Future of LLMs and Machine Learning Productionization - Conf42 LLMs 2024

Explore the future of Large Language Models (LLMs) and machine learning productionization in this conference talk from Conf42 LLMs 2024. Delve into the evolution from traditional AI models to generative AI, examining key concepts like MLOps, PyTorch serving, and ChatGPT. Gain insights into the LangChain framework and its role in GenAI application development. Watch a practical LangChain demo and learn how to effectively deploy and productionize LLMs in real-world scenarios.

intro
preamble
future of llm deployment
traditional ai models in production
mlops
pytorch serving - ml models
chatgpt 4
traditional ml to generative ai
langchain
parts of langchain frameworks
genai application development with langchain
langchain demo