LF AI & Data
Why I’m Joining the PyTorch Foundation
This post was initially published on the PyTorch Foundation blog By Mark Collier, General Manager, AI & Infrastructure, Linux Foundation & Executive Director, PyTorch Foundation I want to start by thanking...
Open Model Initiative Enters Phase II: Strengthening Open Multimodal AI Development
Author: Zhipeng Huang, LF AI & Data Board Member, TSC Chair of Open Model Initiative The Open Model Initiative (OMI), an LF AI & Data project, has made strong progress...
Budgets as code with Flyte, OpenLineage, and Marquez
Authors: Ashok Prakash, Staff Engineer at Apple Isan Sahoo, Principal Engineer at Oracle In the world of multi-tenant GPU clusters, managing spiraling cloud costs is a persistent challenge. Traditional retrospective...
Open Voice Interoperability Initiative Releases Open Floor Protocol 1.1.0 with Multi-Agent Conversation Support
Author: Deborah Dahl, Principal at Conversational Technologies LF AI & Data’s Open Voice Interoperability Initiative is excited to announce the release of Open Floor Protocol 1.1.0, expanding support for multi-agent...
Demo to Production: An Open Source Architecture for Reliable AI Agents
Author: Ashok Prakash, Senior Principal Engineer at Oracle AI Summary The promise of AI agents is simple: automation. The reality, as many production teams have learned, is a story of...
Bringing Accuracy and Context to AI: How Docling and OpenSearch are Shaping the Future of RAG
Generative AI is evolving fast, but one of the biggest challenges developers still face is getting models to work with the right information at the right time. Open source tools...
Turning Climate Risk Into Actionable City Plans with Trustworthy AI Agents
How do you turn climate risk data into clear next steps a city can actually act on? Wavestone set out to answer that at the IBM Watson TechXChange hackathon. They...
Building Enterprise-Ready Multimodal RAG with Milvus
(Originally published on the Milvus blog by Lumina Wang) As multimodal AI continues to expand, from text-to-image generation to intelligent retrieval systems, developers are looking for ways to make these...
Leverage LLM for Next-Gen Recommender Systems: Design Patterns for Cost-Aware and Ethical Deployment
Author: Nishant Satya Lakshmikanth, Engineering Leader, LinkedIn Corporation Introduction In Part 1, we set the stage by examining how recommender systems evolved—from rule-based heuristics to deep learning and now toward...
