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These demo applications can be installed into a LinkedDataHub instance using `make install`. You will need to provide the path to your WebID certificate as well as its password.
Web-Algebra enables AI agents to consume Linked Data and SPARQL as well as control and automate LinkedDataHub operations through natural language instructions.
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This innovative system translates human language into JSON-formatted RDF operations that can be executed against your LinkedDataHub instance.
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**Key capabilities:**
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***Natural Language to RDF Operations**: Translate complex instructions into executable semantic workflows
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***LLM Agent Integration**: AI agents can compose and execute complex multi-step operations automatically
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***Atomic Execution**: Complex workflows are compiled into optimized JSON "bytecode" that executes as a single unit
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***Model Context Protocol (MCP)**: Interactive tools for AI assistants to manage LinkedDataHub content
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**Example use cases:**
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*Business Analytics:*
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> Analyze quarterly sales performance from our Northwind dataset, identify the top 5 customers by revenue, and create an interactive dashboard showing regional sales trends with automated alerts for territories underperforming by more than 15%
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*FAIR Life Sciences Integration:*
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> Query federated endpoints for protein interaction data from UniProt, gene expression profiles from EBI, and clinical trial outcomes from ClinicalTrials.gov, then integrate these datasets through SPARQL CONSTRUCT queries, create cross-references using shared identifiers, and embed the unified knowledge graph into an interactive research article with live data visualizations
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**Perfect for:**
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* Business intelligence automation and reporting
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* Federated biomedical data integration and analysis
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* AI-assisted research data discovery and linking
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* Natural language interfaces to knowledge graphs
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* Intelligent data processing and monitoring pipelines
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See the [Web-Algebra repository](https://github.com/AtomGraph/Web-Algebra) for setup instructions and examples of AI agents managing LinkedDataHub instances.
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## How to get involved
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* contribute a new LDH application or modify [one of ours](https://github.com/AtomGraph/LinkedDataHub-Apps)
if (log.isTraceEnabled()) log.trace("Access not authorized for request URI: {} and access mode: {}", request.getUriInfo().getAbsolutePath(), accessMode);
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thrownewAuthorizationException("Access not authorized for request URI", request.getUriInfo().getAbsolutePath(), accessMode);
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