Haystack overview

Open-source NLP framework by deepset for building production-grade RAG pipelines, semantic search, and question answering systems. Provides a composable pipeline architecture with components for document preprocessing, embedding, retrieval (dense, sparse, hybrid), re-ranking, and generation. Supports multiple LLM and vector store backends. Pipeline-as-code design with YAML serialization for reproducibility and deployment.