Quizzes, workshops, flashcards, and mindmaps from one shared recipe — plus sessions that track themselves, 25 achievement badges, local voice input, and a table of every byte the …
Hybrid retrieval, a six-tool agent, and a stream that shows the model think before it answers. A beginner's walk through the heart of CogniVault: the RAG loop.
How does a 1,000-page scanned PDF become something an AI can search in seconds? A beginner's walk through CogniVault's ingestion pipeline: extraction, OCR, chunking, embeddings, …
New to RAG, vector databases, or local AI? This four-part beginner series walks through the CogniVault backend from the ground up. Part 1: the big picture, the full tech stack, and …
Python scripts crash. When embedding gigabytes of PDFs, you need a factory ledger. How CogniVault uses DBOS and PostgreSQL for crash-resumable workflows.
Standard vector search fails on exact keywords. Here is how CogniVault uses Hybrid Search and an agent loop to actually find what you are looking for.