{"id":246380,"date":"2026-05-15T03:54:00","date_gmt":"2026-05-15T07:54:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/05\/15\/hong-kongs-votee-ai-and-torontos-beever-ai-open-source-beever-atlas-turns-telegram-discord-mattermost-microsoft-teams-and-slack-chats-into-a-living-wiki-news\/"},"modified":"2026-05-15T04:40:08","modified_gmt":"2026-05-15T08:40:08","slug":"hong-kongs-votee-ai-and-torontos-beever-ai-open-source-beever-atlas-turns-telegram-discord-mattermost-microsoft-teams-and-slack-chats-into-a-living-wiki-news","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/05\/15\/hong-kongs-votee-ai-and-torontos-beever-ai-open-source-beever-atlas-turns-telegram-discord-mattermost-microsoft-teams-and-slack-chats-into-a-living-wiki-news\/","title":{"rendered":"Hong Kong’s Votee AI and Toronto’s Beever AI Open-Source Beever Atlas \u2014 Turns Telegram, Discord, Mattermost, Microsoft Teams and Slack Chats Into a Living Wiki | News"},"content":{"rendered":"

Hong Kong’s Votee AI and Toronto’s Beever AI Open-Source Beever Atlas \u2014 Turns Telegram, Discord, Mattermost, Microsoft Teams and Slack Chats Into a Living Wiki | News<\/a><\/p>\n

https:\/\/www.voiceofalexandria.com\/news\/national_business_news\/hong-kongs-votee-ai-and-torontos-beever-ai-open-source-beever-atlas-turns-telegram-discord\/article_40f1d1ca-6c72-578c-bda2-da0beb459342.html<\/a><\/p>\n

Publish Date: 2026-05-15 03:54:00<\/a><\/p>\n

Source Domain: www.voiceofalexandria.com<\/a><\/p>\n

Two editions of an open-source LLM Knowledge Base purpose-built for team chat \u2014 Open Source (Apache 2.0) for individuals \u00b7 Enterprise for teams. A searchable, citation-bearing memory layer answering OpenAI founding member Andrej Karpathy’s viral call for “an incredible new product.” OpenClaw and Hermes Agent integration shipping in Q2 2026.<\/p>\n

TORONTO, CANADA\/HONG KONG SAR – Media OutReach Newswire – 15 May 2026 – Hong Kong and Toronto-headquartered enterprise AI company Votee AI, together with its Toronto-based research lab Beever AI, today open-sourced Beever Atlas \u2014 an LLM Knowledge Base shipping in two editions: an Apache 2.0 Open Source Edition for individuals, and an Enterprise Edition for teams (banks, government agencies, and large organizations with high-security requirements). Beever Atlas automatically transforms personal and team chat across Telegram, Discord, Mattermost, Microsoft Teams, and Slack into a structured Neo4j knowledge graph, auto-generated wiki, and MCP-ready memory layer for any AI assistant.<\/p>\n

Hong Kong’s Votee AI and Toronto’s Beever AI Open-Source Beever Atlas \u2014 Turns Telegram, Discord, Mattermost, Microsoft Teams and Slack Chats Into a Living Wiki<\/p>\n

Votee AI (Votee Limited) is headquartered in Hong Kong and Toronto, with operations across Asia. Beever AI is its dedicated AI research lab based in Toronto.<\/p>\n

Answering a Viral Call from the AI Industry<\/p>\n

Andrej Karpathy \u2014 OpenAI founding member and former director of AI at Tesla \u2014 shared a viral post on X about “LLM Knowledge Bases” that drew tens of millions of impressions. Karpathy’s core argument: LLMs need structured, evolving knowledge \u2014 not just raw context windows or vector similarity search. He concluded with a direct call to the industry:<\/p>\n

“I think there is room here for an incredible new product instead of a hacky collection of scripts.”<\/p>\n

Beever Atlas…<\/p>\n

Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Hong Kong’s Votee AI and Toronto’s Beever AI Open-Source Beever Atlas \u2014 Turns Telegram, Discord,…<\/p>\n","protected":false},"author":1,"featured_media":246381,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/bloximages.newyork1.vip.townnews.com\/voiceofalexandria.com\/content\/tncms\/assets\/v3\/editorial\/c\/5b\/c5b90db7-c413-5d39-a8aa-cd22500c6ab7\/6a06d30955f64.image.jpg?crop=1024%2C538%2C0%2C72","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[17],"class_list":["post-246380","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-llm"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/246380"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=246380"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/246380\/revisions"}],"predecessor-version":[{"id":246382,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/246380\/revisions\/246382"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/246381"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=246380"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=246380"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=246380"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}