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Commits, branches and sync with the but CLI
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Segmenting text into contextual chunks for RAG v1.0.0
Use this resource to split text into contextual chunks for RAG or embeddings
New
- 441 downloads
- 139 likes
- 116 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install text-segmentation-for-ragWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent picks the segmentation strategy that fits (window divergence, TF-IDF, punctuation or hybrid NCD and TF-IDF), sets segment size and threshold, then writes the segments to the chosen folder. You get text chunks ready for indexing or similarity analysis.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- Apache-2.0
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What you get
- SKILL.md: strategy options, segment sizes and divergence threshold
- SKILL.md: command examples and custom output prefix
Good fit for
- You are preparing a long document for a RAG pipeline
- You want to split a text into coherent sections for similarity analysis
Not for
Tags
- segmentation
- rag
- chunking
- tf-idf
- embeddings
About
You say
“Split this report into segments with the TF-IDF strategy for my embeddings pipeline.”
Skill published by trkbt10 under the Apache-2.0 license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to split text into contextual chunks for RAG or embeddings
- Review and adjust the result
Content preview
Files
- LICENSE10.6 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md2.6 KB
Origin and licence
Listed unmodified
- Author
- trkbt10
- Source
- github.com/trkbt10/indexion-skills/tree/7ad5ad35a6688db2f8765c1b270c9f6473da3a51/skills/indexion-segment
- Licence
- Apache-2.0
Notice
« indexion-segment » (trkbt10, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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