{"id":8017,"date":"2026-04-08T08:59:51","date_gmt":"2026-04-08T06:59:51","guid":{"rendered":"https:\/\/www.rawk.at\/?p=6173"},"modified":"2026-05-31T07:55:19","modified_gmt":"2026-05-31T07:55:19","slug":"arachne-autonomous-research-agent-cluster-with-hierarchical-navigation-engine","status":"publish","type":"post","link":"https:\/\/new.rawk.at\/?p=8017","title":{"rendered":"ARACHNE &#8211; Autonomous Research Agent Cluster with Hierarchical Navigation Engine"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8017\" class=\"elementor elementor-8017\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-d5a8707 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d5a8707\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-40b7ff7\" data-id=\"40b7ff7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a0a86f9 elementor-widget elementor-widget-text-editor\" data-id=\"a0a86f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Type:<\/strong> Software <br \/><strong>Status:<\/strong> POC<\/p><p><strong>Tech Stack: <\/strong>Python, FastAPI, Ollama, Playwright, ChromaDB (RAG), SQLite, React, WebSocket, Docker<\/p><p><strong>Problem Statement<\/strong><\/p><p>Manual research on complex, rapidly changing topics (crisis situations, markets, technology trends) is time-consuming, error-prone, and not scalable. Individual search engines only provide snapshots, not continuously updated, quality-assessed knowledge bases. Existing monitoring tools are limited to specific data sources and offer no intelligent filtering or deduplication.<\/p><p><strong>Description<\/strong><\/p><p>A distributed, AI-driven multi-agent research system that autonomously collects, evaluates, and builds structured knowledge from the web. A fast orchestrator model distributes research tasks to multiple autonomous browser agents that independently navigate websites, collect data, and evaluate it. A curator process filters, deduplicates, and builds a RAG knowledge base. Supports multi-topic management with endless mode for continuous monitoring (crises, stocks, Polymarket), anti-junk system with trust scores, blacklists, and fingerprinting, plus a real-time dashboard with WebSocket events.<\/p><p><strong>Use Case<\/strong><\/p><p><em>A team of AI assistants that search the internet around the clock and summarize the most important information on a topic.<br \/><\/em><\/p><p><strong>Link: <\/strong><a href=\"https:\/\/github.com\/rawk7000\/Arachne\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/rawk7000\/Arachne<\/a> (private repo)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6520b1 elementor-widget elementor-widget-gallery\" data-id=\"c6520b1\" data-element_type=\"widget\" data-e-type=\"widget\" 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data-settings=\"{&quot;columns&quot;:2,&quot;lazyload&quot;:&quot;yes&quot;,&quot;gallery_layout&quot;:&quot;grid&quot;,&quot;columns_tablet&quot;:2,&quot;columns_mobile&quot;:1,&quot;gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;link_to&quot;:&quot;file&quot;,&quot;aspect_ratio&quot;:&quot;3:2&quot;,&quot;overlay_background&quot;:&quot;yes&quot;,&quot;content_hover_animation&quot;:&quot;fade-in&quot;}\" data-widget_type=\"gallery.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-gallery__container\">\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Type: Software Status: POC Tech Stack: Python, FastAPI, Ollama, Playwright, ChromaDB (RAG), SQLite, React, WebSocket, Docker Problem Statement Manual research on complex, rapidly changing topics (crisis situations, markets, technology trends) is time-consuming, error-prone, and not scalable. Individual search engines only provide snapshots, not continuously updated, quality-assessed knowledge bases. Existing monitoring tools are limited to specific [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":8467,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-8017","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects"],"_links":{"self":[{"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/posts\/8017","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/new.rawk.at\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8017"}],"version-history":[{"count":4,"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/posts\/8017\/revisions"}],"predecessor-version":[{"id":8501,"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/posts\/8017\/revisions\/8501"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/media\/8467"}],"wp:attachment":[{"href":"https:\/\/new.rawk.at\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8017"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/new.rawk.at\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8017"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/new.rawk.at\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8017"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}