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feat: add litellm.compress() — BM25-based prompt compression with retrieval tool

#25637Merged
Comparing
claude/zealous-black
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6e22974
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litellm_dev_04_13_2026_p1
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d319cd8
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16 total
test_get_model_info_openai
tests/benchmarks/test_benchmarks.py
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86.4 µs87.2 µs
test_token_counter_multi_turn
tests/benchmarks/test_benchmarks.py
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566.9 µs571.5 µs
test_get_llm_provider_anthropic
tests/benchmarks/test_benchmarks.py
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146.4 µs147.2 µs
test_token_counter_raw_text
tests/benchmarks/test_benchmarks.py
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187.6 µs186.6 µs
test_cost_per_token_anthropic
tests/benchmarks/test_benchmarks.py
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546 µs544.1 µs
test_token_counter_simple_message
tests/benchmarks/test_benchmarks.py
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238.4 µs237.6 µs
test_token_counter_with_tools
tests/benchmarks/test_benchmarks.py
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415.9 µs414.7 µs
test_get_model_info_with_provider
tests/benchmarks/test_benchmarks.py
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85.3 µs85.5 µs
test_token_counter_long_content
tests/benchmarks/test_benchmarks.py
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1.7 ms1.7 ms
test_get_model_info_anthropic
tests/benchmarks/test_benchmarks.py
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83.6 µs83.8 µs
test_get_llm_provider_azure
tests/benchmarks/test_benchmarks.py
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149 µs148.7 µs
test_get_llm_provider_with_prefix
tests/benchmarks/test_benchmarks.py
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141.8 µs141.6 µs
test_get_llm_provider_openai
tests/benchmarks/test_benchmarks.py
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143 µs143.2 µs
test_cost_per_token_openai
tests/benchmarks/test_benchmarks.py
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545.1 µs544.7 µs
test_get_model_cost_key_case_insensitive
tests/benchmarks/test_benchmarks.py
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87.5 µs87.4 µs
test_get_model_cost_key_exact_match
tests/benchmarks/test_benchmarks.py
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85.2 µs85.2 µs

Commits

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Base
main
d319cd8
-0.18%
test: add routing correctness test and eval harness for litellm.compress()
c3a3de8
4 months ago
by krrish-berri-2
+0.21%
docs: add SWE-bench performance results to compress() docs
b0e4d9c
4 months ago
by krrish-berri-2
-0.12%
fix(eval): use tolerance-based hunk overlap metric
6d96ce8
4 months ago
by krrish-berri-2
-0.02%
feat: add compression_interception callback for LiteLLM Proxy
72bd5cb
4 months ago
by krrish-berri-2
+0.08%
Revert "feat: add compression_interception callback for LiteLLM Proxy"
6e22974
4 months ago
by krrish-berri-2
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