I was running a pipeline for building a RAG knowledge base: crawl web articles, split them into...
I was running a pipeline for building a RAG knowledge base: crawl web articles, split them into chunks, create embeddings, and push them into Qdrant.
Then my memory usage logs started looking like this:
50/1287 pushed... (RSS 1594MB)
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I was debugging a Rust service that had about 52 MB of live allocations but was sitting at 358 MB...
A few weeks ago, I had a classic "works on my machine" moment. I had built a nice RAG prototype...
A production memory-leak postmortem: two well-behaved libraries, one pathological interaction, and 50...
Every RAG tutorial I read used LangChain or LlamaIndex and hid the interesting parts. So I built a 500-line RAG pipeline with no…
I found a slow, insidious memory leak in a Node.js API gateway caused by lingering event listeners; I...
TL;DR A slow memory leak took down one of my production services at 2am. I spent the first...
