prelims-cli

Install

Run:

pip install prelims-cli

If you need Japanese tokenization, run:

pip install prelims-cli[ja]

Usage

Assuming the following folder directory:

- content
|  ├── post
|  └── blog
└─ scripts
   └ config
     └ myconfig.yaml

where, post and blog are pages, and scripts is the place to put scripts.

Here is the example of configuration for the normal recommender:

handlers:
  - target_path: "content/blog"
    ignore_files:
      - _index.md
    processors:
      - type: recommender
        permalink_base: "/blog"
        tfidf_options:
          stop_words: english
          max_df: 0.95
          min_df: 2
        tokenizer: null
  - target_path: "content/post"
    ignore_files:
      - _index.md
    processors:
      - type: recommender
        permalink_base: "/post"
        tfidf_options:
          max_df: 0.95
          min_df: 2
        tokenizer:
          lang: ja
          type: sudachi
          mode: C
          dict: full

Here is the example of configuration for the embedding-based recommender:

handlers:
  - target_path: "content/blog"
    ignore_files:
      - _index.md
    processors:
      - permalink_base: "/blog"
        type: embedding_recommender
        language: en  # Use onnx-community/granite-embedding-small-english-r2-ONNX
        topk: 3
        cache_db: ".prelims_embedding_cache_en.db"
  - target_path: "content/post"
    ignore_files:
      - _index.md
    processors:
      - permalink_base: "/post"
        type: embedding_recommender
        language: ja   # Use sirasagi62/ruri-v3-30m-ONNX
        topk: 3
        cache_db: ".prelims_embedding_cache_ja.db"

$ prelims-cli --config ./scripts/config/myconfig.yaml
target: /user/chezo/src/chezo.uno/content/blog
target: /users/chezo/src/chezo.uno/content/post

Then your articles' front matter were updated.

Articles whose front matter did not change are left untouched, and updated ones are written in block style:

tags:
  - AI
  - Hugo

This keeps the output stable across runs, so a CMS or an editor writing the same style does not produce a diff on every run.

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

prelims_cli-0.0.7rc1.tar.gz (87.5 kB view details)

Uploaded Aug 3, 2026 Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

prelims_cli-0.0.7rc1-py3-none-any.whl (13.0 kB view details)

Uploaded Aug 3, 2026 Python 3

File details

Details for the file prelims_cli-0.0.7rc1.tar.gz.

File metadata

Download URL: prelims_cli-0.0.7rc1.tar.gz
Upload date: Aug 3, 2026
Size: 87.5 kB
Tags: Source
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for prelims_cli-0.0.7rc1.tar.gz
Algorithm	Hash digest
SHA256	`5507629cd2a82f0bf8fd6e0b713419e295beef6abc0c98a3b250c3c892764ce1`
MD5	`4f30bcab1273421c963cdb569a9a8bba`
BLAKE2b-256	`b6a61fd5d03edfc2ef692727801cbba2e6e1c6be74b51a250074fc5c18f0165d`

See more details on using hashes here.

Provenance

The following attestation bundles were made for prelims_cli-0.0.7rc1.tar.gz:

Publisher: release.yml on chezou/prelims-cli

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: prelims_cli-0.0.7rc1.tar.gz
- Subject digest: 5507629cd2a82f0bf8fd6e0b713419e295beef6abc0c98a3b250c3c892764ce1
- Sigstore transparency entry: 2333039177
- Sigstore integration time: Aug 3, 2026
Source repository:
- Permalink: chezou/prelims-cli@b03adab3d1ff3e8c30a3cb06d74afcdec672ed96
- Branch / Tag: refs/tags/v0.0.7rc1
- Owner: https://github.com/chezou
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@b03adab3d1ff3e8c30a3cb06d74afcdec672ed96
- Trigger Event: release