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Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.

A tool to select chunks from Minecraft worlds for deletion or export.

A robust, strictly-typed Node.js and Browser library for parsing office files into a rich Abstract Syntax Tree (AST) and generating high-fidelity output in multiple formats. Parses: docx · pptx · xlsx · odt · odp · ods · pdf · rtf · csv · md · html. Generates: Markdown · HTML · CSV · RTF · PDF · Plain Text · RAG Chunks

Pre-generates chunks, quickly, efficiently, and safely.

A fast, lightweight and easy-to-use Python library for splitting text into semantically meaningful chunks.

Whisper-Flow is a framework designed to enable real-time transcription of audio content using OpenAI’s Whisper model. Rather than processing entire files after upload (“batch mode”), Whisper-Flow accepts a continuous stream of audio chunks and produces incremental transcripts immediately.

A framework-agnostic state management library that keeps your app’s state clean and simple. It uses a fine-grained state model, breaking state into independent, manageable chunks.

DayBee: A cross-platform long-running microphone recorder with real-time transcription. It uses Qwen3-ASR by default. VAD keeps only speech segments and transcribes speech-only chunks.