Here’s a modern hypermedia document showcasing a collection of powerful Virtuoso functionality demos—spanning databases, knowledge graphs, filesystems, and third-party API integration. First up: generating knowledge graphs from document content.

RT @kidehen: Important lesson. LLMs are Langulators. Period. They aren’t reliable knowledge bases, nor are they anywhere near all-knowing….

RT @kidehen: @OpenLink @grok @Google Here’s the Grok 4 snafu that changes everything—and amounts to a major deduction. Despite strong perf….

RT @kidehen: @OpenLink @grok @Google But one last—and rather disturbing—discovery as I reviewed the coreference assignments made by Grok 4….

RT @kidehen: @OpenLink @grok @Google Conclusion. Grok 4 has overtaken Gemini 2.5 in one of my typical workflows: Knowledge Graph generation….

RT @kidehen: @OpenLink @grok Same experiment, but using @Google Gemini 2.5. Using OPAL (@OpenLink AI Layer)—powered by our Structured Data….

RT @kidehen: Using OPAL (@OpenLink AI Layer), and specifically our Structured Data Sniffer (OSDS) browser extension, I asked @Grok 4 to per….

RT @kidehen: The usual one-liner command, and @Grok 4 is now loaded into OPAL (@OpenLink AI Layer), deployed via our Virtuoso platform. Co….

RT @kidehen: Not only do LLMs perform well at generating structured data using RDF—they also handle a variety of RDF notations, each with i….

RT @kidehen: In line with the tendency to recreate old artifacts in response to new technological shifts, is it possible that the new web b….

RT @kidehen: Just as a calculator outperforms humans at arithmetic without understanding math, a Langulator (i.e., an LLM) can outperform h….

RT @kidehen: And by the way, Kimi from @Kimi_Moonshot already loaded to OPAL (@OpenLink AI Layer) via the usual one-liner:. OAI.DBA.REGISTE….

RT @kidehen: Will hit the one-liner for @CerebrasSystems tomorrow, to see its latest LLM lineup.

RT @kidehen: @Alibaba_Qwen @OpenLink Here’s a screencast that puts it all together — showcasing Qwen using an MCP (Model Context Protocol)….

RT @kidehen: @Alibaba_Qwen @OpenLink @Alibaba_Qwen successfully generated and executed a SPARQL-FED query routed via SPASQL (i.e., SPARQL e….

MCP support in LLM-based chat clients keeps growing. Here's a showcase testing @Alibaba_Qwen’s new Desktop Client (an MCP client) against the OPAL MCP Server — powered by Virtuoso for rich SQL, SPARQL, and SPASQL access. Modern DBMS and loose Language Model coupling. 💥.

RT @kidehen: @Alibaba_Qwen Used the STDIO route via manual JSON config instead. Your uv and npx hardcoded options are limiting. That said,….

RT @kidehen: @Alibaba_Qwen @OpenLink Successfully used SQL to query the Northwind demo database hosted on a live Virtuoso instance running….

RT @kidehen: @Alibaba_Qwen @OpenLink Successfully used SPARQL in federated mode to query the same live Virtuoso instance — this time routin….

The combined power of OPAL (OpenLink AI Layer) and Virtuoso Data Spaces—in a nutshell:. They tackle stubborn data problems with elegant precision—using open standards that already work.

Naturally, AI features include MCP (Model Context Protocol) & A2A (Agent-2-Agent Protocol) support—enabling composite AI Agents in Markdown for Agentic workflows. Documentation == Agent Code!. 🔗