Siddhant-K-code/distill — Context preprocessing middleware for LLM apps - deduplication, compression, summarization, and promp…

Description and use

Siddhant‑K‑code/distill provides a lightweight middleware layer that preprocesses context for large‑language‑model applications. It combines deduplication, compression, summarization, and prompt‑cache management into a single, configurable pipeline, helping developers reduce token usage and improve response quality. The tool is open‑source and targets AI/ML, DevTools, and data‑processing workflows.

Problem

Siddhant-K-code/distill helps make internal knowledge searchable and usable by assistants.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• index knowledge bases
• improve search over documents
• ground assistant answers

Evidence

Context preprocessing middleware for LLM apps - deduplication, compression, summarization, and prompt cache management in one pipeline.

Source