Building My First RAG Knowledge Platform
What I learned stitching together retrieval, local models, and a useful interface for real questions.
Topic
AI
5 articles
My Journey With Local AI Models
From curiosity to a small daily toolkit: what running models locally has taught me about useful constraints.
Building Small AI Tools That Actually Help
A narrow task, a clear source, and a quick review can be more useful than an ambitious assistant.
Using Local Models for Everyday Work
Finding repeatable tasks that fit the limits of a laptop and a human review step.
Testing Retrieval Before Tuning Prompts
A support notebook returned convincing answers from outdated installation notes. Version labels and a small relevance review made the results easier to trust.