LLMs Alone Do Not Solve Business Problems
27 min

LLMs Alone Do Not Solve Business Problems

MLOps World - MLOps World & Generative AI World 2024
Marinela Profi
generative-ai llms ai data-readiness data-quality nlp synthetic-data risk-management governance technical-debt machine-learning
A Practical Guide to Efficient AI
30 min

A Practical Guide to Efficient AI

MLOps World - MLOps World & Generative AI World 2024
Shelby Heinecke
ai artificial-intelligence machine-learning llm large-language-models model-optimization quantization small-language-models function-calling prompt-engineering inference model-efficiency
AutoGen: Enabling Next Gen AI Applications via Multi Agent Conversation
29 min

AutoGen: Enabling Next Gen AI Applications via Multi Agent Conversation

MLOps World - MLOps World & Generative AI World 2024
Qingyun Wu
ai generative-ai multi-agent-systems conversational-ai ai-agents llm large-language-models frameworks programming-framework python machine-learning mlops
Code Generation Agents: Architecture, Data Modeling Challenges, and Production-Ready Considerations
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
Create Evidence-Based AI Features
28 min

Create Evidence-Based AI Features

MLOps World - MLOps World & Generative AI World 2024
Connor Joyce
ai generative-ai product-management user-research feature-development mlops machine-learning behavior-change data-driven-decisions
Build Multi-Agent Architectures
1h 40m

Build Multi-Agent Architectures

MLOps World - MLOps World & Generative AI World 2024
Pablo Salvador Lopez
multi-agent-systems ai llm llm-ops autogen semantic-kernel agent-architecture mlops generative-ai orchestration python
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
Building with Mistral AI
29 min

Building with Mistral AI

MLOps World - MLOps World & Generative AI World 2024
Sophia Yang
ai mistral-ai large-language-models llm multimodal-models open-source-ai fine-tuning ai-agents function-calling generative-ai mlops developer-relations
Fast and Reproducible: Taming AI/ML Dependencies
30 min

Fast and Reproducible: Taming AI/ML Dependencies

MLOps World - MLOps World & Generative AI World 2024
Savin Goyal
mlops ai ml dependency-management python conda pip docker reproducibility metaflow data-science ml-stack
Large Language Model Training and Serving at LinkedIn
24 min

Large Language Model Training and Serving at LinkedIn

MLOps World - MLOps World & Generative AI World 2024
Dre Olgiati
llm large-language-models ai machine-learning mlops training gpu kubernetes python tensorflow pytorch kernels optimization memory-management transformer
Revolutionizing Cloud Storage: From Petabytes to Intelligence
17 min

Revolutionizing Cloud Storage: From Petabytes to Intelligence

MLOps World - MLOps World & Generative AI World 2024
Vinit Dhatrak
cloud-storage data-growth cloud-platforms azure ai machine-learning data-management distributed-systems microservices rest-apis scalability cost-efficiency
Evolving with AI: Insights from Nylas' Generative AI Journey
31 min

Evolving with AI: Insights from Nylas' Generative AI Journey

MLOps World - MLOps World & Generative AI World 2024
Nadia Rauch
generative-ai ai machine-learning llm large-language-models nylas automation developer-workflow api-development data-annotation model-deployment python