Haystack is an open-source framework for building question-answering systems.LangChain simplifies working with large language models and integrating external data sources.LlamaIndex connects language models with external knowledge bases for more contextual responses.Hugging Face Transformers offers pre-trained models and an easy-to-use API for NLP tasks.