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Evaluating LLM-Judge Evaluations: Best Practices
30 min

Evaluating LLM-Judge Evaluations: Best Practices

MLOps World - MLOps World & Generative AI World 2024
Aishwarya Reganti
llm llm-evaluation generative-ai ai-collusion evaluation-metrics machine-learning mlops prompt-engineering large-language-models ai-bias
GenAI ROI: From Pilot to Profit
33 min

GenAI ROI: From Pilot to Profit

MLOps World - MLOps World & Generative AI World 2024
Ilyas Iyoob
generative-ai genai roi artificial-intelligence machine-learning mlops enterprise-ai pilot-paralysis scalability data-science business-intelligence
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
Building Multimodal LLMs for Product Taxonomy at Shopify
30 min

Building Multimodal LLMs for Product Taxonomy at Shopify

MLOps World - MLOps World & Generative AI World 2024
Kshetrajna Raghavan
llm multimodal-llm generative-ai machine-learning mlops production-ml shopify product-taxonomy data-modeling computer-vision natural-language-processing image-classification gcp hugging-face ray sky-pilot triton inference
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
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
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
Building GenAI Infrastructure
13 min

Building GenAI Infrastructure

MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
generative-ai genai ai-infrastructure mlops large-language-models llm ai-safety ai-reliability ai-governance ethical-ai monitoring validation
Finding the Hidden Drivers of AI Business Value
10 min

Finding the Hidden Drivers of AI Business Value

MLOps World - MLOps World & Generative AI World 2024
Jakob Frick
generative-ai ai-impact business-value mlops ml-in-production llm frameworks value-creation ai-products performance-optimization
Optimizing LLM Apps Through Usage: Implicit Feedback, Given Explicitly
12 min

Optimizing LLM Apps Through Usage: Implicit Feedback, Given Explicitly

MLOps World - MLOps World & Generative AI World 2024
Chinar Movsisyan
llm generative-ai mlops feedback-intelligence user-feedback data-analysis application-optimization implicit-feedback natural-language-processing ai-development
Nebuly's LLM User Feedback Loop
11 min

Nebuly's LLM User Feedback Loop

MLOps World - MLOps World & Generative AI World 2024
Zunair Waseem
llm ai feedback-loop user-feedback mlops generative-ai conversational-ai product-improvement prompt-engineering python
10x Faster AI Evaluations to Ship AI Apps at Lightning Speed
8 min

10x Faster AI Evaluations to Ship AI Apps at Lightning Speed

MLOps World - MLOps World & Generative AI World 2024
Niklas Nielsen
ai generative-ai llm mlops subject-matter-expert auto-feedback latent-space-readout model-evaluation prompt-tuning fine-tuning
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