In BARA, retrieval is three separate decisions — whether, from where and how much, then which chunks — made by deterministic rules before a vector is ever compared. A research note with the code.
Enterprise conversational AI gateway grounding LLM responses on real business entities — clients, projects and active persons — from an entity catalog.
Behavior-adaptive retrieval for stateful conversational AI — four memory tiers behind 41 deterministic decision gates instead of always-on RAG.
Rust daemon that reviews pull requests in isolated git worktrees through a five-pass static analysis pipeline and posts evidence-anchored GitHub reviews.
Multimodal detector for AI-generated images and text, combining fine-tuned transformer classifiers with physical signal analysis and SHA-256 hashed PDF reports.
Spotify listening data turned into an acoustic fingerprint and run through a multi-stage Gemini prompt chain that produces a specific, falsifiable personality profile.