~/talk

Aura Import: Anywhere, Anytime

Talkat NODES 2025 · on Thursday, 2025-11-06· [databases, data-engineering]
links:none on file
name:Jun Chen
links:none on file
slides:none on file

A no‑code import service moves CSV/Parquet from Google Cloud Storage (also AWS S3 and Azure) into Aura using HMAC keys, auto‑extracts headers and builds a graph model with an LLM that suggests unique IDs and relationships, then runs either transactional online import (incremental, ~100 GB) or bulk import (stops and overrides DB for very large loads). The UI shows live progress (example run reports ~33k nodes done en route to ~1M nodes and ~2M relationships), plus API/CLI to trigger, fetch, or cancel jobs.

AI-written summary · about

  1. 0:00Welcome and introduction
  2. 0:23About Aura import service
  3. 1:25Supported data sources overview
  4. 2:53Demo setup and prerequisites
  5. 3:57Configuring Google Cloud Storage import
  6. 6:43Schema introspection and graph model
  7. 7:46AI-assisted graph modeling
  8. 9:39Running the import process
  9. 11:03Import job monitoring
  10. 12:51Aura import API overview
  11. 13:35Aura import CLI tools
  12. 13:57Future features and closing
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