Company
Date Published
Author
Andrey A.
Word count
1778
Language
English
Hacker News points
None

Summary

Semantic search is a technology that allows search engines to better understand user intent and provide more relevant results. It uses natural language processing (NLP) techniques and knowledge graphs to analyze the context of a query, rather than just relying on keyword-based matching. This enables search engines to handle unstructured textual data and match documents to queries based on semantics rather than lexical overlap. Semantic search can overcome the limits of traditional keyword-based approaches and improve informational search results. It is particularly useful for navigational search queries where the intent is to find a specific point or destination, but may not be sufficient for informational search queries where the intent is to access knowledge directly. The creation of semantic search engines like Haystack enables users to interact with enterprise knowledge in a more natural and flexible way, using conversational language and interfaces that are closer to virtual assistants.