PJPraise Jamesinactiandev.hashnode.dev·5d ago · 18 min readMulti-Collection Vector Search for Clinical DataYou are testing your clinical search system and ask it to find patients with lab profiles similar to a reference case for chronic kidney disease. The results come back with full discharge summaries an00
PJPraise Jamesinactiandev.hashnode.dev·6d ago · 14 min readHow to Build Persistent Agent Memory Across SessionsYour agent can follow a rule perfectly at the start of a conversation and still miss it later. Maybe the rule is simple: don't share user contact details, don't book meetings outside business hours, o00
PJPraise Jamesinactiandev.hashnode.dev·6d ago · 16 min readRunning Gemma 2B on Edge Hardware with Actian VectorAI DBToday, running a powerful language model entirely on edge hardware is no longer the hard part. The problem is making it useful once it is there. A developer can deploy Gemma 2B on NVIDIA Jetson Orin N00
PJPraise Jamesinactiandev.hashnode.dev·6d ago · 14 min readBuild an OpenClaw Memory Plugin with Actian VectorAI DBContext compaction is a common failure point for most OpenClaw memory systems. When the context window fills, OpenClaw compacts the session to make room for new messages. Any memory operations that we00
