~/talk

Introducing Open Platform for Enterprise AI

on YouTube 38m
Talkat Open Source Summit Europe 2024 · 2024-09-16..09-18· [ai-assisted-development, large-language-models]

speaker

name:Arun Gupta
github:arun-gupta

resources

video:https://youtu.be/xYRMJ2PWmcE
slides:none on file

summary

An open platform project under LF AI & Data papers a composable framework of about 20 microservices (embeddings, retriever, ranker, guardrails) that assemble into blueprints like RAG chat Q&A, code translator, doc summarizer and agentic workflows. Reference demos run via Docker Compose and Kubernetes on Ubuntu VMs (m7i), validated on Intel Xeon/Gaudi and being extended to AMD, support Redis/vector DBs and Neo4j, deployable to AWS/Azure/GCP; 1.0 and a September–October hackathon are imminent.

AI-written summary · about

chapters (8)

  1. 0:00Challenges in enterprise AI
  2. 2:01GenAI pipeline components
  3. 6:30Introduction to OPEA
  4. 8:46OPEA architecture and repo
  5. 15:17Live chatbot demonstration
  6. 20:05OPEA ecosystem and partners
  7. 24:15Community and integration
  8. 28:17Roadmap and contributions

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