Building a Knowledge Management App with Oracle AI Database 26ai
5,178 docs, one vector column.
Building a multimodal knowledge base on Oracle AI Database 26ai — CLIP-in-database, JSON Duality, Vector Search, and a vision-aware RAG pipeline that actually sees images instead of describing their captions.
CLIP Inside Oracle AI Database 26ai: Fast, Multimodal RAG
How we got 10x faster by loading CLIP models directly into Oracle AI Database 26ai. Spoiler: In-database AI is production-ready.
Three LLMs, One App: Balancing Speed, Privacy, and Power
Testing LLMs in an Oracle Database 23ai app: cloud (OCI), laptop (M2 Mac), and GPU server (RTX 5090). Spoiler: My laptop needs a bigger GPU!
When the SDK Says No: Vision-Aware RAG via a 300-Line Python Bridge
After CLIP made multimodal search instant, I hit a wall: the LLM could find images but couldn't see them. Here's how an Oracle engineer's tip and 300 lines of Python broke through.
Unifying 12 Years of Knowledge: From OneNote to Local Markdown to Oracle AI Database
How I migrated 5,178 OneNote documents spanning 12 years and built auto-sync for local markdown notes—turning scattered notes into a unified, AI-searchable knowledge base powered by Oracle AI Database 26ai.