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46 min
Towards Robust GenAI: Techniques for Evaluating Enterprise LLM Applications
MLOps World - MLOps World & Generative AI World 2024
Dhruv Singh
ai-applications
llm-evaluators
generative-ai
genai
llm
large-language-models
testing
enterprise-ai
reliability
guardrails
human-evaluation
48 min
Building ML and GenAI Systems with Metaflow
MLOps World - MLOps World & Generative AI World 2024
Ville Tuulos
ai-systems
ml
machine-learning
genai
generative-ai
metaflow
data-engineering
model-training
inference
python
mlops
49 min
What It Actually Takes to Deploy GenAI Applications to Enterprises: Custom Evaluation Models
MLOps World - MLOps World & Generative AI World 2024
Alexander Kvamme
Arjun Bansal
ai-deployment
evaluation-models
customer-support
genai
llm
llm-ops
prompt-engineering
enterprise-ai
data-analysis
ai-development
machine-learning
33 min
Running prompts at CI does not make your GenAI app enterprise ready
MLOps World - MLOps World & Generative AI World 2024
Jakob Frick
production-ai
genai
generative-ai
llm
large-language-models
enterprise-ai
continuous-integration
ci-cd
observability
telemetry
prompt-engineering
testing
36 min
Making Enterprise GenAI Safe and Effective - Tools and Approaches
MLOps World - MLOps World & Generative AI World 2024
Rahm Hafiz
Dan Adamson
moderation
constitutional-ai
privacy
security
bias-detection
data-leakage
prompt-injection
enterprise-ai
retrieval-augmented-generation
rag
api
fine-tuning
guardrails
large-language-models
llm
ai-safety
generative-ai
genai
59 min
LLMidas' Touch; Safely Adopting GenAI for Production Use Cases
MLOps World - MLOps World & Generative AI World 2024
Gon Rappaport
prompt-injection
hallucinations
generative-ai
genai
llm
large-language-models
mlops
production-ml
rag
ai-security
data-governance
ai-ethics
41 min
Serving GenAI Workloads At Scale With LitServe
MLOps World - MLOps World & Generative AI World 2024
Aniket Maurya
lit-serve
pytorch-lightning
api-serving
dynamic-batching
genai
ai
llm
python
autoscaling
rag
openai-api
docker
33 min
GenAI ROI: From Pilot to Profit
MLOps World - MLOps World & Generative AI World 2024
Ilyas Iyoob
generative-ai
genai
roi
artificial-intelligence
machine-learning
mlops
enterprise-ai
pilot-paralysis
scalability
data-science
business-intelligence
30 min
Driving GenAI Success in Production: Proven Approaches for Data Quality, Context, and Logging
MLOps World - MLOps World & Generative AI World 2024
Alison Cossette
generative-ai
genai
rag
data-quality
knowledge-graphs
mlops
neo4j
data-science
embeddings
cosine-similarity
13 min
Building GenAI Infrastructure
MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
generative-ai
genai
ai-infrastructure
mlops
large-language-models
llm
ai-safety
ai-reliability
ai-governance
ethical-ai
monitoring
validation
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