generative-ai

Building Generative AI Agents? A practical framework to choose your large language model

The article discusses the practical considerations for choosing large language models (LLMs) to build generative AI agents. It introduces the PACT framework, which emphasizes privacy, accuracy, cost, and time efficiency. The framework guides enterprise leaders in selecting the most suitable LLM for their projects, considering factors such as data sensitivity, accuracy requirements, cost-effectiveness, and hardware capabilities. It also recommends techniques like Retrieval Augmented Generation and fine-tuning to enhance performance.