simonw / simonw/llm

Support for chunked embeddings

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#220 22 comments 3 reactions 0 assignees View on GitHub

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embeddings enhancement
Dominant language
Python
Stars
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Forks
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Avg merge
3d 13h
Merged PRs (30d)
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Description

It would be useful if there was a way to pipe in content to be embedded (both to llm embed and to llm embed-multi) and specify that it should be chunked, using various chunking mechanisms that can be provided by plugins.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with the llm embed and llm embed-multi entry points and the plugin mechanism. Determine the intended interface for piping content and selecting chunking mechanisms, with the work complete when both commands support plugin-provided chunking.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
ai, cli
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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