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We're Doing RAG All Wrong—and How We Can Do So Much Better
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
From Paper to Production in 30 Minutes: Implementing code-less Gen AI Research
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
Building a Multimodal RAG: A Step-by-Step Guide
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
Driving GenAI Success in Production: Proven Approaches for Data Quality, Context, and Logging
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
Generative AI Infrastructure at Lyft
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
Building GenAI Powered Apps: A Workshop for Software Engineers
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
Toyota's Generative AI Journey
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
Building LLM-based Agents: How to develop smart NLP-driven apps with Haystack
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
Going Postel
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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