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Everything about Deepset
AI startup
deepset is an enterprise software vendor that provides developers with the tools to build production-ready Artificial Intelligence (AI) and natural language processing (NLP) systems, using architectures such as agents, retrieval augmented generation (RAG) and multimodal AI. It was founded in 2018 in Berlin by Milos Rusic, Malte Pietsch, and Timo Möller. deepset authored and maintains the open source software Haystack and its commercial SaaS and self-hosted offering, Haystack Enterprise Platform. Wikipedia →
🧠Start here: a 6-step reading path
- Read the overview: DeepsetA 5-minute orientation
- Read the landmark paper: DeepSet SimCLR: Self-supervised deep sets for improved pathology representation learningCited 12 times
- Go sideways: Iryna GurevychA closely related topic
- Go sideways: Prompt engineeringA closely related topic
đź“– Definitions
Adjective Alternative form of deep-set.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
DeepSet SimCLR: Self-supervised deep sets for improved pathology representation learning
AUTOMATED RESPONSE GENERATION SYSTEM USING GOOGLE FLAN-T5 AND DEEPSET ROBERTA FOR QUESTION ANSWERING
An Empirical Evaluation of Prompt Injection Detection and Refusal-Usefulness Tradeoffs Using the deepset/prompt-injections Dataset
đź“š Books worth reading
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đź”— Related topics
- Iryna Gurevych Iryna Gurevych (born 16 March 1976, in Vinnytsia, Ukraine) is a German computer scientist. She is professor at the Department of Computer Science of the…
- Prompt engineering Prompt engineering is the process of structuring natural language inputs (known as prompts) to produce specified outputs from a generative AI model. Context…
- BERT (language model) Bidirectional encoder representations from transformers (BERT) is a language model introduced in October 2018 by researchers at Google. It learns to represent…
- Question answering Question answering (QA) is a computer science discipline within the fields of information retrieval and natural language processing (NLP) that is concerned…
- Chris Callison-Burch Chris Callison-Burch is an American computer scientist and professor of computer and information science at the University of Pennsylvania (Penn), specializing…
- Context window The context window of a large language model (LLM) is the maximum number of tokens that can be used by the model at one time when generating an output…
- LLM-as-a-Judge LLM-as-a-Judge (also LLM-based evaluation or language model-based evaluation) is a technique in natural language processing in which a large language model…
- Natural language processing Natural language processing (NLP) is the processing of natural language information by a computer. NLP is a subfield of computer science and is closely…