Pipeline Conversations

ZenML GmbH

Pipeline Conversations brings you interviews with platform engineers, ML practitioners, and technical leaders building production AI systems. We dig into the real challenges of MLOps and LLMOps: orchestrating complex workflows on Kubernetes, fine-tuning and evaluating models at scale, and shipping AI that actually works. From ZenML.

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Pipeline Conversations

Episodes (34)

Jan 15, 2025 Production LLM Security: Real-world Strategies from Industry Leaders 🔐
Jan 13, 2025 Optimizing LLM Performance and Cost for LLMs in Production
Dec 15, 2024 The Evaluation Playbook: Making LLMs Production-Ready 🧪📈

Pipeline Conversations

Jan 15, 2025
52½ minutes
31 MB

Learn how leading companies like Dropbox, NVIDIA, and Slack tackle LLM security in production. This comprehensive guide covers practical strategies for preventing prompt injection, securing RAG systems, and implementing multi-layered defenses, based on real-world case studies from the LLMOps database. Discover battle-tested approaches to input validation, data privacy, and monitoring for building secure AI applications. Please read the full blog post here and the associated LLMOps database entries here.

Pipeline Conversations

Production LLM Security: Real-world Strategies from Industry Leaders 🔐

ZenML GmbH

00:00 -51:35