Serving GenAI Workloads At Scale With LitServe
41 min

Serving GenAI Workloads At Scale With LitServe

MLOps World - MLOps World & Generative AI World 2024
Aniket Maurya
lit-serve pytorch-lightning api-serving dynamic-batching genai ai llm python autoscaling rag openai-api docker
Building Agentic and Multi-Agent Systems with LangGraph (Pt. 2)
59 min

Building Agentic and Multi-Agent Systems with LangGraph (Pt. 2)

MLOps World - MLOps World & Generative AI World 2024
Greg Loughnane Chris Alexiuk
react-pattern orchestration-tooling conditional-edges subgraphs langgraph langchain llm-applications agentic-systems multi-agent-systems rag function-calling state-management
Building Agentic and Multi-Agent Systems with LangGraph
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
A Data Scientist's Guide to Unit & End-to-End Testing
1h 23m

A Data Scientist's Guide to Unit & End-to-End Testing

MLOps World - MLOps World & Generative AI World 2024
Vatsal Patel
machine-learning mlops testing unit-testing end-to-end-testing test-driven-development ci-cd python pytest mocking dependency-injection
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
Measuring the Minds of Machines: Evaluating Generative AI Systems
30 min

Measuring the Minds of Machines: Evaluating Generative AI Systems

MLOps World - MLOps World & Generative AI World 2024
Jineet Doshi
generative-ai llm llm-ops human-evaluation llm-as-judge security rag agents tool-use
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
How to Run Your Own LLMs, From Silicon to Service
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
From Model to Production: A Unified Journey
28 min

From Model to Production: A Unified Journey

MLOps World - MLOps World & Generative AI World 2024
Yuval Fernbach
mlops machine-learning devops software-supply-chain generative-ai data-science deployment security vulnerability-management model-registry ci-cd containerization