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Continuous compliance + supply-chain dashboard for the KAOS open-source ecosystem
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PDF extraction and document processing for KAOS — structured AST output with provenance
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Agentic runtime for KAOS: Runner, SessionMemory (with reflexion lessons), 5 patterns (Chat/PlanExecute/Research/Findings/Router), 14 MCP tools, FastAPI REST API, audit-trail telemetry recorder.
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High-performance graph library for the Kelvin Agentic OS — petgraph-backed engine, 40+ algorithms, RDF/SPARQL, knowledge-graph tools
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Abstract document AST for KAOS — Block/Inline content model, provenance, annotations, serialization
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Office document extraction for KAOS — DOCX, XLSX, PPTX to typed AST with provenance
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KAOS-native source discovery and materialization — filesystem, archive, HTTP, browser, plus REST connectors for Federal Register / eCFR / EDGAR / GovInfo / GLEIF and forensic parsers
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Dense embeddings and small-model inference for the Kelvin Agentic OS — fastembed-first ONNX, optional torch / GPU / OpenVINO backends
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