Text Compression Transform #2225
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WaelKarkoub
added
enhancement
Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #2225 +/- ##
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+ Coverage 33.33% 45.11% +11.77%
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Files 83 86 +3
Lines 8636 9108 +472
Branches 1835 2090 +255
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+ Hits 2879 4109 +1230
+ Misses 5516 4651 -865
- Partials 241 348 +107
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marklysze
approved these changes
May 6, 2024
jayralencar
pushed a commit
to jayralencar/autogen
that referenced
this pull request
May 28, 2024
* adds implementation * handles optional import * cleanup * updates github workflows * skip test if dependencies not installed * skip test if dependencies not installed * use cpu * skip openai * unskip openai * adds protocol * better docstr * minor fixes * updates optional dependencies docs * wip * update docstrings * wip * adds back llmlingua requirement * finalized protocol * improve docstr * guide complete * improve docstr * fix FAQ * added cache support * improve cache key * cache key fix + faq fix * improve docs * improve guide * args -> params * spelling
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Why are these changes needed?
This PR introduces text compression by leveraging the LLMLingua library. This addition enhances processing efficiency and response speed by reducing token usage in large language models.
NOTE: LLM lingua uses locally hosted models, so caching might be important here.
Future work:
Related issue number
Closes #2538
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