The authors map the landscape of frameworks for abstracting interactions with and between large language models, and suggest two systems of organization for reasoning about the various approaches to, and philosophies of, LLM abstraction.
A step-by-step guide on deploying LlamaIndex RAGs to AWS ECS fargate
A deep dive into model quantization with GGUF and llama.cpp and model evaluation with LlamaIndex
open-source LLM tools offer transparency, flexibility, cost-effectiveness, and heightened data security.