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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
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
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
Future of Multimodal AI
5 min

Future of Multimodal AI

MLOps World - MLOps World & Generative AI World 2024
Nikita Namjoshi
multimodal-ai generative-ai google-cloud ai-reasoning large-language-models llm large-context-windows caching api transformer-models mlops
Code Smarter, Not Harder: Generative AI in the Software Development Lifecycle
30 min

Code Smarter, Not Harder: Generative AI in the Software Development Lifecycle

MLOps World - MLOps World & Generative AI World 2024
Keri Olsen
generative-ai ai-coding-assistants software-development-lifecycle sdlc ibm-watsonx-code-assistant code-generation code-explanation test-case-generation application-modernization java python go c javascript typescript cobol automation mlops
Building Composite LLM Systems
30 min

Building Composite LLM Systems

MLOps World - MLOps World & Generative AI World 2024
Urmish Thakker
llm large-language-models open-source artificial-intelligence machine-learning ensemble-methods model-specialization nlp generative-ai mlops inference training
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
Creating our own Private OpenAI API
29 min

Creating our own Private OpenAI API

MLOps World - MLOps World & Generative AI World 2024
Meryem Arik Hannes Hapke
large-language-models llms private-api openai-api self-hosting mlops generative-ai inference-optimization quantization gpu-utilization api-gateway kubernetes
Investigating the Evolution of Evaluation from Model Training to GenAI Inference
39 min

Investigating the Evolution of Evaluation from Model Training to GenAI Inference

MLOps World - MLOps World & Generative AI World 2024
Anish Shah
generative-ai large-language-models llm evaluation-metrics model-training fine-tuning ai-ethics bias-detection toxicity-detection natural-language-processing machine-learning
AI as the Ultimate Inventor
42 min

AI as the Ultimate Inventor

MLOps World - MLOps World & Generative AI World 2024
Jepson Taylor
artificial-intelligence generative-ai machine-learning mlops reinforcement-learning algorithm-design deep-learning llm automation ai-research
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