Streaming Processing for RAG Architectures

Sep-5 14:00-14:25 in Mariposa Grove
Add to Calendar 09/05/2024 2:00 PM 09/05/2024 2:25 PM America/Los_Angeles AS24: Streaming Processing for RAG Architectures

The session is aimed to practitioners looking to use streaming technologies to process data which will be in use for near real time RAG architectures.

For context, the session is based in this article: https://beam.apache.org/blog/dyi-content-discovery-platform-genai-beam

Agenda:

  • quick intro to RAG
  • why streaming processing
  • why beam
  • technology stack (gcp)
  • beam integrations (multilanguage, RunInference, IOs)
  • example / demo
  • close up
Mariposa Grove

The session is aimed to practitioners looking to use streaming technologies to process data which will be in use for near real time RAG architectures.

For context, the session is based in this article: https://beam.apache.org/blog/dyi-content-discovery-platform-genai-beam

Agenda:

  • quick intro to RAG
  • why streaming processing
  • why beam
  • technology stack (gcp)
  • beam integrations (multilanguage, RunInference, IOs)
  • example / demo
  • close up