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5 min
We're Doing RAG All Wrong—and How We Can Do So Much Better
MLOps World - MLOps World & Generative AI World 2024
Simba Khadder
rag
llms
embeddings
vector-database
retrieval-augmented-generation
ai
machine-learning
prompt-engineering
natural-language-processing
feature-stores
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
1h 5m
Building a Multimodal RAG: A Step-by-Step Guide
MLOps World - MLOps World & Generative AI World 2024
Ivan Nardini
Holt Skinner
rag
gemini
vertex-ai
generative-ai
llm
multimodal-ai
ai-ml
google-cloud
embeddings
vector-database
data-processing
python
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
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
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
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
36 min
Building LLM-based Agents: How to develop smart NLP-driven apps with Haystack
PyCon - PyCon US 2023
Tuana Celik
llm
agents
nlp
haystack
python
generative-ai
prompt-engineering
rag
retrieval-augmented-generation
developer-advocacy
27 min
Going Postel
RubyConf - RubyConf 2024
Scott Werner
ruby
llm
generative-ai
postells-law
postells-principle
duck-typing
metaprogramming
dynamic-dispatch
reflection
test-driven-development
tdd
rag
few-shot-prompting
code-generation
ruby-on-rails
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