A practical walkthrough of building a RAG (Retrieval-Augmented Generation) system in Go that queries the Go Vulnerability Database. The tutorial covers two phases: ingestion (parsing vulnerability JSON from a zip file, generating vector embeddings with a Qwen3 model, and storing them in an embedded DuckDB database) and search

13m read timeFrom ardanlabs.com
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Table of contents
IntroductionLLM UtilitiesIngestionSearchingMainConclusion and Further Steps

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