llmware-ai / llmware-ai/llmware

Adding Support / Integration LLMLingua ?

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#923 1 comment 0 reactions 0 assignees View on GitHub

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Dominant language
Python
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Description

Thank you for this most excellent project !
I am surveying the state of the art for RAG and I just discovered [LLMLingua](https://github.com/microsoft/LLMLingua?tab=readme-ov-file) which seems like an obviously good idea to me, to make the most of an LLM's context.

Do you think it would fit LLMware's scope to provide LLMLingua's context compression ?

Best Regards

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 by reviewing the linked LLMLingua project and how its context compression could fit within LLMWare's RAG scope. Done would mean a decided integration plan and supported LLMLingua context-compression functionality, but the issue does not name files, tests, or an entry point.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
ai, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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