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Articles tagged with #rag
Most AI knowledge systems begin with documents. PDFs. Markdown files. Wiki pages. GitHub repositories. Support tickets. Logs. Architecture documents. Chat conversations. The usual pipeline looks famil
In the previous posts, I explored Knowledge Objects, provenance, relationships, evidence, and the lifecycle of knowledge. But there is an obvious next question. «If knowledge has its own structure, st
In most software systems, we think about data as something that changes. A database record is inserted. Then it is updated. Eventually, it may be deleted. But knowledge behaves differently. A piece of
In the previous posts, I explored why I am building AIKOQL, the idea of Knowledge Objects, where AIKOQL fits in the modern data ecosystem, and how information might move from documents into structured
In the first two posts of this series, I introduced why I started building AIKOQL and the idea behind the Knowledge Object. But there is an obvious question that follows. Why do we need another abstr
Artificial intelligence is changing the way we build software. We now have AI agents that can reason, use tools, generate code, search for information, and interact with applications. But as AI capabi
