Optimizing LLM Apps Through Usage: Implicit Feedback, Given Explicitly
12 min

Optimizing LLM Apps Through Usage: Implicit Feedback, Given Explicitly

MLOps World - MLOps World & Generative AI World 2024
Chinar Movsisyan
llm generative-ai mlops feedback-intelligence user-feedback data-analysis application-optimization implicit-feedback natural-language-processing ai-development
Nebuly's LLM User Feedback Loop
11 min

Nebuly's LLM User Feedback Loop

MLOps World - MLOps World & Generative AI World 2024
Zunair Waseem
llm ai feedback-loop user-feedback mlops generative-ai conversational-ai product-improvement prompt-engineering python
10x Faster AI Evaluations to Ship AI Apps at Lightning Speed
8 min

10x Faster AI Evaluations to Ship AI Apps at Lightning Speed

MLOps World - MLOps World & Generative AI World 2024
Niklas Nielsen
ai generative-ai llm mlops subject-matter-expert auto-feedback latent-space-readout model-evaluation prompt-tuning fine-tuning
Multimodal Agents You Can Deploy Anywhere
10 min

Multimodal Agents You Can Deploy Anywhere

MLOps World - MLOps World & Generative AI World 2024
David Cheng
ai generative-ai multimodal-ai machine-learning mlops artificial-intelligence agents deployment cloud-computing on-premises edge-ai video-analysis speech-translation document-understanding
Generative AI Infrastructure at Lyft
30 min

Generative AI Infrastructure at Lyft

MLOps World - MLOps World & Generative AI World 2024
Konstantin Gizdarski
generative-ai ai-infrastructure mlops ml-platform llms model-serving model-training ai-agents pii-preservation customer-support-ai rag
Building GenAI Powered Apps: A Workshop for Software Engineers
1h 35m

Building GenAI Powered Apps: A Workshop for Software Engineers

MLOps World - MLOps World & Generative AI World 2024
Stefan Krawczyk Hugo Bowne-Anderson
generative-ai genai ai-development llm large-language-models prompt-engineering rag retrieval-augmented-generation python application-development mlops
Toyota's Generative AI Journey
32 min

Toyota's Generative AI Journey

MLOps World - MLOps World & Generative AI World 2024
Ravi Chandu Ummadisetti Stephen Ellis Kordel France Eric Swei
generative-ai ai llm rag data-ingestion mlops automotive manufacturing llm-ops agentic-framework knowledge-management prompt-engineering
Building on-Premises MLOps for ISS Columbus Ground Operations
33 min

Building on-Premises MLOps for ISS Columbus Ground Operations

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Samo Turk Christian Geier
mlops kubernetes kubeflow gitlab cicd on-premises automation ansible storage istio observability monitoring
Hardening Kubeflow Security for Enterprise Environments
41 min

Hardening Kubeflow Security for Enterprise Environments

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Julius von Kohout Diana Dimitrova Atanasova
kubeflow kubernetes mlops security enterprise-security authentication authorization rbac vulnerabilities cvss software-supply-chain ci-cd
The State and Future of Cloud-Native Model Serving
40 min

The State and Future of Cloud-Native Model Serving

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Dan Sun Theofilos Papapanagiotou
mlops cloud-native kubernetes model-serving kserve cncf knative istio serverless scalability observability inference
Kubernetes, Resistance Is Futile
28 min

Kubernetes, Resistance Is Futile

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Adnan Hodzic
kubernetes mlops machine-learning-platform cloud-migration sre docker containers ansible microservices cncf ci-cd observability
Walk, Jog and Run with Cloud Native and the CNCF TAG-Runtime
29 min

Walk, Jog and Run with Cloud Native and the CNCF TAG-Runtime

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Ricardo Aravena Nikhita Raghunath
cloud-native cncf tag-runtime kubernetes edge-computing batch-processing webassembly containers vmware truera iot mlops