Preprocessing

Meet lede: The Thing You Reach for Before the LLM Call

28 April 2026·11 mins

Lede Summarization Rag Python Rust Preprocessing

Sub-millisecond extractive summarization with byte-identical Python and Rust implementations. The preprocessor that sits in front of the LLM call and cuts tokens 40-94 percent.

lede ↗ ↖

28 April 2026·2 mins

Python Rust Summarization Rag Preprocessing Tf-Idf

Sub-millisecond extractive summarization with byte-identical Python and Rust implementations. The preprocessor that sits in front of the LLM call.

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