~/talks

Stephen Batifol

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FLUX, Open Research, and the Future of Visual AIAI Engineer Europe 20262026-04-08
Claim: Self Flow trains one generative model without external encoders, learning representations and generation jointly and converging faster while reducing…
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Supercharge Spark: Unleashing Big Data Potential with Milvus for RAG systemsBig Data & RPA Conference Europe 20242024-11-19
Concrete claims and runnable tools: Milvus integrates with Spark via a spark-milvus connector that supports iterative and bulk inserts (Parquet/JSON →…
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Beyond the Hype: Realistic Expectations of AIBig Data & RPA Conference Europe 20242024-11-19
Panelists report concrete wins and limits: Perplexity shopping curates product lists, Copali vision LLMs finally extract structure from PDFs, and voice cloning…
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Build an Agentic RAG system using Langchain, Ollama and MilvusDevoxx Belgium 20242024-10-07
Live demo builds an agentic RAG that combines LangChain 4J, Ollama Llama 3.2 (running locally) and Milvus vector DB, plus Tavi for web search. Pipeline embeds…
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Milvus: Scaling Vector Data Solutions with Gen AIOpen Source Summit Europe 2024: Open AI + Data Forum2024-09-16
Milvus is an open source, cloud‑native vector database that runs stateless on Kubernetes using built on MinIO and Kafka for storage and change capture, offers…
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Milvus: Scaling Vector Data Solutions with Gen AIOpen Source Summit Europe 20242024-09-16
Milvus is an open source, cloud‑native vector database built on MinIO and Kafka and designed to be stateless on Kubernetes with etcd for metadata and…
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Training and Ensuring Reliability of ML Models at Wolt: The Power of ArgoCD, Flyte, and Argo WorkflowsArgoCon Europe 20232023-04-18
Wolt runs reproducible ML training on Kubernetes using Argo CD + Flyte + Argo Workflows, ties models into MLflow and deploys with Seldon Core, and automates…
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Scaling Open Source ML: How Wolt Uses K8s To Deliver Great Food to Mill...KubeCon + CloudNativeCon Europe 20222022-05-16
Wolt runs an end-to-end MLOps platform on Kubernetes serving ML for 12M+ users, integrating Flyte for orchestration, MLflow autolog for experiment tracking…
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