NeuML is the company behind txtai, an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. We are building a suite of applications to bridge the gap between research and production.
We also provide the following services around our stack to help jump start your machine learning journey. Contact us to learn more.
txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. Embeddings databases enable vector search over text, documents, audio, images and video. Workflows integrate large language model (LLM) prompt chains, summarization, transcription, translation and more to build intelligent applications.
txtai provides the following features.
paperai is a semantic search and workflow application for medical/scientific papers. Applications range from semantic search indexes that find matches for medical/scientific queries to full-fledged reporting applications powered by machine learning.
paperai and/or NeuML has been recognized in the following articles:
Semantic search is a new category of search built on recent advances in Natural Language Processing (NLP). Large-scale general language models have rapidly pushed the field forward in ways unimaginable only a few years ago. This article gives a brief overview of semantic search and how it contrasts with keyword search.
David Mezzetti founded NeuML to apply machine learning to solve everyday problems. He is leading the way in building open-source, easy-to-use, semantic search and workflow applications.
Dave previously co-founded and built Data Works from the ground up into a 50+ person well-respected software services company. In 2019, Data Works was acquired by E3/Sentinel.
Dave is also an active Medium contributor, his articles have been published with Towards Data Science and Better Programming.