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30 min
What Does it Mean to be an AI Engineer in the World of GenAI?
MLOps World - MLOps World & Generative AI World 2024
Aarushi Kansal
ai-engineering
generative-ai
prompt-engineering
rag
retrieval-augmented-generation
vector-databases
agents
reliability
resiliency
monitoring
observability
scaling
fine-tuning
large-language-models
33 min
Why AI Apps Don't Work in Prod: AI Reliability Survey
MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
ai
artificial-intelligence
mlops
machine-learning-operations
reliability
ai-engineering
llm
large-language-models
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
31 min
How to Run Your Own LLMs, From Silicon to Service
MLOps World - MLOps World & Generative AI World 2024
Charles Frye
llms
large-language-models
mlops
machine-learning-operations
inference
gpu
quantization
tensorrt-llm
vllm
modal-labs
model-serving
ai-engineering
26 min
From Paper to Production in 30 Minutes: Implementing code-less Gen AI Research
MLOps World - MLOps World & Generative AI World 2024
Aarushi Kansal
generative-ai
gen-ai
ai-engineering
llm
rag
prompt-engineering
episodic-memory
autogpt
agentic-applications
mlops
genops
production-deployment