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39 min
Lessons Learned: The Journey to Real-Time Machine Learning at Instacart
MLOps World - MLOps World & Generative AI World 2024
Guanghua Shu
real-time-ml
instacart
online-inference
streaming-infrastructure
flink
recommendation-systems
machine-learning
ml-platform
feature-store
model-serving
kafka
data-modeling
40 min
Function Calling for LLMs: RAG without a Vector Database
MLOps World - MLOps World & Generative AI World 2024
Jim Dowling
feature-store
llm
rag
function-calling
vector-database
ai
data-modeling
natural-language-processing
retrieval-augmented-generation
api
machine-learning