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Vectors, meet Virtuoso. Native HNSW vector indexing just landed in the Virtuoso Open Source develop/7 branch, with ONNX text embeddings and optimizer tuning alongside. Similarity search across native relational tables via SQL and RDF graphs via SPARQL, one engine. Enjoy!
Woot! Virtuoso Full Text now includes Fuzzy Search (Jaro-Winkler, Levenshtein, N-Gram Cosine)—alongside last week’s Vector Indexing & Semantic Similarity Search.
Live in VOS develop/7 (v7.2.18, unreleased): SQL contains() & SPARQL bif:contains.
github.com/openlink/virtuoso…
Live demo links showcasing the new Virtuoso native Fuzzy Search enhancements:
- Jaro-Winkler (Chappelle → Chappell): vec.demo.openlinksw.com/spar…
- Levenshtein (AAPLE → AAPL): vec.demo.openlinksw.com/spar…
- N-Gram Cosine (Mbappe → Mbappé): vec.demo.openlinksw.com/spar…
Additional demonstrations using our new Generic SPARQL-based Faceted Search and Browsing tool, which is also open source:
1. N-gram Cosine Test — linkeddata.uriburner.com/c/4…
2. Jaro-Winkler — linkeddata.uriburner.com/c/C…
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Two doors, one rule: AWS Marketplace holds the contract; the Virtuoso Buyer Portal holds the server. Closing one never closes the other.
Introducing Virtuoso Managed Services on AWS — enterprise-grade Data Spaces without the infrastructure burden.
Multi-model DBMS (SQL, SPARQL, RDF, Linked Data) for apps and AI agents. Open standards. We handle the infra.
aws.amazon.com/marketplace/p…
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From $49.99.
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- Lite pricing: uda.openlinksw.com/odbc/driv…













