3 projects
chunklet-py
High-fidelity context-aware chunking and interactive visualization for RAG. Advanced segmentation for code and documents, because your LLM is only as smart as the fragments you feed it.
vinkra
A lightweight vector database with incremental inserts, automatic exact-to-ANN switching, and explicit storage management. Add vectors anytime without rebuilding the index
chunklet
A smart multilingual text chunker for LLMs, RAG, and beyond.