#rag

Articles tagged with #rag

The Relevance Score That Broke Our Cite-or-Refuse Gate
A test you write to satisfy an audit can catch a correctness bug that has been silently shipping in production. That's what happened in our local RAG system: a vector-retrieval assertion failed on a l
Jul 7, 20269 min read
The Moat Is the Trust Layer: Turning a Local-RAG App into a BYOK Document-Intelligence Platform
The moat of a local-RAG tool is not the chatbot. Anyone can wire Ollama to Chroma and put a Streamlit box on top; there are a hundred "local RAG in 100 lines" tutorials that do exactly that. The moat
Jul 7, 202623 min read
Local RAG NEXUS Upgrade and Nixtla Validation Infrastructure
December 22nd was a 35-commit day across four repos. The headline: local-rag-agent shipped a complete hybrid cloud architecture in 17 commits and a versioned release. Nixtla hardened its validation in
Jul 1, 202610 min read
Local RAG NEXUS Upgrade and Nixtla Validation Infrastructure
December 22nd was a 35-commit day across four repos. The headline: local-rag-agent shipped a complete hybrid cloud architecture in 17 commits and a versioned release. Nixtla hardened its validation in
Jul 1, 202610 min read
A Second Brain You Can Audit Beats One You Must Trust
Most "second brain" products ask for the same thing in the end-user license agreement: trust us. Trust that your notes stay where you put them. Trust that the model only saw what we told you it saw. T
Jul 1, 202617 min read