~/talk

Applied AI with Eclipse Graphene

on YouTube 36m
Talkat EclipseCon 2023 · 2023-10-16..10-19· [machine-learning, ai-assisted-development]

speaker

name:Martin Welss
links:none on file

resources

video:https://youtu.be/zSoGklWCEIA
slides:none on file

summary

Eclipse Graphene packages reusable AI modules as Docker images with protobuf/gRPC interfaces so modules are language neutral and stubs generate automatically. A web portal manages catalog and design studio while execution runs in separate environments including a public AI playground with one‑click deployment and a generic orchestrator that dispatches messages and runs containers it has never seen. Features include supports cyclic graphs for feedback loops, Jupyter Connect for interactive exploration, and initial reproducibility and benchmarking metadata across a marketplace of over 300 models and pipelines.

AI-written summary · about

chapters (15)

  1. 0:00Eclipse Graphene intro
  2. 1:33Portal vs execution environments
  3. 3:39AI pipelines for all
  4. 5:52Protuff & gRPC for containers
  5. 7:16Parallel pipeline orchestrator
  6. 9:47Data broker in pipelines
  7. 11:55Cyclic topologies in AI
  8. 13:43Jupyter Connect for models
  9. 15:34Benchmarking Graphene
  10. 17:23LLM pipelines & enhancements
  11. 19:14Graphene use cases
  12. 21:45Graphene funding & future
  13. 22:50Open source & community
  14. 23:10Live demo: Graphene AI4
  15. 28:50Q&A

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