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
AI Tools Under Control: Keeping Your Agents Secure and Reliable
6 min

AI Tools Under Control: Keeping Your Agents Secure and Reliable

MLOps World - MLOps World & Generative AI World 2024
Bar Chen
ai ai-agents ai-security ai-reliability prompt-engineering input-validation ai-hallucination guardrails ai-tools api-security
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
Panel: The Current Investment Landscape. Opportunities & Challenges in ML/Gen AI
50 min

Panel: The Current Investment Landscape. Opportunities & Challenges in ML/Gen AI

MLOps World - MLOps World & Generative AI World 2024
George Mathew Prerna Sharma Mark Weber
artificial-intelligence machine-learning generative-ai venture-capital investment-landscape startups early-stage-investing seed-stage series-a series-b ai-strategy tech-investment
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 SLSA 3 Conforment Attestors for Artifacts Generated on GitHub
34 min

Building SLSA 3 Conforment Attestors for Artifacts Generated on GitHub

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Ian Lewis Asra Ali
slsa supply-chain-security github-actions software-supply-chain provenance attestation container-images ci-cd open-source-security build-automation security-frameworks
Challenges of Modern Application Delivery: A Retrospection of KubeVela Highlight Technologies
35 min

Challenges of Modern Application Delivery: A Retrospection of KubeVela Highlight Technologies

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Jianbo Sun Da Yin
kubevela application-delivery cloud-native kubernetes cncf platform-engineering ci-cd observability resource-management multi-cloud orchestration devops
Intuitโ€™s Customer Centric Observability Journey Using AIOps
25 min

Intuitโ€™s Customer Centric Observability Journey Using AIOps

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Vigith Maurice Amit Kalamkar
aiops observability kubernetes cncf stream-processing machine-learning data-platform tracing anomaly-detection real-time-analytics numaproject numaflow numalogic