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single-node

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A runnable blueprint for high-volume vehicle analytics on a single node - DuckDB/Polars over partitioned Parquet, a query-time delta overlay instead of nightly rebuilds, reproducible benchmarks. No cluster, £0 cloud compute.

  • Updated Aug 4, 2026
  • Python

Portable native Qdrant for Linux, Colab, Kaggle, Codespaces, CodeSandbox and cloud deployments, with secure auth, snapshots, persistence, recovery, diagnostics, benchmarks and production-ready single-node workflows.

  • Updated Aug 20, 2026
  • Shell

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