Prepare a team handbook for semantic search in OriginChainDB
Build a small retrieval dataset with useful chunks, stable source IDs and consistent embeddings before tuning search.
From the team
OriginChainDB Team
Practical articles and engineering guides from the OriginChainDB team.
Connect equipment to maintenance guides with OriginChainDB graph relations
Model the relationship between a machine and its guide, verify the connection, and handle a missing reference before adding an assistant.
Build a duplicate-ticket review workflow with OriginChainDB vector search
Use vector search to suggest related support tickets, then check permissions, compare evidence and record a reversible human review decision.
Find booking conflicts with SQL in OriginChainDB
Build a room-booking conflict checker with a four-row SQL example, interval diagrams, boundary tests and a clear plan for concurrent requests.
Make a small helpdesk searchable with OriginChainDB full-text search
Index three support notes, compare ranked and all-words search, then update a note without leaving stale search text behind.
Build an everyday stock check with SQL in OriginChainDB
Turn a small product list into an actionable restock report, with explicit units, predictable results and a simple update workflow.
How a graph database works vs joins
A relational database re-derives relationships with joins at query time; a graph database stores them as structure and walks them. When each one wins.