The DocPilot Blog
Notes on AI documentation from the team building it.
Playbooks for engineering leaders, deep dives into code intelligence, and lessons from running the Onzira Labs platform in production.
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vector-databases
The Complete Guide to Vector Databases for Documentation Search
Keyword search fails when users don't know the right words. Vector databases fix that — here's how to use them for documentation search that actually understands intent.
5 Sep 2026 · 9 min read
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search
Semantic Search vs Full-Text Search for Developer Docs
Full-text search finds your words. Semantic search finds your meaning. Most developer docs need both — here's how to decide which to invest in first.
5 Sep 2026 · 7 min read