Even if you’ve never tried using local AI, there’s a lot to learn from the people who do. These users are unique in that they don't accept the average chatbot as-is. Instead, they tweak settings, ...

rag-only is a static, local-first document RAG assistant for PDF, TXT, DOCX, and CSV chat using Ollama embeddings, Ollama chat models, and Qdrant vector search from a browser-only app. It is for ...

┌─────────────┐ ┌──────────────┐ ┌──────────────┐ │ Scanner │──── │ Extractor │──── │ Classifier │ │ os.walk() │ │ PyMuPDF │ │ Ollama LLM │ │ + change │ │ python-docx │ │ + rule-base ...