Semantic Search

Meronym is a linguistic relationship that exists between two words when one word is a part or a member of the other. In this relationship, the part is called the meronym, and the whole is called the holonym. …

How to Use Vector Search Engines, NLP, and OpenAI’s CLIP in FiftyOne Have you ever wanted to find the images most similar to an image in your dataset? What if you haven’t picked out an illustrative image yet, but you can describe what you are looking for using natural language? …

Hypernyms and hyponyms are two important concepts in natural language processing (NLP) that help in understanding the relationships between words in a language. Hypernyms are words that represent a category or a general concept that other words can fall under. …

In recent years, semantic product search has been widely adopted in global e-commerce. However, many systems exhibit issues in understanding queries with unusual spelling variations. In this blogpost, we show you how Otto’s Team Turing has developed a new system that alleviates these problems. It is live and has lifted…

In general when performing Question Answering task , we can get answers pertaining to context in which the question was asked. However if we ask more advanced or specific questions to LLMs like COHERE xlarge or google/Flan-t5-xl, these models will not perform well. So in order to to accurately and…

…or how to use your clients’ words against them. Why semantic search? Transcription using ML is prone to errors. Using fuzzy semantic search it is possible to overcome those errors by ranking the search results by content relevance. …

In this tutorial, you will learn how to use Semantic Search API in 5 minutes using JavaScript. Eden AI provides an easy and developer-friendly API that allows you to search information into texts. ‍ What is Semantic Search? Semantic Search API uses Natural Language Processing (NLP) and Machine Learning techniques to understand the intent…

Keywords: Information Retrieval, Duplicate Detection, 1-NN, TF-IDF, Text Analysis. Bug reports are an important source of information for software developers. However, with the increasing amount of bug reports being filed, it can be difficult to find the information we need. Traditional keyword-based search engines can often return irrelevant results or…