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39 min
From Idea to Production: AI Infra for Scaling LLM Apps
MLOps World - MLOps World & Generative AI World 2024
Guy Eshet
llm
ai
ai-infrastructure
llm-ops
prompt-engineering
model-deployment
gpu
data-pipelines
rag
cost-optimization
generative-ai
llm-applications
41 min
Lessons learned from scaling large language models in production
MLOps World - MLOps World & Generative AI World 2024
Matt Squire
ray-serve
large-language-models
llm
rag
mlops
gpu
performance-optimization
inference
scaling
python
fastapi
kubernetes
vm
vector-database
45 min
The BEST component for your RAG system
MLOps World - MLOps World & Generative AI World 2024
Jeffrey Kim
auto-ml
data-optimization
language-models
evaluation-data
human-in-the-loop
benchmark
rag
retrieval-augmented-generation
llm
natural-language-processing
information-retrieval
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
58 min
Building AI Applications as a Developer
MLOps World - MLOps World & Generative AI World 2024
Roy Derks
Alex Seymour
tool-calling
developer-toolkit
watsonx-ai
ai
large-language-models
llm
rag
retrieval-augmented-generation
ai-agents
prompt-engineering
javascript
python
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
35 min
RAG Hyperparameter Optimization: Translating a Traditional ML Design Pattern to RAG Applications
MLOps World - MLOps World & Generative AI World 2024
Niels Bantilan
hyperparameter-optimization
pipelines
traditional-ml
rag
llm
mlops
ai
generative-ai
inference
orchestration
data-quality
machine-learning
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
59 min
Building Agentic and Multi-Agent Systems with LangGraph (Pt. 2)
MLOps World - MLOps World & Generative AI World 2024
Greg Loughnane
Chris Alexiuk
react-pattern
orchestration-tooling
conditional-edges
subgraphs
langgraph
langchain
llm-applications
agentic-systems
multi-agent-systems
rag
function-calling
state-management
1h 12m
Building Agentic and Multi-Agent Systems with LangGraph
MLOps World - MLOps World & Generative AI World 2024
Greg Loughnane
Chris Alexiuk
llm
langchain
langgraph
agentic-systems
multi-agent-systems
rag
function-calling
python
ai-engineering
llm-applications
tool-use
state-machines
30 min
Measuring the Minds of Machines: Evaluating Generative AI Systems
MLOps World - MLOps World & Generative AI World 2024
Jineet Doshi
generative-ai
llm
llm-ops
human-evaluation
llm-as-judge
security
rag
agents
tool-use
29 min
Code Generation Agents: Architecture, Data Modeling Challenges, and Production-Ready Considerations
MLOps World - MLOps World & Generative AI World 2024
Lee Twito
Alon Gubkin
ai
generative-ai
multi-agent-systems
code-generation
mlops
rag
data-modeling
llm
graphrag
abstract-syntax-tree
testing
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