目次
文書の過去の版を表示しています。
Jupyter AI - JupyterLab の生成 AI 拡張機能
公式: Jupyter AI — Jupyter AI documentation 翻訳
ソースコード: jupyterlab/jupyter-ai: A generative AI extension for JupyterLab 翻訳
インストール
pipx
公式: Installation - Users — Jupyter AI documentation 翻訳
$ pipx inject jupyterlab jupyter-ai
or Python モジュールをビルドなしのバイナリオンリーでインストールしたい場合🤔
$ pipx inject jupyterlab jupyter-ai --pip-args='--only-binary=:all:'
injected package jupyter-ai into venv jupyterlab done! ✨ 🌟 ✨
モデル プロバイダーに応じて以下の Python モジュールをインストールする🤔
$ pipx inject jupyterlab ai21 anthropic boto3 cohere qianfan langchain-google-genai gpt4all huggingface_hub ipywidgets pillow langchain_nvidia_ai_endpoints openai
ipywidgets pillow langchain_nvidia_ai_endpoints openai injected package ai21 into venv jupyterlab done! ✨ 🌟 ✨ injected package anthropic into venv jupyterlab done! ✨ 🌟 ✨ injected package boto3 into venv jupyterlab done! ✨ 🌟 ✨ injected package cohere into venv jupyterlab done! ✨ 🌟 ✨ injected package qianfan into venv jupyterlab done! ✨ 🌟 ✨ injected package langchain-google-genai into venv jupyterlab done! ✨ 🌟 ✨ injected package gpt4all into venv jupyterlab done! ✨ 🌟 ✨ injected package huggingface-hub into venv jupyterlab done! ✨ 🌟 ✨ injected package ipywidgets into venv jupyterlab done! ✨ 🌟 ✨ injected package pillow into venv jupyterlab done! ✨ 🌟 ✨ injected package langchain-nvidia-ai-endpoints into venv jupyterlab done! ✨ 🌟 ✨ injected package openai into venv jupyterlab done! ✨ 🌟 ✨
モデル プロバイダー
| Provider | Provider ID | Environment variable(s) | Python package(s) | |
|---|---|---|---|---|
| AI21 | AI21 Labs | ai21 | AI21_API_KEY | ai21 |
| Anthropic | anthropic | ANTHROPIC_API_KEY | anthropic |
|
| Anthropic (chat) | anthropic-chat | ANTHROPIC_API_KEY | anthropic |
|
| Bedrock | Amazon Bedrock | bedrock | N/A | boto3 |
| Bedrock (chat) | bedrock-chat | N/A | boto3 |
|
| Cohere | cohere | COHERE_API_KEY | cohere |
|
| ERNIE-Bot | Chatbot developed by Baidu | qianfan | QIANFAN_AK, QIANFAN_SK | qianfan |
| Gemini | gemini | GOOGLE_API_KEY Get API key | Google AI Studio | langchain-google-genai |
|
| GPT4All | gpt4all | N/A | gpt4all |
|
| Hugging Face Hub | huggingface_hub | HUGGINGFACEHUB_API_TOKEN | huggingface_hub, ipywidgets, pillow |
|
| NVIDIA | NVIDIA AI | nvidia-chat | NVIDIA_API_KEY | langchain_nvidia_ai_endpoints |
| OpenAI | openai | OPENAI_API_KEY API keys - OpenAI API | openai |
|
| OpenAI (chat) | openai-chat | OPENAI_API_KEY | openai |
|
| SageMaker | Amazon SageMaker | sagemaker-endpoint | N/A | boto3 |
Jupyter AI もベンダー中立のポリシーで実装されている
Project Jupyter is vendor-neutral, so Jupyter AI supports LLMs from AI21, Anthropic, AWS, Cohere, HuggingFace Hub, and OpenAI. More model providers will be added in the future. Please review a provider’s privacy policy and pricing model before you use it.
Project Jupyter はベンダー中立であるため、Jupyter AI は AI21、Anthropic、AWS、Cohere、HuggingFace Hub、OpenAI の LLM をサポートします。今後さらにモデルプロバイダーが追加される予定です。プロバイダーを使用する前に、プロバイダーのプライバシー ポリシーと価格モデルを確認してください。
Generative AI in Jupyter. Jupyter AI, a new open source project… | by Jason Weill | Jupyter Blog より
GPT4All
$ mkdir ~/.cache/gpt4all
| 全体的に最高の高速チャットモデル | 素早い応答 チャットベースのモデル ミストラル AI によるトレーニング Nomic Atlas によってキュレーションされた OpenOrca データセットで微調整 商用利用が許可されている |
$ curl -LO --output-dir ~/.cache/gpt4all https://gpt4all.io/models/gguf/mistral-7b-openorca.Q4_0.gguf
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 3918M 100 3918M 0 0 10.8M 0 0:06:02 0:06:02 --:--:-- 11.1M
| モデルに従う最高の全体的な高速命令 | 素早い応答 ミストラル AI によるトレーニング 無修正 商用利用が許可されている |
$ curl -LO --output-dir ~/.cache/gpt4all https://gpt4all.io/models/gguf/mistral-7b-instruct-v0.1.Q4_0.gguf
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 3918M 100 3918M 0 0 10.5M 0 0:06:12 0:06:12 --:--:-- 10.6M
| 高品質の非常に高速なモデル | 最速の応答 命令ベース TII によるトレーニング Nomic AI による微調整 商用利用が許可されている |
$ curl -LO --output-dir ~/.cache/gpt4all https://gpt4all.io/models/gguf/gpt4all-falcon-q4_0.gguf
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 4015M 100 4015M 0 0 10.2M 0 0:06:31 0:06:31 --:--:-- 10.1M
| 全体的に非常に優れたモデル | 命令ベース Groovy と同じデータセットに基づく Groovy よりも低速ですが、応答の品質は高くなります Nomic AI によるトレーニング 商用利用はできません |
$ curl -LO --output-dir ~/.cache/gpt4all http://gpt4all.io/models/ggml-gpt4all-l13b-snoozy.bin
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 7759M 100 7759M 0 0 5859k 0 0:22:36 0:22:36 --:--:-- 4235k
$ curl -LO --output-dir ~/.cache/gpt4all https://gpt4all.io/models/ggml-gpt4all-j-v1.2-jazzy.bin
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 3609M 100 3609M 0 0 10.6M 0 0:05:37 0:05:37 --:--:-- 11.0M
$ curl -LO --output-dir ~/.cache/gpt4all https://gpt4all.io/models/ggml-gpt4all-j-v1.3-groovy.bin
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 3609M 100 3609M 0 0 10.6M 0 0:05:40 0:05:40 --:--:-- 10.9M
| LocalDocs テキスト埋め込みモデル | LocalDocs 機能で使用する場合、検索拡張生成 (RAG) に使用されます。 |
$ curl -LO --output-dir ~/.cache/gpt4all https://gpt4all.io/models/gguf/all-MiniLM-L6-v2-f16.gguf
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 43.7M 100 43.7M 0 0 8356k 0 0:00:05 0:00:05 --:--:-- 9922k
参考
開発インストール
公式: Development install - Contributors — Jupyter AI documentation 翻訳
anyenv で Node.js をインストールする🤔
JupyterLab をインストールする🤔
参考: jupyter-ai/scripts/install.sh at main · jupyterlab/jupyter-ai
$ git clone https://github.com/jupyterlab/jupyter-ai.git
Cloning into 'jupyter-ai'... remote: Enumerating objects: 4239, done. remote: Counting objects: 100% (957/957), done. remote: Compressing objects: 100% (350/350), done. remote: Total 4239 (delta 723), reused 732 (delta 591), pack-reused 3282 Receiving objects: 100% (4239/4239), 8.08 MiB | 1.56 MiB/s, done. Resolving deltas: 100% (2766/2766), done.
$ micromamba create -n jupyter-ai_py311 -c conda-forge python=3.11 nodejs=20
nodefaults/linux-64 (check zst) Checked 1.1s
nodefaults/noarch (check zst) Checked 1.1s
nodefaults/linux-64 125.0 B @ 198.0 B/s 0.6s
nodefaults/noarch 116.0 B @ 118.0 B/s 1.0s
conda-forge/noarch 13.9MB @ 1.4MB/s 10.1s
conda-forge/linux-64 33.1MB @ 2.7MB/s 12.2s
Transaction
Prefix: /home/tomoyan/micromamba/envs/jupyter-ai_py311
Updating specs:
- python=3.11
- nodejs=20
Package Version Build Channel Size
───────────────────────────────────────────────────────────────────────────
Install:
───────────────────────────────────────────────────────────────────────────
+ _libgcc_mutex 0.1 conda_forge conda-forge 3kB
+ ld_impl_linux-64 2.40 h41732ed_0 conda-forge 705kB
+ ca-certificates 2024.2.2 hbcca054_0 conda-forge 155kB
+ libstdcxx-ng 13.2.0 h7e041cc_5 conda-forge 4MB
+ libgomp 13.2.0 h807b86a_5 conda-forge 420kB
+ _openmp_mutex 4.5 2_gnu conda-forge 24kB
+ libgcc-ng 13.2.0 h807b86a_5 conda-forge 771kB
+ libxcrypt 4.4.36 hd590300_1 conda-forge 100kB
+ libexpat 2.6.2 h59595ed_0 conda-forge 74kB
+ libzlib 1.2.13 hd590300_5 conda-forge 62kB
+ libffi 3.4.2 h7f98852_5 conda-forge 58kB
+ bzip2 1.0.8 hd590300_5 conda-forge 254kB
+ ncurses 6.4 h59595ed_2 conda-forge 884kB
+ libuv 1.46.0 hd590300_0 conda-forge 893kB
+ icu 73.2 h59595ed_0 conda-forge 12MB
+ openssl 3.2.1 hd590300_0 conda-forge 3MB
+ libuuid 2.38.1 h0b41bf4_0 conda-forge 34kB
+ libnsl 2.0.1 hd590300_0 conda-forge 33kB
+ xz 5.2.6 h166bdaf_0 conda-forge 418kB
+ tk 8.6.13 noxft_h4845f30_101 conda-forge 3MB
+ libsqlite 3.45.2 h2797004_0 conda-forge 857kB
+ zlib 1.2.13 hd590300_5 conda-forge 93kB
+ readline 8.2 h8228510_1 conda-forge 281kB
+ nodejs 20.9.0 hb753e55_0 conda-forge 17MB
+ tzdata 2024a h0c530f3_0 conda-forge 120kB
+ python 3.11.8 hab00c5b_0_cpython conda-forge 31MB
+ wheel 0.42.0 pyhd8ed1ab_0 conda-forge 58kB
+ setuptools 69.2.0 pyhd8ed1ab_0 conda-forge 471kB
+ pip 24.0 pyhd8ed1ab_0 conda-forge 1MB
Summary:
Install: 29 packages
Total download: 78MB
───────────────────────────────────────────────────────────────────────────
Confirm changes: [Y/n]
Transaction starting
_libgcc_mutex 2.6kB @ 6.7kB/s 0.4s
libffi 58.3kB @ 99.5kB/s 0.2s
ca-certificates 155.4kB @ 238.1kB/s 0.7s
libuuid 33.6kB @ 41.2kB/s 0.2s
ld_impl_linux-64 704.7kB @ 683.4kB/s 1.0s
libgomp 419.8kB @ 393.0kB/s 1.1s
readline 281.5kB @ 190.0kB/s 0.5s
libuv 893.3kB @ 466.4kB/s 1.3s
libxcrypt 100.4kB @ 42.9kB/s 0.4s
bzip2 254.2kB @ 91.6kB/s 0.4s
pip 1.4MB @ 357.1kB/s 2.4s
libstdcxx-ng 3.8MB @ 920.9kB/s 4.2s
tk 3.3MB @ 757.6kB/s 3.6s
tzdata 119.8kB @ 26.5kB/s 0.4s
_openmp_mutex 23.6kB @ 4.9kB/s 0.4s
libzlib 61.6kB @ 12.4kB/s 0.5s
libsqlite 857.5kB @ 170.3kB/s 1.1s
libnsl 33.4kB @ 6.4kB/s 0.5s
openssl 2.9MB @ 349.2kB/s 5.4s
libgcc-ng 770.5kB @ 90.7kB/s 3.5s
ncurses 884.4kB @ 89.5kB/s 1.4s
wheel 57.6kB @ 5.7kB/s 1.9s
setuptools 471.2kB @ 44.9kB/s 0.6s
zlib 92.8kB @ 8.4kB/s 1.0s
libexpat 73.7kB @ 6.5kB/s 0.9s
xz 418.4kB @ 33.8kB/s 1.3s
icu 12.1MB @ 794.2kB/s 10.0s
python 30.8MB @ 1.7MB/s 17.3s
nodejs 17.1MB @ 869.6kB/s 14.7s
Linking _libgcc_mutex-0.1-conda_forge
Linking ld_impl_linux-64-2.40-h41732ed_0
Linking ca-certificates-2024.2.2-hbcca054_0
Linking libstdcxx-ng-13.2.0-h7e041cc_5
Linking libgomp-13.2.0-h807b86a_5
Linking _openmp_mutex-4.5-2_gnu
Linking libgcc-ng-13.2.0-h807b86a_5
Linking libxcrypt-4.4.36-hd590300_1
Linking libexpat-2.6.2-h59595ed_0
Linking libzlib-1.2.13-hd590300_5
Linking libffi-3.4.2-h7f98852_5
Linking bzip2-1.0.8-hd590300_5
Linking ncurses-6.4-h59595ed_2
Linking libuv-1.46.0-hd590300_0
Linking icu-73.2-h59595ed_0
Linking openssl-3.2.1-hd590300_0
Linking libuuid-2.38.1-h0b41bf4_0
Linking libnsl-2.0.1-hd590300_0
Linking xz-5.2.6-h166bdaf_0
Linking tk-8.6.13-noxft_h4845f30_101
Linking libsqlite-3.45.2-h2797004_0
Linking zlib-1.2.13-hd590300_5
Linking readline-8.2-h8228510_1
Linking nodejs-20.9.0-hb753e55_0
Linking tzdata-2024a-h0c530f3_0
Linking python-3.11.8-hab00c5b_0_cpython
Linking wheel-0.42.0-pyhd8ed1ab_0
Linking setuptools-69.2.0-pyhd8ed1ab_0
Linking pip-24.0-pyhd8ed1ab_0
Transaction finished
To activate this environment, use:
micromamba activate jupyter-ai_py311
Or to execute a single command in this environment, use:
micromamba run -n jupyter-ai_py311 mycommand
$ micromamba activate jupyter-ai_py311 (jupyter-ai_py311) $ ./scripts/install.sh
トラブルシューティング
もしも「チャットバックエンドの問題」エラーで再設定できなくなったら...😢
公式: problem with the Chat backend · Issue #335 · jupyterlab/jupyter-ai 翻訳
There seems to be a problem with the Chat backend, please look at the JupyterLab server logs or contact your administrator to correct this problem.
Chat バックエンドに問題があるようです。JupyterLab サーバーのログを確認するか、管理者に連絡してこの問題を解決してください。
$ jupyter-lab --ip=0.0.0.0 --port=8888 --no-browser
[I 2024-03-12 06:29:13.731 ServerApp] ipyparallel | extension was successfully linked.
[I 2024-03-12 06:29:13.739 ServerApp] jupyter_ai | extension was successfully linked.
[I 2024-03-12 06:29:13.739 ServerApp] jupyter_lsp | extension was successfully linked.
[I 2024-03-12 06:29:13.747 ServerApp] jupyter_server_fileid | extension was successfully linked.
[I 2024-03-12 06:29:13.754 ServerApp] jupyter_server_mathjax | extension was successfully linked.
[I 2024-03-12 06:29:13.762 ServerApp] jupyter_server_terminals | extension was successfully linked.
[I 2024-03-12 06:29:13.770 ServerApp] jupyter_server_ydoc | extension was successfully linked.
[I 2024-03-12 06:29:13.779 ServerApp] jupyterlab | extension was successfully linked.
[I 2024-03-12 06:29:13.779 ServerApp] jupyterlab_git | extension was successfully linked.
[I 2024-03-12 06:29:13.779 ServerApp] nbdime | extension was successfully linked.
[I 2024-03-12 06:29:13.786 ServerApp] notebook_shim | extension was successfully linked.
[I 2024-03-12 06:29:13.825 ServerApp] notebook_shim | extension was successfully loaded.
[I 2024-03-12 06:29:13.827 ServerApp] Loading IPython parallel extension
[I 2024-03-12 06:29:13.828 ServerApp] ipyparallel | extension was successfully loaded.
[I 2024-03-12 06:29:13.829 AiExtension] Configured provider allowlist: None
[I 2024-03-12 06:29:13.829 AiExtension] Configured provider blocklist: None
[I 2024-03-12 06:29:13.829 AiExtension] Configured model allowlist: None
[I 2024-03-12 06:29:13.829 AiExtension] Configured model blocklist: None
[I 2024-03-12 06:29:13.829 AiExtension] Configured model parameters: {}
[I 2024-03-12 06:29:13.883 AiExtension] Registered model provider `ai21`.
[I 2024-03-12 06:29:13.884 AiExtension] Registered model provider `bedrock`.
[I 2024-03-12 06:29:13.884 AiExtension] Registered model provider `bedrock-chat`.
[I 2024-03-12 06:29:13.884 AiExtension] Registered model provider `anthropic`.
[I 2024-03-12 06:29:13.884 AiExtension] Registered model provider `anthropic-chat`.
[I 2024-03-12 06:29:13.884 AiExtension] Registered model provider `azure-chat-openai`.
[I 2024-03-12 06:29:13.884 AiExtension] Registered model provider `cohere`.
[I 2024-03-12 06:29:13.884 AiExtension] Registered model provider `gpt4all`.
[I 2024-03-12 06:29:13.884 AiExtension] Registered model provider `huggingface_hub`.
[I 2024-03-12 06:29:13.941 AiExtension] Registered model provider `nvidia-chat`.
[I 2024-03-12 06:29:13.941 AiExtension] Registered model provider `openai`.
[I 2024-03-12 06:29:13.941 AiExtension] Registered model provider `openai-chat`.
[I 2024-03-12 06:29:13.941 AiExtension] Registered model provider `qianfan`.
[I 2024-03-12 06:29:13.942 AiExtension] Registered model provider `sagemaker-endpoint`.
[I 2024-03-12 06:29:14.000 AiExtension] Registered embeddings model provider `bedrock`.
[I 2024-03-12 06:29:14.000 AiExtension] Registered embeddings model provider `cohere`.
[I 2024-03-12 06:29:14.000 AiExtension] Registered embeddings model provider `gpt4all`.
[I 2024-03-12 06:29:14.000 AiExtension] Registered embeddings model provider `huggingface_hub`.
[I 2024-03-12 06:29:14.000 AiExtension] Registered embeddings model provider `openai`.
[I 2024-03-12 06:29:14.000 AiExtension] Registered embeddings model provider `qianfan`.
[I 2024-03-12 06:29:14.012 AiExtension] Registered providers.
[I 2024-03-12 06:29:14.012 AiExtension] Registered jupyter_ai server extension
[W 2024-03-12 06:29:14.086 ServerApp] jupyter_ai | extension failed loading with message: ValueError('Failed to retrieve model')
Traceback (most recent call last):
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_server/extension/manager.py", line 359, in load_extension
extension.load_all_points(self.serverapp)
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_server/extension/manager.py", line 231, in load_all_points
return [self.load_point(point_name, serverapp) for point_name in self.extension_points]
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_server/extension/manager.py", line 222, in load_point
return point.load(serverapp)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_server/extension/manager.py", line 150, in load
return loader(serverapp)
^^^^^^^^^^^^^^^^^
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_server/extension/application.py", line 474, in _load_jupyter_server_extension
extension.initialize()
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_server/extension/application.py", line 435, in initialize
self._prepare_settings()
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_server/extension/application.py", line 315, in _prepare_settings
self.initialize_settings()
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_ai/extension.py", line 238, in initialize_settings
learn_chat_handler = LearnChatHandler(**chat_handler_kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_ai/chat_handlers/learn.py", line 66, in __init__
self._load()
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_ai/chat_handlers/learn.py", line 70, in _load
embeddings = self.get_embedding_model()
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_ai/chat_handlers/learn.py", line 295, in get_embedding_model
return em_provider_cls(**em_provider_args)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyter_ai_magics/embedding_providers.py", line 133, in __init__
GPT4All.retrieve_model(model_name=model_name, allow_download=False)
File "/home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/gpt4all/gpt4all.py", line 193, in retrieve_model
raise ValueError("Failed to retrieve model")
ValueError: Failed to retrieve model
[I 2024-03-12 06:29:14.093 ServerApp] jupyter_lsp | extension was successfully loaded.
[I 2024-03-12 06:29:14.093 FileIdExtension] Configured File ID manager: ArbitraryFileIdManager
[I 2024-03-12 06:29:14.093 FileIdExtension] ArbitraryFileIdManager : Configured root dir: /home/tomoyan
[I 2024-03-12 06:29:14.093 FileIdExtension] ArbitraryFileIdManager : Configured database path: /home/tomoyan/.local/share/jupyter/file_id_manager.db
[I 2024-03-12 06:29:14.094 FileIdExtension] ArbitraryFileIdManager : Successfully connected to database file.
[I 2024-03-12 06:29:14.094 FileIdExtension] ArbitraryFileIdManager : Creating File ID tables and indices with journal_mode = DELETE
[I 2024-03-12 06:29:14.094 FileIdExtension] Attached event listeners.
[I 2024-03-12 06:29:14.095 ServerApp] jupyter_server_fileid | extension was successfully loaded.
[I 2024-03-12 06:29:14.096 ServerApp] jupyter_server_mathjax | extension was successfully loaded.
[I 2024-03-12 06:29:14.097 ServerApp] jupyter_server_terminals | extension was successfully loaded.
[I 2024-03-12 06:29:14.098 ServerApp] jupyter_server_ydoc | extension was successfully loaded.
[I 2024-03-12 06:29:14.103 LabApp] JupyterLab extension loaded from /home/tomoyan/.local/share/pipx/venvs/jupyterlab/lib64/python3.12/site-packages/jupyterlab
[I 2024-03-12 06:29:14.103 LabApp] JupyterLab application directory is /home/tomoyan/.local/share/pipx/venvs/jupyterlab/share/jupyter/lab
[I 2024-03-12 06:29:14.104 LabApp] Extension Manager is 'pypi'.
[I 2024-03-12 06:29:14.142 ServerApp] jupyterlab | extension was successfully loaded.
[I 2024-03-12 06:29:14.153 ServerApp] jupyterlab_git | extension was successfully loaded.
[I 2024-03-12 06:29:14.245 ServerApp] nbdime | extension was successfully loaded.
[I 2024-03-12 06:29:14.246 ServerApp] ローカルディレクトリからノートブックをサーブ: /home/tomoyan
[I 2024-03-12 06:29:14.246 ServerApp] Jupyter Server 2.13.0 is running at:
[I 2024-03-12 06:29:14.246 ServerApp] http://highway-x.fireball.local:8888/lab
[I 2024-03-12 06:29:14.246 ServerApp] http://127.0.0.1:8888/lab
[I 2024-03-12 06:29:14.246 ServerApp] サーバを停止し全てのカーネルをシャットダウンするには Control-C を使って下さい(確認をスキップするには2回)。
[I 2024-03-12 06:29:14.963 ServerApp] Skipped non-installed server(s): bash-language-server, dockerfile-language-server-nodejs, javascript-typescript-langserver, jedi-language-server, julia-language-server, pyright, python-language-server, python-lsp-server, r-languageserver, sql-language-server, texlab, typescript-language-server, unified-language-server, vscode-css-languageserver-bin, vscode-html-languageserver-bin, vscode-json-languageserver-bin, yaml-language-server
[W 2024-03-12 06:29:17.122 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 86.18ms referer=None
[W 2024-03-12 06:29:21.092 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.26ms referer=None
[W 2024-03-12 06:29:25.946 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.51ms referer=None
[W 2024-03-12 06:29:28.094 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.02ms referer=None
[W 2024-03-12 06:29:30.515 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.18ms referer=None
[W 2024-03-12 06:29:34.732 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.11ms referer=None
[W 2024-03-12 06:29:40.609 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 3.83ms referer=None
[W 2024-03-12 06:29:45.902 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.25ms referer=None
[W 2024-03-12 06:29:51.701 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 2.66ms referer=None
[W 2024-03-12 06:29:54.176 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.09ms referer=None
[W 2024-03-12 06:29:58.953 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 1.75ms referer=None
[W 2024-03-12 06:30:02.606 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 5.21ms referer=None
[W 2024-03-12 06:30:08.093 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.43ms referer=None
[W 2024-03-12 06:30:12.383 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 3.33ms referer=None
[W 2024-03-12 06:30:16.697 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 5.08ms referer=None
[W 2024-03-12 06:30:18.842 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.15ms referer=None
[W 2024-03-12 06:30:22.020 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.38ms referer=None
[W 2024-03-12 06:30:26.797 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.24ms referer=None
[W 2024-03-12 06:30:30.129 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 2.27ms referer=None
[W 2024-03-12 06:30:33.787 ServerApp] 404 GET /api/ai/chats (123d23ghj72149e89021f2dd23d6fc32@127.0.0.1) 4.49ms referer=None
^C[I 2024-03-12 06:30:34.769 ServerApp] 中断しました
[I 2024-03-12 06:30:34.769 ServerApp] ローカルディレクトリからノートブックをサーブ: /home/tomoyan
0 個のアクティブなカーネル
Jupyter Server 2.13.0 is running at:
http://highway-x.fireball.local:8888/lab
http://127.0.0.1:8888/lab
Shut down this Jupyter server (y/[n])? ^C[C 2024-03-12 06:30:35.048 ServerApp] シグナル 2 を受信。停止します
[I 2024-03-12 06:30:35.049 ServerApp] Shutting down 11 extensions
[I 2024-03-12 06:30:35.050 AiExtension] Closing Dask client.
Jupyter AI の 設定を削除して再設定する😊
$ ll ~/.local/share/jupyter/jupyter_ai
合計 8 -rw-r--r-- 1 tomoyan tomoyan 194 3月 12 06:29 config.json -rw-r--r-- 1 tomoyan tomoyan 1216 3月 9 09:19 config_schema.json drwxr-xr-x 1 tomoyan tomoyan 0 3月 9 09:19 indices
$ rm ~/.local/share/jupyter/jupyter_ai/config.json $ jupyter-lab --ip=0.0.0.0 --port=8888 --no-browser
Could not load vector index from disk.
[E 2024-03-12 11:05:44.478 AiExtension] Could not load vector index from disk.
参考文献
Generative AI in Jupyter. Jupyter AI, a new open source project… | by Jason Weill | Jupyter Blog 翻訳
AI | Forbes JAPAN 公式サイト（フォーブス ジャパン）
