Building DocPilot Part 2: From Raw Documentation to a Markdown Ingestion PipelineLearn how I built DocPilot's Markdown ingestion pipeline using Python, pathlib, and pytest to prepare documentation for RAG and semantic search.10 min read·ai-content-utilties.hashnode.dev3AOct 31
Why I'm Building DocPilot: From Documentation Search to AI-Powered Knowledge SystemsWhy I'm building DocPilot, a local-first documentation assistant. Exploring Markdown ingestion, embeddings, hybrid search, RAG, and AI agents.17 min read·ai-content-utilties.hashnode.devOct 26
I Built a Knowledge Radar. Now It's Your Turn.Explore 6 hidden signals in documents with an interactive Python Knowledge Radar. Discover connections, communities, emerging trends, and outliers.3 min read·ai-content-utilties.hashnode.devOct 24
When Your Documents Start Predicting What Comes NextBuilding a Knowledge Radar from embeddings, communities, movement, and outliers. In the last few experiments, we discovered something strange about documents. A document can be connected to another do9 min read·ai-content-utilties.hashnode.devAug 31
The Lonely Documents: Why Outliers MatterSomething Doesn't Fit In the previous article, we watched document communities change over time. Some communities grew. Some split into smaller, more specialized topics. Others moved closer together a7 min read·ai-content-utilties.hashnode.devAug 17
