As we launch the AI \u200b\u200breview site AICritique, our first feature will be on knowledge graphs, which have seen increasing standardization in recent years and a dramatic increase in the number of companies entering the field.<\/p>\n\n\n\n
Knowledge graphs (KGs) began to attract attention when Microsoft released GraphRAG on GitHub in July 2024 as a means of implementing RAG (Retrieval-Augmented Generation) to correct hallucination in LLMs (large-scale language models). However, a little research into knowledge graphs reveals that this technology is not something that just started recently; the standardization of the technology has progressed considerably, and a company called Neo4j has made great strides in the underlying graph database, with the number of companies entering the market approaching 100.<\/p>\n\n\n\n
First, let’s look at the players from here:<\/p>\n\n\n\n
Graph Database<\/a> <\/p>\n","protected":false},"excerpt":{"rendered":" As we launch the AI \u200b\u200breview site AICritique, our first feature will be on knowledge graphs, which have seen increasing standardization in recent years and a dramatic increase in the number of companies entering the field. Knowledge graphs (KGs) began…<\/p>\n","protected":false},"author":1,"featured_media":60,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-59","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledgegraph"],"_links":{"self":[{"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/posts\/59","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/comments?post=59"}],"version-history":[{"count":3,"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/posts\/59\/revisions"}],"predecessor-version":[{"id":197,"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/posts\/59\/revisions\/197"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/media\/60"}],"wp:attachment":[{"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/media?parent=59"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/categories?post=59"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aicritique.org\/us\/wp-json\/wp\/v2\/tags?post=59"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
Startups<\/a><\/p>\n\n\n\n