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Technical insights, tutorials, and thoughts on AI

Building an AI Knowledge Base

Building an AI Knowledge Base

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Machine learning Artificial intelligence Rag Llm
An AI knowledge base is a system that ingests documents, processes them into a form that language models can retrieve from, and serves relevant context to an LLM at query time. The dominant pattern...
The 'One Codebase, Many Products' Playbook

The 'One Codebase, Many Products' Playbook

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Ai Webdev Programming
In the AI era, velocity matters. Building each AI product from scratch—authentication, billing, observability, LLM routing—takes months. What if you could reuse the same codebase for multiple produ...