CrispStrobe

Lightweight text embedding inference via ggml in pure C++: XLM-R/Qwen3/Gemma/MPNet/etc

LLM inference in C/C++

C++ ggml runtime hub for multilingual ASR models: Cohere Transcribe, Parakeet TDT, Voxtral, Canary 1B v2, etc, plus universal forced alignment via NeMo Forced Aligner-style CTC, and others. Fork of whisper.cpp.

AI-powered document organiser. Extracts text and/or sorts documents: Drop in a bunch of PDFs, DOCX files, or ebooks, and it extracts Document Text, identifies Title, Author, and Year, with a local or remote LLM, and moves them into folders, and/or keeps the extracted text.