AdalFlow is a framework designed to build and automatically optimize LLM workflows. It provides components for building chatbots, RAG systems, and agents with support for retrieval using FAISS and BM25, reranking, and auto-prompting optimization. The library includes tools for training and evaluating LLM applications, aiming to make the development process similar to PyTorch’s developer experience.