Cratoss · Local RAG System
End-to-end Retrieval-Augmented Generation: PDF ingestion → Sentence Transformer embeddings → ChromaDB → BM25 + semantic hybrid retrieval → Cross Encoder reranking → 3-stage confidence validation → Llama 3.2 via Ollama. Zero cloud APIs. Runs offline.