基于Open-WebUI的AI托管平台之Pyenv-win安装与配置搭建本地AI知识库

article 2025/2/23 5:55:42

DeepSeek-R1之二_基于Open-WebUI的AI托管平台之Pyenv-win安装与配置搭建本地AI知识库

文章目录

DeepSeek-R1之二_基于Open-WebUI的AI托管平台之Pyenv-win安装与配置搭建本地AI知识库
1. 官网及前提条件
- 1. 官网
- 2. 前提条件
- 1. 安装了Ollama
- 2. 通过Ollama下载与管理了DeepSeek-R1模型
2. pyenv-win安装
3. 通过Python pip安装Open-WebUI
- 1. 安装Open-WebUI
- 2. 运行Open-WebUI
4. 访问Open-WebUI
- 1. 首次访问
- 2. 创建账号
- 3. 切换模型

1. 官网及前提条件

1. 官网

https://github.com/open-webui/open-webui

2. 前提条件

1. 安装了Ollama

2. 通过Ollama下载与管理了DeepSeek-R1模型

2. pyenv-win安装

pyenv-win是Windows下的Python版本管理工具

安装Open-WebUI需要用Python 3.11,所以推荐使用pyenv-win来管理Python版本

3. 通过Python pip安装Open-WebUI

Open WebUI 可以使用 Python 包安装程序 pip 进行安装。在继续之前，请确保您使用的是 Python 3.11 以避免兼容性问题。

命令：pip install open-webui

1. 安装Open-WebUI

打开终端并运行以下命令以安装 Open WebUI：

pip install open-webui

安装过程如下(根据网络环境不同耗时有可能很长，需耐心等待)

# 截至2025-02-05最新的版本为open-webui-0.5.8
C:\Users\jinshengyuan>pip install open-webui
Collecting open-webui
  Downloading open_webui-0.5.8-py3-none-any.whl.metadata (18 kB)
Requirement already satisfied: aiocache in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (0.12.3)
Requirement already satisfied: aiofiles in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (24.1.0)
Collecting aiohttp==3.11.11 (from open-webui)
  Downloading aiohttp-3.11.11-cp311-cp311-win_amd64.whl.metadata (8.0 kB)
Requirement already satisfied: alembic==1.14.0 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (1.14.0)
Requirement already satisfied: anthropic in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (0.45.2)
Requirement already satisfied: apscheduler==3.10.4 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (3.10.4)
Requirement already satisfied: argon2-cffi==23.1.0 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (23.1.0)
Requirement already satisfied: async-timeout in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (5.0.1)
Collecting authlib==1.4.1 (from open-webui)
  Downloading Authlib-1.4.1-py2.py3-none-any.whl.metadata (3.9 kB)
Requirement already satisfied: bcrypt==4.2.0 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (4.2.0)
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Collecting duckduckgo-search~=7.3.0 (from open-webui)
  Downloading duckduckgo_search-7.3.0-py3-none-any.whl.metadata (17 kB)
Requirement already satisfied: einops==0.8.0 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (0.8.0)
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Requirement already satisfied: fake-useragent==1.5.1 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (1.5.1)
Collecting fastapi==0.115.7 (from open-webui)
  Downloading fastapi-0.115.7-py3-none-any.whl.metadata (27 kB)
Requirement already satisfied: faster-whisper==1.0.3 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (1.0.3)
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Requirement already satisfied: google-api-python-client in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (2.160.0)
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Collecting opencv-python-headless==4.11.0.86 (from open-webui)
  Downloading opencv_python_headless-4.11.0.86-cp37-abi3-win_amd64.whl.metadata (20 kB)
Requirement already satisfied: openpyxl==3.1.5 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (3.1.5)
Requirement already satisfied: opensearch-py==2.7.1 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (2.7.1)
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Requirement already satisfied: passlib==1.7.4 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from passlib[bcrypt]==1.7.4->open-webui) (1.7.4)
Requirement already satisfied: peewee-migrate==1.12.2 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (1.12.2)
Requirement already satisfied: peewee==3.17.8 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (3.17.8)
Requirement already satisfied: pgvector==0.3.5 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (0.3.5)
Requirement already satisfied: psutil in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (6.1.1)
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Collecting pymdown-extensions==10.14.2 (from open-webui)
  Downloading pymdown_extensions-10.14.2-py3-none-any.whl.metadata (3.0 kB)
Requirement already satisfied: pymilvus==2.5.0 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (2.5.0)
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Requirement already satisfied: pytest-docker~=3.1.1 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (3.1.2)
Requirement already satisfied: pytest~=8.3.2 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (8.3.4)
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Requirement already satisfied: pytube==15.0.0 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (15.0.0)
Requirement already satisfied: pyxlsb==1.0.10 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (1.0.10)
Requirement already satisfied: qdrant-client~=1.12.0 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (1.12.2)
Requirement already satisfied: rank-bm25==0.2.2 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (0.2.2)
Requirement already satisfied: rapidocr-onnxruntime==1.3.24 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (1.3.24)
Requirement already satisfied: redis in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (5.2.1)
Requirement already satisfied: requests==2.32.3 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (2.32.3)
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Requirement already satisfied: sentencepiece in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (0.2.0)
Collecting soundfile==0.13.1 (from open-webui)
  Downloading soundfile-0.13.1-py2.py3-none-win_amd64.whl.metadata (16 kB)
Requirement already satisfied: sqlalchemy==2.0.32 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (2.0.32)
Requirement already satisfied: tiktoken in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (0.8.0)
Requirement already satisfied: transformers in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (4.48.2)
Collecting unstructured==0.16.11 (from open-webui)
  Downloading unstructured-0.16.11-py3-none-any.whl.metadata (24 kB)
Requirement already satisfied: uvicorn==0.30.6 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from uvicorn[standard]==0.30.6->open-webui) (0.30.6)
Requirement already satisfied: validators==0.34.0 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from open-webui) (0.34.0)
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Requirement already satisfied: attrs>=17.3.0 in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from aiohttp==3.11.11->open-webui) (25.1.0)
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Requirement already satisfied: cryptography in c:\users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\lib\site-packages (from authlib==1.4.1->open-webui) (44.0.0)
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    Uninstalling unstructured-0.15.9:
      Successfully uninstalled unstructured-0.15.9
Successfully installed aiohttp-3.11.11 authlib-1.4.1 duckduckgo-search-7.3.0 fastapi-0.115.7 html5lib-1.1 open-webui-0.5.8 opencv-python-headless-4.11.0.86 pymdown-extensions-10.14.2 soundfile-0.13.1 starlette-0.45.3 unstructured-0.16.11 webencodings-0.5.1

[notice] A new release of pip is available: 24.0 -> 25.0
[notice] To update, run: python.exe -m pip install --upgrade pip

C:\Users\jinshengyuan>

2. 运行Open-WebUI

安装后，您可以通过执行以下命令来启动 Open WebUI

open-webui serve

执行启动命令过程如下

C:\Users\jinshengyuan>open-webui serve
Loading WEBUI_SECRET_KEY from file, not provided as an environment variable.
Loading WEBUI_SECRET_KEY from C:\Users\jinshengyuan\.webui_secret_key
C:\Users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\Lib\site-packages\open_webui
C:\Users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\Lib\site-packages
C:\Users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\Lib
Running migrations
INFO  [alembic.runtime.migration] Context impl SQLiteImpl.
INFO  [alembic.runtime.migration] Will assume non-transactional DDL.
INFO  [open_webui.env] 'ENABLE_SIGNUP' loaded from the latest database entry
INFO  [open_webui.env] 'DEFAULT_LOCALE' loaded from the latest database entry
INFO  [open_webui.env] 'DEFAULT_PROMPT_SUGGESTIONS' loaded from the latest database entry
WARNI [open_webui.env]

WARNING: CORS_ALLOW_ORIGIN IS SET TO '*' - NOT RECOMMENDED FOR PRODUCTION DEPLOYMENTS.

INFO  [open_webui.env] Embedding model set: sentence-transformers/all-MiniLM-L6-v2
C:\Users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\Lib\site-packages\pydub\utils.py:170: RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work
  warn("Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work", RuntimeWarning)
WARNI [langchain_community.utils.user_agent] USER_AGENT environment variable not set, consider setting it to identify your requests.

  ___                    __        __   _     _   _ ___
 / _ \ _ __   ___ _ __   \ \      / /__| |__ | | | |_ _|
| | | | '_ \ / _ \ '_ \   \ \ /\ / / _ \ '_ \| | | || |
| |_| | |_) |  __/ | | |   \ V  V /  __/ |_) | |_| || |
 \___/| .__/ \___|_| |_|    \_/\_/ \___|_.__/ \___/|___|
      |_|


v0.5.8 - building the best open-source AI user interface.

https://github.com/open-webui/open-webui

config_sentence_transformers.json: 100%|██████████████████████████████████████████████████████| 116/116 [00:00<?, ?B/s]
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C:\Users\jinshengyuan\.pyenv\pyenv-win\versions\3.11.9\Lib\site-packages\huggingface_hub\file_download.py:140: UserWarning: `huggingface_hub` cache-system uses symlinks by default to efficiently store duplicated files but your machine does not support them in C:\Users\jinshengyuan\.cache\huggingface\hub\models--sentence-transformers--all-MiniLM-L6-v2. Caching files will still work but in a degraded version that might require more space on your disk. This warning can be disabled by setting the `HF_HUB_DISABLE_SYMLINKS_WARNING` environment variable. For more details, see https://huggingface.co/docs/huggingface_hub/how-to-cache#limitations.
To support symlinks on Windows, you either need to activate Developer Mode or to run Python as an administrator. In order to activate developer mode, see this article: https://docs.microsoft.com/en-us/windows/apps/get-started/enable-your-device-for-development
  warnings.warn(message)
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INFO:     connection open