Haystack by Deepset

Haystack is a powerful open-source framework developed by Deepset for building modern search and question-answering systems. The underlying technology leverages advanced artificial intelligence (AI) techniques to understand search queries' context and deliver highly relevant results. It primarily uses AI transformers and extracts answers from raw texts using powerful Neural Search and Natural Language Processing (NLP) models. Via the user-friendly APIs, scalable architecture, and flexible components, Haystack offers out-of-the-box functionalities to search and read databases, papers, and corporate files across multiple formats. By enabling semantic search, this technology aims to revolutionize text-based search systems, surpassing traditional keyword-based methods, leading to enhanced user experience, and creating enormous business value by revealing crucial insights from unstructured data.