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Docs/notebooks#77

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RedEye1605 merged 2 commits into
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docs/notebooks
Oct 25, 2025
Merged

Docs/notebooks#77
RedEye1605 merged 2 commits into
mainfrom
docs/notebooks

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Copilot AI review requested due to automatic review settings October 25, 2025 04:47
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Pull Request Overview

This PR replaces the Indonesian-language quickstart notebook with an expanded English-language "playbook" and removes the older full-feature test notebook. The new playbook consolidates quickstart instructions, feature demonstrations, and validation examples into a single comprehensive document.

Key changes:

  • Replaced Indonesian quickstart with English playbook covering installation through advanced features
  • Removed redundant full-feature test notebook
  • Added installation instructions, usage guidelines, and structured feature sections

Reviewed Changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.

File Description
notebooks/leksara_quickstart.ipynb Complete rewrite: transformed from Indonesian quickstart to comprehensive English playbook with sections on CartBoard, ReviewChain pipelines, benchmarking, logging, cleaning primitives, PII masking, normalization, and presets
notebooks/leksara_full_feature_tests.ipynb Deleted entire file (807 lines removed) as content was consolidated into the expanded quickstart playbook
Comments suppressed due to low confidence (1)

notebooks/leksara_quickstart.ipynb:1

  • Corrected spelling of 'recieve' to 'receive'.
{

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"pip install leksara\n",
"```\n",
"\n",
"Tip: activate a virtual environment (for example `python -m venv .venv` then `.\\.venv\\Scripts\\activate`) to keep project dependencies isolated."
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The virtual environment activation command uses Windows-specific path syntax (.\\.venv\\Scripts\\activate). Consider providing cross-platform instructions or noting this is Windows-specific, as Linux/macOS users would need source .venv/bin/activate.

Suggested change
"Tip: activate a virtual environment (for example `python -m venv .venv` then `.\\.venv\\Scripts\\activate`) to keep project dependencies isolated."
"Tip: activate a virtual environment (for example `python -m venv .venv` then `.\\.venv\\Scripts\\activate` on Windows, or `source .venv/bin/activate` on Linux/macOS) to keep project dependencies isolated."

Copilot uses AI. Check for mistakes.
" ('remove_whitespace', 6.599999323952943e-06),\n",
" ('remove_tags', 4.599998646881431e-06),\n",
" ('case_normal', 2.5999979698099196e-06),\n",
" ('unmask_rating_tokens', 7.999988156370819e-07)]}"
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The timing metrics show 'unmask_rating_tokens' step appears but is not listed in the named_steps output below. This inconsistency suggests the step exists in the benchmark but may not be properly registered in the chain's named_steps, which could confuse users trying to audit pipeline composition.

Suggested change
" ('unmask_rating_tokens', 7.999988156370819e-07)]}"
" ('unmask_rating_tokens', 7.999988156370819e-07)]}", # Ensure this step is also registered in named_steps

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@RedEye1605 RedEye1605 merged commit 3bf845e into main Oct 25, 2025
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@RedEye1605 RedEye1605 deleted the docs/notebooks branch October 25, 2025 04:49
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2 participants