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S3 Production LLM Security: Real-world Strategies from Industry Leaders 🔐
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…
S3 Optimizing LLM Performance and Cost for LLMs in Production
In this episode, we dive deep into the world of LLM optimization and cost management - a critical challenge facing AI teams today. Join us as we explore real-world strategies from companies like…
S3 The Evaluation Playbook: Making LLMs Production-Ready 🧪📈
A comprehensive exploration of real-world lessons in LLM evaluation and quality assurance, examining how industry leaders tackle the challenges of assessing language models in production. Through…
S3 Prompt Engineering & Management in Production: Practical Lessons from the LLMOps Database
Prompt engineering is the art and science of crafting instructions that unlock the potential of large language models (LLMs). It's a critical skill for anyone working with LLMs, whether you're…
S3 LLM Agents in Production: Architectures, Challenges, and Best Practices
An in-depth exploration of LLM agents in production environments, covering key architectures, practical challenges, and best practices. Drawing from real-world case studies, this article examines the…
S3 Building Advanced Search, Retrieval, and Recommendation Systems with LLMs
Discover how embeddings power modern search and recommendation systems with LLMs, using case studies from the LLMOps Database. From RAG systems to personalized recommendations, learn key strategies…
S3 Building LLM Applications that Know What They're Talking About 🔓🧠
Explore real-world applications of Retrieval Augmented Generation (RAG) through case studies from leading companies. Learn how RAG enhances LLM applications with external knowledge sources, examining…
S3 Demystifying LLMOps: A Practical Database of Real-World Generative AI Implementations
The LLMOps Database offers a curated collection of 300+ real-world generative AI implementations, providing technical teams with practical insights into successful LLM deployments. This searchable…
S2 ML at the British Library with Daniel van Strien
This week I spoke with Daniel van Strien, a digital curator working at the British Library. Daniel has worked on a number of projects at the intersection of archives, libraries and machine learning…
S2 Questioning MLOps with Lak Lakshmanan
This week I spoke with Lak Lakhshmanan, who worked for years at Google on ML and AI projects and products at a senior level and he also brings years of experience working on meteorology and other…
S2 The Full Stack with Charles Frye
This week I spoke with Charles Frye. Not only has Charles volunteered to be a judge on our Month of MLOps competition happening right now, he's part of the core team working on the Full Stack Deep…
S2 Educating the next generation with Goku Mohandas
In today's conversation, I'm speaking with Goku Mohandas, founder and creator of the amazing online resource MadeWithML. Goku has a bunch of practical experience, from working with Apple to a startup…
S2 ZenML MLOps Competition
So excited to be able to announce our 🔥 AMAZING 🔥 external judges for the ZenML Month of MLOps competition! We have a stellar panel of ✨ ML and MLOps heroes ✨ to help select the best pipelines from…
S2 Data-centric Computer Vision with Eric Landau
This week I spoke with Eric Landau, co-founder of Encord, a platform for data-centric computer vision. This podcast contains a lot of geekery about annotation, and even though Encord aren't an…
S2 ML Abstractions with Phil Howes
This week we dive into the abstractions that we're all trying to layer on top of the core ML processes and workflows. I spoke with Phil Howes, co-founder and chief scientist at BaseTen. BaseTen is a…
S2 Building MLOps Tools with Outerbounds
This week I spoke with Savin Goyal and Hugo Bowne-Anderson from Outerbounds. They both work on leading, building and helping people put models into production through Metaflow, and I'm sure current…
S2 Safe and Testable Computer Vision with Lakera
This week I spoke with Mateo Rojas-Carulla, the CTO and a co-founder of Lakera and Matthias Kraft, also a co-founder and the CPO there. Lakera is an AI safety company that does a lot of work in the…
S2 Satellite Vision with Robin Cole
This week I spoke with Robin Cole, a senior data scientist at Satellite Vu, a company that's about to launch a thermal imaging satellite into space in order to provide new ways of seeing the earth…
S2 Autonomous Shipping with Captain AI
This week on the podcast I spoke with Gerard Kruisheer, the CTO and co-founder of Captain AI, a company based in the Netherlands working on autonomous shipping out of the busy Rotterdam port. We…
S2 ML Monitoring with Emeli Dral
I'll be having some conversations with the people behind the tools that ZenML offers as integrations. We spoke with Ben Wilson a few weeks back, and today I'm pleased to publish this conversation…
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Pipeline Conversations has published 34 episodes since November 2021, covering topics in Technology.
Pipeline Conversations is currently dormant with new episodes weekly. Average episode length is 44m.
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