[{"data":1,"prerenderedAt":2329},["ShallowReactive",2],{"navigation_docs":3,"-docs-reference-search":968,"-docs-reference-search-surround":2324},[4,27,63,129,287,311,893,902,950,964],{"title":5,"path":6,"stem":7,"children":8,"order":10,"icon":11},"Overview","\u002Fdocs\u002Foverview","docs\u002F1.overview\u002Findex",[9,12,18,24],{"title":5,"path":6,"stem":7,"order":10,"icon":11},1,"i-lucide-info",{"title":13,"path":14,"stem":15,"order":16,"icon":17},"Getting Started","\u002Fdocs\u002Foverview\u002Fgetting-started","docs\u002F1.overview\u002F2.getting-started",2,"i-lucide-rocket",{"title":19,"path":20,"stem":21,"order":22,"icon":23},"Contributing","\u002Fdocs\u002Foverview\u002Fcontributing","docs\u002F1.overview\u002F3.contributing",3,"i-lucide-heart",{"title":5,"path":25,"stem":26,"order":10},"\u002Fdocs\u002Foverview\u002F_dir","docs\u002F1.overview\u002F_dir",{"title":28,"path":29,"stem":30,"children":31,"page":62},"Concepts","\u002Fdocs\u002Fconcepts","docs\u002F2.concepts",[32,37,42,47,53,59],{"title":33,"path":34,"stem":35,"order":10,"icon":36},"Events","\u002Fdocs\u002Fconcepts\u002Fevents","docs\u002F2.concepts\u002F1.events","i-lucide-zap",{"title":38,"path":39,"stem":40,"order":16,"icon":41},"Transports","\u002Fdocs\u002Fconcepts\u002Ftransports","docs\u002F2.concepts\u002F2.transports","i-lucide-network",{"title":43,"path":44,"stem":45,"order":22,"icon":46},"Module System","\u002Fdocs\u002Fconcepts\u002Fmodules","docs\u002F2.concepts\u002F3.modules","i-lucide-puzzle",{"title":48,"path":49,"stem":50,"order":51,"icon":52},"Flows","\u002Fdocs\u002Fconcepts\u002Fflows","docs\u002F2.concepts\u002F4.flows",4,"i-lucide-workflow",{"title":54,"path":55,"stem":56,"order":57,"icon":58},"Scheduler","\u002Fdocs\u002Fconcepts\u002Fscheduler","docs\u002F2.concepts\u002F5.scheduler",5,"i-lucide-clock",{"title":28,"path":60,"stem":61,"order":16},"\u002Fdocs\u002Fconcepts\u002F_dir","docs\u002F2.concepts\u002F_dir",false,{"title":64,"path":65,"stem":66,"children":67,"page":62},"Guides","\u002Fdocs\u002Fguides","docs\u002F3.guides",[68,73,77,81,85,89,93,98,104,110,116,122,126],{"title":69,"path":70,"stem":71,"order":10,"icon":72},"Creating a Go App","\u002Fdocs\u002Fguides\u002Fcreating-go-app","docs\u002F3.guides\u002F1.creating-go-app","i-lucide-terminal",{"title":74,"path":75,"stem":76},"E2E tests & demo videos","\u002Fdocs\u002Fguides\u002Fe2e-and-demo-videos","docs\u002F3.guides\u002F10.e2e-and-demo-videos",{"title":78,"path":79,"stem":80,"icon":17},"Deploying to production","\u002Fdocs\u002Fguides\u002Fdeploying-to-production","docs\u002F3.guides\u002F11.deploying-to-production",{"title":82,"path":83,"stem":84,"order":16,"icon":46},"Creating a Go Module","\u002Fdocs\u002Fguides\u002Fcreating-go-module","docs\u002F3.guides\u002F2.creating-go-module",{"title":86,"path":87,"stem":88,"order":22,"icon":36},"Adding Events","\u002Fdocs\u002Fguides\u002Fadding-events-to-go-module","docs\u002F3.guides\u002F3.adding-events-to-go-module",{"title":90,"path":91,"stem":92,"order":51,"icon":52},"FlowDSL to Service","\u002Fdocs\u002Fguides\u002Fflowdsl-to-redelay","docs\u002F3.guides\u002F4.flowdsl-to-redelay",{"title":94,"path":95,"stem":96,"order":57,"icon":97},"Choosing a Transport","\u002Fdocs\u002Fguides\u002Fchoosing-a-transport","docs\u002F3.guides\u002F5.choosing-a-transport","i-lucide-git-branch",{"title":99,"path":100,"stem":101,"order":102,"icon":103},"Module Browser (\u002Fmodules)","\u002Fdocs\u002Fguides\u002Fmodules-browser","docs\u002F3.guides\u002F6.modules-browser",6,"i-lucide-layout-dashboard",{"title":105,"path":106,"stem":107,"order":108,"icon":109},"Running Flows","\u002Fdocs\u002Fguides\u002Frunning-flows","docs\u002F3.guides\u002F7.running-flows",7,"i-lucide-play-circle",{"title":111,"path":112,"stem":113,"order":114,"icon":115},"Trace + Live Observability","\u002Fdocs\u002Fguides\u002Fobservability","docs\u002F3.guides\u002F8.observability",8,"i-lucide-activity",{"title":117,"path":118,"stem":119,"order":120,"icon":121},"Project AI Assistant","\u002Fdocs\u002Fguides\u002Fai-assistant","docs\u002F3.guides\u002F9.ai-assistant",9,"i-lucide-sparkles",{"title":123,"path":124,"stem":125},"Debug taps — trace live data through any node","\u002Fdocs\u002Fguides\u002Fdebug-taps","docs\u002F3.guides\u002F9.debug-taps",{"title":64,"path":127,"stem":128,"order":22},"\u002Fdocs\u002Fguides\u002F_dir","docs\u002F3.guides\u002F_dir",{"title":130,"path":131,"stem":132,"children":133,"page":62},"Reference","\u002Fdocs\u002Freference","docs\u002F4.reference",[134,139,143,148,153,158,163,168,172,177,182,187,193,199,205,210,215,219,225,230,236,242,247,253,259,263,267,273,278,284],{"title":135,"path":136,"stem":137,"order":10,"icon":138},"Go Framework","\u002Fdocs\u002Freference\u002Fgo-framework","docs\u002F4.reference\u002F01.go-framework","i-simple-icons-go",{"title":140,"path":141,"stem":142,"order":16,"icon":46},"Built-in Modules","\u002Fdocs\u002Freference\u002Fgo-modules","docs\u002F4.reference\u002F02.go-modules",{"title":144,"path":145,"stem":146,"order":22,"icon":147},"Domain Addon Modules","\u002Fdocs\u002Freference\u002Fgo-modules-addons","docs\u002F4.reference\u002F03.go-modules-addons","i-lucide-blocks",{"title":149,"path":150,"stem":151,"order":51,"icon":152},"Go Events","\u002Fdocs\u002Freference\u002Fgo-events","docs\u002F4.reference\u002F04.go-events","i-lucide-radio",{"title":154,"path":155,"stem":156,"order":57,"icon":157},"Email Module","\u002Fdocs\u002Freference\u002Fgo-module-email","docs\u002F4.reference\u002F05.go-module-email","i-lucide-mail",{"title":159,"path":160,"stem":161,"order":102,"icon":162},"Go Core & IR","\u002Fdocs\u002Freference\u002Fgo-core","docs\u002F4.reference\u002F06.go-core","i-lucide-cpu",{"title":164,"path":165,"stem":166,"order":108,"icon":167},"Module Definition Files","\u002Fdocs\u002Freference\u002Fgo-module-files","docs\u002F4.reference\u002F07.go-module-files","i-lucide-file-code",{"title":169,"path":170,"stem":171,"order":114,"icon":72},"CLI Reference","\u002Fdocs\u002Freference\u002Fgo-cli","docs\u002F4.reference\u002F08.go-cli",{"title":173,"path":174,"stem":175,"order":120,"icon":176},"Go Formats","\u002Fdocs\u002Freference\u002Fgo-formats","docs\u002F4.reference\u002F09.go-formats","i-lucide-file-json",{"title":178,"path":179,"stem":180,"order":181,"icon":152},"AsyncAPI Module","\u002Fdocs\u002Freference\u002Fgo-asyncapi","docs\u002F4.reference\u002F10.go-asyncapi",10,{"title":183,"path":184,"stem":185,"order":186,"icon":52},"Go FlowDSL","\u002Fdocs\u002Freference\u002Fgo-flowdsl","docs\u002F4.reference\u002F11.go-flowdsl",11,{"title":188,"path":189,"stem":190,"order":191,"icon":192},"FlowDSL Examples","\u002Fdocs\u002Freference\u002Fflowdsl-examples","docs\u002F4.reference\u002F12.flowdsl-examples",12,"i-lucide-file-code-2",{"title":194,"path":195,"stem":196,"order":197,"icon":198},"FlowDSL Sync","\u002Fdocs\u002Freference\u002Fflowdsl-sync","docs\u002F4.reference\u002F13.flowdsl-sync",13,"i-lucide-refresh-cw",{"title":200,"path":201,"stem":202,"order":203,"icon":204},"Node.js Framework","\u002Fdocs\u002Freference\u002Fjs-framework","docs\u002F4.reference\u002F14.js-framework",14,"i-simple-icons-nodedotjs",{"title":206,"path":207,"stem":208,"order":203,"icon":209},"Python Framework","\u002Fdocs\u002Freference\u002Fpy-framework","docs\u002F4.reference\u002F14.py-framework","i-simple-icons-python",{"title":211,"path":212,"stem":213,"order":214,"icon":204},"Node.js Events","\u002Fdocs\u002Freference\u002Fjs-events","docs\u002F4.reference\u002F15.js-events",15,{"title":216,"path":217,"stem":218,"order":214,"icon":209},"Python Events","\u002Fdocs\u002Freference\u002Fpy-events","docs\u002F4.reference\u002F15.py-events",{"title":220,"path":221,"stem":222,"order":223,"icon":224},"go-ai — LLM Providers, Guard, Ledger","\u002Fdocs\u002Freference\u002Fgo-ai","docs\u002F4.reference\u002F16.go-ai",16,"i-lucide-brain-circuit",{"title":226,"path":227,"stem":228,"order":229,"icon":41},"Infrastructure Modules","\u002Fdocs\u002Freference\u002Fgeneric-infra-modules","docs\u002F4.reference\u002F17.generic-infra-modules",17,{"title":231,"path":232,"stem":233,"order":234,"icon":235},"Flow Templates","\u002Fdocs\u002Freference\u002Fflow-templates","docs\u002F4.reference\u002F18.flow-templates",18,"i-lucide-library-big",{"title":237,"path":238,"stem":239,"order":240,"icon":241},"Assistant (chat + handoff)","\u002Fdocs\u002Freference\u002Fassistant","docs\u002F4.reference\u002F19.assistant",19,"i-lucide-messages-square",{"title":243,"path":244,"stem":245,"order":246,"icon":41},"Coordination","\u002Fdocs\u002Freference\u002Fcoordination","docs\u002F4.reference\u002F20.coordination",20,{"title":248,"path":249,"stem":250,"order":251,"icon":252},"Search (vector)","\u002Fdocs\u002Freference\u002Fsearch","docs\u002F4.reference\u002F21.search",21,"i-lucide-search",{"title":254,"path":255,"stem":256,"order":257,"icon":258},"Profiles","\u002Fdocs\u002Freference\u002Fprofiles","docs\u002F4.reference\u002F22.profiles",22,"i-lucide-bookmark",{"title":260,"path":261,"stem":262},"Flow-driven HTTP endpoints","\u002Fdocs\u002Freference\u002Fflow-driven-endpoints","docs\u002F4.reference\u002F23.flow-driven-endpoints",{"title":264,"path":265,"stem":266},"Deployments","\u002Fdocs\u002Freference\u002Fdeployments","docs\u002F4.reference\u002F24.deployments",{"title":268,"path":269,"stem":270,"order":271,"icon":272},"i18n (translations)","\u002Fdocs\u002Freference\u002Fi18n","docs\u002F4.reference\u002F25.i18n",25,"i-lucide-languages",{"title":274,"path":275,"stem":276,"order":277,"icon":152},"WebSockets","\u002Fdocs\u002Freference\u002Fwebsockets","docs\u002F4.reference\u002F26.websockets",26,{"title":279,"path":280,"stem":281,"order":282,"icon":283},"Localized content","\u002Fdocs\u002Freference\u002Flocalized-content","docs\u002F4.reference\u002F27.localized-content",27,"i-lucide-file-text",{"title":130,"path":285,"stem":286,"order":51},"\u002Fdocs\u002Freference\u002F_dir","docs\u002F4.reference\u002F_dir",{"title":288,"path":289,"stem":290,"children":291,"page":62},"Integrations","\u002Fdocs\u002Fintegrations","docs\u002F5.integrations",[292,296,300,304,308],{"title":293,"path":294,"stem":295,"order":10,"icon":52},"FlowDSL","\u002Fdocs\u002Fintegrations\u002Fflowdsl","docs\u002F5.integrations\u002F1.flowdsl",{"title":297,"path":298,"stem":299,"order":16,"icon":283},"OpenAPI","\u002Fdocs\u002Fintegrations\u002Fopenapi","docs\u002F5.integrations\u002F2.openapi",{"title":301,"path":302,"stem":303,"order":22,"icon":152},"AsyncAPI","\u002Fdocs\u002Fintegrations\u002Fasyncapi","docs\u002F5.integrations\u002F3.asyncapi",{"title":305,"path":306,"stem":307},"MCP Integration","\u002Fdocs\u002Fintegrations\u002Fmcp","docs\u002F5.integrations\u002F4.mcp",{"title":288,"path":309,"stem":310,"order":57},"\u002Fdocs\u002Fintegrations\u002F_dir","docs\u002F5.integrations\u002F_dir",{"title":312,"path":313,"stem":314,"children":315},"FlowDSL Node Catalog","\u002Fdocs\u002Fnodes","docs\u002F5.nodes\u002Findex",[316,317,321,325,329,333,337,341,345,349,353,357,361,365,369,373,377,381,385,389,393,397,401,405,409,413,417,421,425,429,433,437,441,445,449,453,457,461,465,469,473,477,481,485,489,493,497,501,505,509,513,517,521,525,529,533,537,541,545,549,553,557,561,565,569,573,577,581,585,589,593,597,601,605,609,613,617,621,625,629,633,637,641,645,649,653,657,661,665,669,673,677,681,685,689,693,697,701,705,709,713,717,721,725,729,733,737,741,745,749,753,757,761,765,769,773,777,781,785,789,793,797,801,805,809,813,817,821,825,829,833,837,841,845,849,853,857,861,865,869,873,877,881,885,889],{"title":312,"path":313,"stem":314},{"title":318,"path":319,"stem":320,"order":57},"Node Catalog","\u002Fdocs\u002Fnodes\u002F_dir","docs\u002F5.nodes\u002F_dir",{"title":322,"path":323,"stem":324},"Record Alert","\u002Fdocs\u002Fnodes\u002Falerts_record","docs\u002F5.nodes\u002Falerts_record",{"title":326,"path":327,"stem":328},"Log to API Log","\u002Fdocs\u002Fnodes\u002Fapilog_record","docs\u002F5.nodes\u002Fapilog_record",{"title":330,"path":331,"stem":332},"ClickHouse Exec","\u002Fdocs\u002Fnodes\u002Fclickhouse_exec","docs\u002F5.nodes\u002Fclickhouse_exec",{"title":334,"path":335,"stem":336},"ClickHouse Insert","\u002Fdocs\u002Fnodes\u002Fclickhouse_insert","docs\u002F5.nodes\u002Fclickhouse_insert",{"title":338,"path":339,"stem":340},"ClickHouse Query","\u002Fdocs\u002Fnodes\u002Fclickhouse_query","docs\u002F5.nodes\u002Fclickhouse_query",{"title":342,"path":343,"stem":344},"Array Op","\u002Fdocs\u002Fnodes\u002Fcore_array-ops","docs\u002F5.nodes\u002Fcore_array-ops",{"title":346,"path":347,"stem":348},"Assert","\u002Fdocs\u002Fnodes\u002Fcore_assert","docs\u002F5.nodes\u002Fcore_assert",{"title":350,"path":351,"stem":352},"Audit Emit","\u002Fdocs\u002Fnodes\u002Fcore_audit-emit","docs\u002F5.nodes\u002Fcore_audit-emit",{"title":354,"path":355,"stem":356},"Catch","\u002Fdocs\u002Fnodes\u002Fcore_catch","docs\u002F5.nodes\u002Fcore_catch",{"title":358,"path":359,"stem":360},"DateTime","\u002Fdocs\u002Fnodes\u002Fcore_datetime","docs\u002F5.nodes\u002Fcore_datetime",{"title":362,"path":363,"stem":364},"Dead Letter","\u002Fdocs\u002Fnodes\u002Fcore_dead-letter","docs\u002F5.nodes\u002Fcore_dead-letter",{"title":366,"path":367,"stem":368},"Delay","\u002Fdocs\u002Fnodes\u002Fcore_delay","docs\u002F5.nodes\u002Fcore_delay",{"title":370,"path":371,"stem":372},"ForEach","\u002Fdocs\u002Fnodes\u002Fcore_foreach","docs\u002F5.nodes\u002Fcore_foreach",{"title":374,"path":375,"stem":376},"Idempotency Key","\u002Fdocs\u002Fnodes\u002Fcore_idempotency-key","docs\u002F5.nodes\u002Fcore_idempotency-key",{"title":378,"path":379,"stem":380},"If","\u002Fdocs\u002Fnodes\u002Fcore_if","docs\u002F5.nodes\u002Fcore_if",{"title":382,"path":383,"stem":384},"Inspect","\u002Fdocs\u002Fnodes\u002Fcore_inspect","docs\u002F5.nodes\u002Fcore_inspect",{"title":386,"path":387,"stem":388},"JSON Merge","\u002Fdocs\u002Fnodes\u002Fcore_json-merge","docs\u002F5.nodes\u002Fcore_json-merge",{"title":390,"path":391,"stem":392},"JSON Schema Validate","\u002Fdocs\u002Fnodes\u002Fcore_json-schema-validate","docs\u002F5.nodes\u002Fcore_json-schema-validate",{"title":394,"path":395,"stem":396},"JSONPath Extract","\u002Fdocs\u002Fnodes\u002Fcore_jsonpath-extract","docs\u002F5.nodes\u002Fcore_jsonpath-extract",{"title":398,"path":399,"stem":400},"Log","\u002Fdocs\u002Fnodes\u002Fcore_log","docs\u002F5.nodes\u002Fcore_log",{"title":402,"path":403,"stem":404},"Math","\u002Fdocs\u002Fnodes\u002Fcore_math","docs\u002F5.nodes\u002Fcore_math",{"title":406,"path":407,"stem":408},"Merge","\u002Fdocs\u002Fnodes\u002Fcore_merge","docs\u002F5.nodes\u002Fcore_merge",{"title":410,"path":411,"stem":412},"Metric Counter","\u002Fdocs\u002Fnodes\u002Fcore_metric-counter","docs\u002F5.nodes\u002Fcore_metric-counter",{"title":414,"path":415,"stem":416},"Metric Gauge","\u002Fdocs\u002Fnodes\u002Fcore_metric-gauge","docs\u002F5.nodes\u002Fcore_metric-gauge",{"title":418,"path":419,"stem":420},"Mock","\u002Fdocs\u002Fnodes\u002Fcore_mock","docs\u002F5.nodes\u002Fcore_mock",{"title":422,"path":423,"stem":424},"No-op","\u002Fdocs\u002Fnodes\u002Fcore_noop","docs\u002F5.nodes\u002Fcore_noop",{"title":426,"path":427,"stem":428},"Object Omit","\u002Fdocs\u002Fnodes\u002Fcore_object-omit","docs\u002F5.nodes\u002Fcore_object-omit",{"title":430,"path":431,"stem":432},"Object Pick","\u002Fdocs\u002Fnodes\u002Fcore_object-pick","docs\u002F5.nodes\u002Fcore_object-pick",{"title":434,"path":435,"stem":436},"Parallel Fan-Out","\u002Fdocs\u002Fnodes\u002Fcore_parallel","docs\u002F5.nodes\u002Fcore_parallel",{"title":438,"path":439,"stem":440},"Raise","\u002Fdocs\u002Fnodes\u002Fcore_raise","docs\u002F5.nodes\u002Fcore_raise",{"title":442,"path":443,"stem":444},"Rate Limit Check","\u002Fdocs\u002Fnodes\u002Fcore_rate-limit-check","docs\u002F5.nodes\u002Fcore_rate-limit-check",{"title":446,"path":447,"stem":448},"Regex Extract","\u002Fdocs\u002Fnodes\u002Fcore_regex-extract","docs\u002F5.nodes\u002Fcore_regex-extract",{"title":450,"path":451,"stem":452},"Require Fields","\u002Fdocs\u002Fnodes\u002Fcore_require-fields","docs\u002F5.nodes\u002Fcore_require-fields",{"title":454,"path":455,"stem":456},"Rethrow","\u002Fdocs\u002Fnodes\u002Fcore_rethrow","docs\u002F5.nodes\u002Fcore_rethrow",{"title":458,"path":459,"stem":460},"Return","\u002Fdocs\u002Fnodes\u002Fcore_return","docs\u002F5.nodes\u002Fcore_return",{"title":462,"path":463,"stem":464},"HMAC Signature Verify","\u002Fdocs\u002Fnodes\u002Fcore_signature-verify","docs\u002F5.nodes\u002Fcore_signature-verify",{"title":466,"path":467,"stem":468},"String Op","\u002Fdocs\u002Fnodes\u002Fcore_string-ops","docs\u002F5.nodes\u002Fcore_string-ops",{"title":470,"path":471,"stem":472},"Subflow Invoke","\u002Fdocs\u002Fnodes\u002Fcore_subflow-invoke","docs\u002F5.nodes\u002Fcore_subflow-invoke",{"title":474,"path":475,"stem":476},"Switch","\u002Fdocs\u002Fnodes\u002Fcore_switch","docs\u002F5.nodes\u002Fcore_switch",{"title":478,"path":479,"stem":480},"Template Render","\u002Fdocs\u002Fnodes\u002Fcore_template-render","docs\u002F5.nodes\u002Fcore_template-render",{"title":482,"path":483,"stem":484},"Throttle","\u002Fdocs\u002Fnodes\u002Fcore_throttle","docs\u002F5.nodes\u002Fcore_throttle",{"title":486,"path":487,"stem":488},"Timeout","\u002Fdocs\u002Fnodes\u002Fcore_timeout","docs\u002F5.nodes\u002Fcore_timeout",{"title":490,"path":491,"stem":492},"Type Cast","\u002Fdocs\u002Fnodes\u002Fcore_type-cast","docs\u002F5.nodes\u002Fcore_type-cast",{"title":494,"path":495,"stem":496},"Webhook Respond","\u002Fdocs\u002Fnodes\u002Fcore_webhook-respond","docs\u002F5.nodes\u002Fcore_webhook-respond",{"title":498,"path":499,"stem":500},"File Delete","\u002Fdocs\u002Fnodes\u002Ffilesys_delete","docs\u002F5.nodes\u002Ffilesys_delete",{"title":502,"path":503,"stem":504},"Directory List","\u002Fdocs\u002Fnodes\u002Ffilesys_list","docs\u002F5.nodes\u002Ffilesys_list",{"title":506,"path":507,"stem":508},"File Read","\u002Fdocs\u002Fnodes\u002Ffilesys_read","docs\u002F5.nodes\u002Ffilesys_read",{"title":510,"path":511,"stem":512},"File Stat","\u002Fdocs\u002Fnodes\u002Ffilesys_stat","docs\u002F5.nodes\u002Ffilesys_stat",{"title":514,"path":515,"stem":516},"File Write","\u002Fdocs\u002Fnodes\u002Ffilesys_write","docs\u002F5.nodes\u002Ffilesys_write",{"title":518,"path":519,"stem":520},"FTP Delete","\u002Fdocs\u002Fnodes\u002Fftp_delete","docs\u002F5.nodes\u002Fftp_delete",{"title":522,"path":523,"stem":524},"FTP Download","\u002Fdocs\u002Fnodes\u002Fftp_download","docs\u002F5.nodes\u002Fftp_download",{"title":526,"path":527,"stem":528},"FTP List","\u002Fdocs\u002Fnodes\u002Fftp_list","docs\u002F5.nodes\u002Fftp_list",{"title":530,"path":531,"stem":532},"FTP Upload","\u002Fdocs\u002Fnodes\u002Fftp_upload","docs\u002F5.nodes\u002Fftp_upload",{"title":534,"path":535,"stem":536},"HTTP DELETE","\u002Fdocs\u002Fnodes\u002Fhttp_delete","docs\u002F5.nodes\u002Fhttp_delete",{"title":538,"path":539,"stem":540},"HTTP GET","\u002Fdocs\u002Fnodes\u002Fhttp_get","docs\u002F5.nodes\u002Fhttp_get",{"title":542,"path":543,"stem":544},"HTTP POST","\u002Fdocs\u002Fnodes\u002Fhttp_post","docs\u002F5.nodes\u002Fhttp_post",{"title":546,"path":547,"stem":548},"HTTP PUT","\u002Fdocs\u002Fnodes\u002Fhttp_put","docs\u002F5.nodes\u002Fhttp_put",{"title":550,"path":551,"stem":552},"HTTP Request","\u002Fdocs\u002Fnodes\u002Fhttp_request","docs\u002F5.nodes\u002Fhttp_request",{"title":554,"path":555,"stem":556},"Fill Translations","\u002Fdocs\u002Fnodes\u002Fi18n_fill-translations","docs\u002F5.nodes\u002Fi18n_fill-translations",{"title":558,"path":559,"stem":560},"Resolve Locale","\u002Fdocs\u002Fnodes\u002Fi18n_resolve-locale","docs\u002F5.nodes\u002Fi18n_resolve-locale",{"title":562,"path":563,"stem":564},"Translate","\u002Fdocs\u002Fnodes\u002Fi18n_translate","docs\u002F5.nodes\u002Fi18n_translate",{"title":566,"path":567,"stem":568},"Mongo AGGREGATE","\u002Fdocs\u002Fnodes\u002Fmongoops_aggregate","docs\u002F5.nodes\u002Fmongoops_aggregate",{"title":570,"path":571,"stem":572},"Mongo DELETE","\u002Fdocs\u002Fnodes\u002Fmongoops_delete","docs\u002F5.nodes\u002Fmongoops_delete",{"title":574,"path":575,"stem":576},"Mongo FIND","\u002Fdocs\u002Fnodes\u002Fmongoops_find","docs\u002F5.nodes\u002Fmongoops_find",{"title":578,"path":579,"stem":580},"Mongo FIND ONE","\u002Fdocs\u002Fnodes\u002Fmongoops_find-one","docs\u002F5.nodes\u002Fmongoops_find-one",{"title":582,"path":583,"stem":584},"Mongo INSERT","\u002Fdocs\u002Fnodes\u002Fmongoops_insert","docs\u002F5.nodes\u002Fmongoops_insert",{"title":586,"path":587,"stem":588},"Mongo UPDATE","\u002Fdocs\u002Fnodes\u002Fmongoops_update","docs\u002F5.nodes\u002Fmongoops_update",{"title":590,"path":591,"stem":592},"Postgres COPY FROM","\u002Fdocs\u002Fnodes\u002Fpostgres_copy-from","docs\u002F5.nodes\u002Fpostgres_copy-from",{"title":594,"path":595,"stem":596},"Postgres Exec","\u002Fdocs\u002Fnodes\u002Fpostgres_exec","docs\u002F5.nodes\u002Fpostgres_exec",{"title":598,"path":599,"stem":600},"Postgres Query","\u002Fdocs\u002Fnodes\u002Fpostgres_query","docs\u002F5.nodes\u002Fpostgres_query",{"title":602,"path":603,"stem":604},"Postgres Transaction","\u002Fdocs\u002Fnodes\u002Fpostgres_transaction","docs\u002F5.nodes\u002Fpostgres_transaction",{"title":606,"path":607,"stem":608},"RabbitMQ Consume","\u002Fdocs\u002Fnodes\u002Frabbitmq_consume","docs\u002F5.nodes\u002Frabbitmq_consume",{"title":610,"path":611,"stem":612},"RabbitMQ Declare","\u002Fdocs\u002Fnodes\u002Frabbitmq_declare","docs\u002F5.nodes\u002Frabbitmq_declare",{"title":614,"path":615,"stem":616},"RabbitMQ Publish","\u002Fdocs\u002Fnodes\u002Frabbitmq_publish","docs\u002F5.nodes\u002Frabbitmq_publish",{"title":618,"path":619,"stem":620},"Auth Login","\u002Fdocs\u002Fnodes\u002Fredelay_auth-login","docs\u002F5.nodes\u002Fredelay_auth-login",{"title":622,"path":623,"stem":624},"Require Permission","\u002Fdocs\u002Fnodes\u002Fredelay_auth-require-permission","docs\u002F5.nodes\u002Fredelay_auth-require-permission",{"title":626,"path":627,"stem":628},"Validate Token","\u002Fdocs\u002Fnodes\u002Fredelay_auth-validate-token","docs\u002F5.nodes\u002Fredelay_auth-validate-token",{"title":630,"path":631,"stem":632},"Render Email Template","\u002Fdocs\u002Fnodes\u002Fredelay_email-render-template","docs\u002F5.nodes\u002Fredelay_email-render-template",{"title":634,"path":635,"stem":636},"Send Email","\u002Fdocs\u002Fnodes\u002Fredelay_email-send","docs\u002F5.nodes\u002Fredelay_email-send",{"title":638,"path":639,"stem":640},"Send Templated Email","\u002Fdocs\u002Fnodes\u002Fredelay_email-send-templated","docs\u002F5.nodes\u002Fredelay_email-send-templated",{"title":642,"path":643,"stem":644},"Event Source","\u002Fdocs\u002Fnodes\u002Fredelay_event-source","docs\u002F5.nodes\u002Fredelay_event-source",{"title":646,"path":647,"stem":648},"Create Group","\u002Fdocs\u002Fnodes\u002Fredelay_groups-create-group","docs\u002F5.nodes\u002Fredelay_groups-create-group",{"title":650,"path":651,"stem":652},"Delete Group","\u002Fdocs\u002Fnodes\u002Fredelay_groups-delete-group","docs\u002F5.nodes\u002Fredelay_groups-delete-group",{"title":654,"path":655,"stem":656},"Resolve Permissions","\u002Fdocs\u002Fnodes\u002Fredelay_groups-resolve-permissions","docs\u002F5.nodes\u002Fredelay_groups-resolve-permissions",{"title":658,"path":659,"stem":660},"Update Group","\u002Fdocs\u002Fnodes\u002Fredelay_groups-update-group","docs\u002F5.nodes\u002Fredelay_groups-update-group",{"title":662,"path":663,"stem":664},"HTTP Endpoint","\u002Fdocs\u002Fnodes\u002Fredelay_http-endpoint","docs\u002F5.nodes\u002Fredelay_http-endpoint",{"title":666,"path":667,"stem":668},"JSON Stream Source","\u002Fdocs\u002Fnodes\u002Fredelay_json-stream-source","docs\u002F5.nodes\u002Fredelay_json-stream-source",{"title":670,"path":671,"stem":672},"JSON → Event","\u002Fdocs\u002Fnodes\u002Fredelay_json-to-event","docs\u002F5.nodes\u002Fredelay_json-to-event",{"title":674,"path":675,"stem":676},"Kafka Produce","\u002Fdocs\u002Fnodes\u002Fredelay_kafka-produce","docs\u002F5.nodes\u002Fredelay_kafka-produce",{"title":678,"path":679,"stem":680},"Create Short Link","\u002Fdocs\u002Fnodes\u002Fredelay_links-create","docs\u002F5.nodes\u002Fredelay_links-create",{"title":682,"path":683,"stem":684},"Delete Short Link","\u002Fdocs\u002Fnodes\u002Fredelay_links-delete","docs\u002F5.nodes\u002Fredelay_links-delete",{"title":686,"path":687,"stem":688},"Resolve Short Link","\u002Fdocs\u002Fnodes\u002Fredelay_links-resolve","docs\u002F5.nodes\u002Fredelay_links-resolve",{"title":690,"path":691,"stem":692},"LLM Chat","\u002Fdocs\u002Fnodes\u002Fredelay_llm-chat","docs\u002F5.nodes\u002Fredelay_llm-chat",{"title":694,"path":695,"stem":696},"LLM Embed","\u002Fdocs\u002Fnodes\u002Fredelay_llm-embed","docs\u002F5.nodes\u002Fredelay_llm-embed",{"title":698,"path":699,"stem":700},"LLM Guard","\u002Fdocs\u002Fnodes\u002Fredelay_llm-guard","docs\u002F5.nodes\u002Fredelay_llm-guard",{"title":702,"path":703,"stem":704},"LLM Tool Router","\u002Fdocs\u002Fnodes\u002Fredelay_llm-tool-router","docs\u002F5.nodes\u002Fredelay_llm-tool-router",{"title":706,"path":707,"stem":708},"NATS Publish","\u002Fdocs\u002Fnodes\u002Fredelay_nats-publish","docs\u002F5.nodes\u002Fredelay_nats-publish",{"title":710,"path":711,"stem":712},"Mark Notification Read","\u002Fdocs\u002Fnodes\u002Fredelay_notifications-mark-read","docs\u002F5.nodes\u002Fredelay_notifications-mark-read",{"title":714,"path":715,"stem":716},"Send Notification","\u002Fdocs\u002Fnodes\u002Fredelay_notifications-send","docs\u002F5.nodes\u002Fredelay_notifications-send",{"title":718,"path":719,"stem":720},"Redis Stream XADD","\u002Fdocs\u002Fnodes\u002Fredelay_redis-stream-publish","docs\u002F5.nodes\u002Fredelay_redis-stream-publish",{"title":722,"path":723,"stem":724},"S3 Copy Object","\u002Fdocs\u002Fnodes\u002Fredelay_s3-copy-object","docs\u002F5.nodes\u002Fredelay_s3-copy-object",{"title":726,"path":727,"stem":728},"S3 Delete Many","\u002Fdocs\u002Fnodes\u002Fredelay_s3-delete-many","docs\u002F5.nodes\u002Fredelay_s3-delete-many",{"title":730,"path":731,"stem":732},"S3 Head Object","\u002Fdocs\u002Fnodes\u002Fredelay_s3-head-object","docs\u002F5.nodes\u002Fredelay_s3-head-object",{"title":734,"path":735,"stem":736},"S3 List Objects","\u002Fdocs\u002Fnodes\u002Fredelay_s3-list-objects","docs\u002F5.nodes\u002Fredelay_s3-list-objects",{"title":738,"path":739,"stem":740},"Create Schedule","\u002Fdocs\u002Fnodes\u002Fredelay_scheduler-create-schedule","docs\u002F5.nodes\u002Fredelay_scheduler-create-schedule",{"title":742,"path":743,"stem":744},"Cron Trigger","\u002Fdocs\u002Fnodes\u002Fredelay_scheduler-cron-trigger","docs\u002F5.nodes\u002Fredelay_scheduler-cron-trigger",{"title":746,"path":747,"stem":748},"Delete Schedule","\u002Fdocs\u002Fnodes\u002Fredelay_scheduler-delete-schedule","docs\u002F5.nodes\u002Fredelay_scheduler-delete-schedule",{"title":750,"path":751,"stem":752},"Interval Trigger","\u002Fdocs\u002Fnodes\u002Fredelay_scheduler-interval-trigger","docs\u002F5.nodes\u002Fredelay_scheduler-interval-trigger",{"title":754,"path":755,"stem":756},"Search Query","\u002Fdocs\u002Fnodes\u002Fredelay_search-query","docs\u002F5.nodes\u002Fredelay_search-query",{"title":758,"path":759,"stem":760},"Search Upsert","\u002Fdocs\u002Fnodes\u002Fredelay_search-upsert","docs\u002F5.nodes\u002Fredelay_search-upsert",{"title":762,"path":763,"stem":764},"Delete Setting","\u002Fdocs\u002Fnodes\u002Fredelay_settings-delete","docs\u002F5.nodes\u002Fredelay_settings-delete",{"title":766,"path":767,"stem":768},"Get Setting","\u002Fdocs\u002Fnodes\u002Fredelay_settings-get","docs\u002F5.nodes\u002Fredelay_settings-get",{"title":770,"path":771,"stem":772},"Set Setting","\u002Fdocs\u002Fnodes\u002Fredelay_settings-set","docs\u002F5.nodes\u002Fredelay_settings-set",{"title":774,"path":775,"stem":776},"Delete File","\u002Fdocs\u002Fnodes\u002Fredelay_storage-delete","docs\u002F5.nodes\u002Fredelay_storage-delete",{"title":778,"path":779,"stem":780},"Download File","\u002Fdocs\u002Fnodes\u002Fredelay_storage-download","docs\u002F5.nodes\u002Fredelay_storage-download",{"title":782,"path":783,"stem":784},"Generate Presigned URL","\u002Fdocs\u002Fnodes\u002Fredelay_storage-presign-url","docs\u002F5.nodes\u002Fredelay_storage-presign-url",{"title":786,"path":787,"stem":788},"Upload File","\u002Fdocs\u002Fnodes\u002Fredelay_storage-upload","docs\u002F5.nodes\u002Fredelay_storage-upload",{"title":790,"path":791,"stem":792},"Subworkflow","\u002Fdocs\u002Fnodes\u002Fredelay_subworkflow","docs\u002F5.nodes\u002Fredelay_subworkflow",{"title":794,"path":795,"stem":796},"Activate User","\u002Fdocs\u002Fnodes\u002Fredelay_users-activate","docs\u002F5.nodes\u002Fredelay_users-activate",{"title":798,"path":799,"stem":800},"Create Pending User","\u002Fdocs\u002Fnodes\u002Fredelay_users-create-pending","docs\u002F5.nodes\u002Fredelay_users-create-pending",{"title":802,"path":803,"stem":804},"Create User","\u002Fdocs\u002Fnodes\u002Fredelay_users-create-user","docs\u002F5.nodes\u002Fredelay_users-create-user",{"title":806,"path":807,"stem":808},"Delete User","\u002Fdocs\u002Fnodes\u002Fredelay_users-delete-user","docs\u002F5.nodes\u002Fredelay_users-delete-user",{"title":810,"path":811,"stem":812},"Find User By Email","\u002Fdocs\u002Fnodes\u002Fredelay_users-find-by-email","docs\u002F5.nodes\u002Fredelay_users-find-by-email",{"title":814,"path":815,"stem":816},"Get User","\u002Fdocs\u002Fnodes\u002Fredelay_users-get-user","docs\u002F5.nodes\u002Fredelay_users-get-user",{"title":818,"path":819,"stem":820},"List Users","\u002Fdocs\u002Fnodes\u002Fredelay_users-list-users","docs\u002F5.nodes\u002Fredelay_users-list-users",{"title":822,"path":823,"stem":824},"Update User","\u002Fdocs\u002Fnodes\u002Fredelay_users-update-user","docs\u002F5.nodes\u002Fredelay_users-update-user",{"title":826,"path":827,"stem":828},"Request Email Verification (legacy)","\u002Fdocs\u002Fnodes\u002Fredelay_verification-request","docs\u002F5.nodes\u002Fredelay_verification-request",{"title":830,"path":831,"stem":832},"Request Email Verification","\u002Fdocs\u002Fnodes\u002Fredelay_verification-request-email","docs\u002F5.nodes\u002Fredelay_verification-request-email",{"title":834,"path":835,"stem":836},"Request SMS Verification","\u002Fdocs\u002Fnodes\u002Fredelay_verification-request-sms","docs\u002F5.nodes\u002Fredelay_verification-request-sms",{"title":838,"path":839,"stem":840},"Verify Token","\u002Fdocs\u002Fnodes\u002Fredelay_verification-verify","docs\u002F5.nodes\u002Fredelay_verification-verify",{"title":842,"path":843,"stem":844},"Redis DEL","\u002Fdocs\u002Fnodes\u002Fredisops_del","docs\u002F5.nodes\u002Fredisops_del",{"title":846,"path":847,"stem":848},"Redis EXPIRE","\u002Fdocs\u002Fnodes\u002Fredisops_expire","docs\u002F5.nodes\u002Fredisops_expire",{"title":850,"path":851,"stem":852},"Redis GET","\u002Fdocs\u002Fnodes\u002Fredisops_get","docs\u002F5.nodes\u002Fredisops_get",{"title":854,"path":855,"stem":856},"Redis HGET","\u002Fdocs\u002Fnodes\u002Fredisops_hget","docs\u002F5.nodes\u002Fredisops_hget",{"title":858,"path":859,"stem":860},"Redis HSET","\u002Fdocs\u002Fnodes\u002Fredisops_hset","docs\u002F5.nodes\u002Fredisops_hset",{"title":862,"path":863,"stem":864},"Redis INCR","\u002Fdocs\u002Fnodes\u002Fredisops_incr","docs\u002F5.nodes\u002Fredisops_incr",{"title":866,"path":867,"stem":868},"Redis LPOP","\u002Fdocs\u002Fnodes\u002Fredisops_lpop","docs\u002F5.nodes\u002Fredisops_lpop",{"title":870,"path":871,"stem":872},"Redis LPUSH","\u002Fdocs\u002Fnodes\u002Fredisops_lpush","docs\u002F5.nodes\u002Fredisops_lpush",{"title":874,"path":875,"stem":876},"Redis PUBLISH","\u002Fdocs\u002Fnodes\u002Fredisops_publish","docs\u002F5.nodes\u002Fredisops_publish",{"title":878,"path":879,"stem":880},"Redis SET","\u002Fdocs\u002Fnodes\u002Fredisops_set","docs\u002F5.nodes\u002Fredisops_set",{"title":882,"path":883,"stem":884},"SFTP Download","\u002Fdocs\u002Fnodes\u002Fsftp_download","docs\u002F5.nodes\u002Fsftp_download",{"title":886,"path":887,"stem":888},"SFTP Upload","\u002Fdocs\u002Fnodes\u002Fsftp_upload","docs\u002F5.nodes\u002Fsftp_upload",{"title":890,"path":891,"stem":892},"Send SMS","\u002Fdocs\u002Fnodes\u002Fsms_send","docs\u002F5.nodes\u002Fsms_send",{"title":894,"path":895,"stem":896,"children":897,"page":62},"Rfcs","\u002Fdocs\u002Frfcs","docs\u002F6.rfcs",[898],{"title":899,"path":900,"stem":901},"RFC 0001 — Worker Assignment for Flow Deployments","\u002Fdocs\u002Frfcs\u002F0001-worker-assignment","docs\u002F6.rfcs\u002F0001-worker-assignment",{"title":903,"path":904,"stem":905,"children":906,"page":62},"Admin","\u002Fdocs\u002Fadmin","docs\u002F7.admin",[907,912,917,922,927,932,937,941,946],{"title":5,"path":908,"stem":909,"order":910,"icon":911},"\u002Fdocs\u002Fadmin\u002Foverview","docs\u002F7.admin\u002F00.overview",0,"i-lucide-compass",{"title":913,"path":914,"stem":915,"order":10,"icon":916},"Getting started","\u002Fdocs\u002Fadmin\u002Fgetting-started","docs\u002F7.admin\u002F01.getting-started","i-lucide-play",{"title":918,"path":919,"stem":920,"order":16,"icon":921},"Layered architecture","\u002Fdocs\u002Fadmin\u002Flayered-architecture","docs\u002F7.admin\u002F02.layered-architecture","i-lucide-layers",{"title":923,"path":924,"stem":925,"order":22,"icon":926},"Building a custom admin project","\u002Fdocs\u002Fadmin\u002Fbuilding-a-custom-admin-project","docs\u002F7.admin\u002F03.building-a-custom-admin-project","i-lucide-folder-plus",{"title":928,"path":929,"stem":930,"order":51,"icon":931},"Building admin modules","\u002Fdocs\u002Fadmin\u002Fbuilding-admin-modules","docs\u002F7.admin\u002F04.building-admin-modules","i-lucide-package-plus",{"title":933,"path":934,"stem":935,"order":57,"icon":936},"Base module reference","\u002Fdocs\u002Fadmin\u002Freference-base-modules","docs\u002F7.admin\u002F05.reference-base-modules","i-lucide-boxes",{"title":938,"path":939,"stem":940,"order":102,"icon":17},"Deployment","\u002Fdocs\u002Fadmin\u002Fdeployment","docs\u002F7.admin\u002F06.deployment",{"title":942,"path":943,"stem":944,"order":108,"icon":945},"Consuming the base layer (versioned)","\u002Fdocs\u002Fadmin\u002Fconsuming-the-base-layer","docs\u002F7.admin\u002F07.consuming-the-base-layer","i-lucide-package",{"title":947,"path":948,"stem":949,"order":108},"Admin UI","\u002Fdocs\u002Fadmin\u002F_dir","docs\u002F7.admin\u002F_dir",{"title":951,"path":952,"stem":953,"children":954,"page":62},"Services","\u002Fdocs\u002Fservices","docs\u002F8.services",[955,960],{"title":956,"path":957,"stem":958,"order":10,"icon":959},"Custom development & support services","\u002Fdocs\u002Fservices\u002Fcustom-development","docs\u002F8.services\u002F1.custom-development","i-lucide-briefcase",{"title":951,"path":961,"stem":962,"icon":959,"order":963},"\u002Fdocs\u002Fservices\u002F_dir","docs\u002F8.services\u002F_dir",80,{"title":965,"path":966,"stem":967,"order":910},"Dir","\u002Fdocs\u002F_dir","docs\u002F_dir",{"id":969,"title":248,"body":970,"description":2317,"extension":2318,"links":2319,"meta":2320,"navigation":2321,"path":249,"seo":2322,"stem":250,"__hash__":2323},"docs\u002Fdocs\u002F4.reference\u002F21.search.md",{"type":971,"value":972,"toc":2301},"minimark",[973,978,998,1022,1025,1056,1067,1071,1182,1187,1213,1217,1222,1354,1359,1446,1460,1464,1473,1527,1536,1643,1658,1662,1665,1669,1676,1691,1694,1772,1779,1805,1809,1816,1849,1871,1874,1878,1889,1914,1917,1922,1926,1929,1975,1982,2028,2054,2059,2241,2245,2253,2287,2297],[974,975,977],"h1",{"id":976},"search-pluggable-vector-store","Search — pluggable vector store",[979,980,981,985,986,989,990,993,994,997],"p",{},[982,983,984],"code",{},"github.com\u002Fredelay\u002Fgo-modules\u002Fsearch"," is a backend-agnostic vector-search module. The\npublic contract — index CRUD, upsert, query — is identical across backends; the first\nshipping backend is Qdrant, with OpenSearch planned. Embeddings are computed via any\nregistered ",[982,987,988],{},"go-ai"," LLM provider so callers can switch between OVH ",[982,991,992],{},"bge-m3"," (€0.01\u002FM),\nOpenAI ",[982,995,996],{},"text-embedding-3-small",", or a local Ollama model without touching application\ncode.",[999,1000,1005],"pre",{"className":1001,"code":1002,"language":1003,"meta":1004,"style":1004},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","go get github.com\u002Fredelay\u002Fgo-modules\u002Fsearch\n","bash","",[982,1006,1007],{"__ignoreMap":1004},[1008,1009,1011,1015,1019],"span",{"class":1010,"line":10},"line",[1008,1012,1014],{"class":1013},"sBMFI","go",[1008,1016,1018],{"class":1017},"sfazB"," get",[1008,1020,1021],{"class":1017}," github.com\u002Fredelay\u002Fgo-modules\u002Fsearch\n",[979,1023,1024],{},"Blank-import the module + a backend + the FlowDSL node pack:",[999,1026,1029],{"className":1027,"code":1028,"language":1014,"meta":1004,"style":1004},"language-go shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","import (\n    _ \"github.com\u002Fredelay\u002Fgo-modules\u002Fsearch\"          \u002F\u002F framework module + HTTP surface\n    _ \"github.com\u002Fredelay\u002Fgo-modules\u002Fsearch\u002Fqdrant\"   \u002F\u002F Qdrant backend factory\n    _ \"github.com\u002Fredelay\u002Fgo-modules\u002Fsearch\u002Fflowdsl\"  \u002F\u002F FlowDSL nodes: search-upsert, search-query\n)\n",[982,1030,1031,1036,1041,1046,1051],{"__ignoreMap":1004},[1008,1032,1033],{"class":1010,"line":10},[1008,1034,1035],{},"import (\n",[1008,1037,1038],{"class":1010,"line":16},[1008,1039,1040],{},"    _ \"github.com\u002Fredelay\u002Fgo-modules\u002Fsearch\"          \u002F\u002F framework module + HTTP surface\n",[1008,1042,1043],{"class":1010,"line":22},[1008,1044,1045],{},"    _ \"github.com\u002Fredelay\u002Fgo-modules\u002Fsearch\u002Fqdrant\"   \u002F\u002F Qdrant backend factory\n",[1008,1047,1048],{"class":1010,"line":51},[1008,1049,1050],{},"    _ \"github.com\u002Fredelay\u002Fgo-modules\u002Fsearch\u002Fflowdsl\"  \u002F\u002F FlowDSL nodes: search-upsert, search-query\n",[1008,1052,1053],{"class":1010,"line":57},[1008,1054,1055],{},")\n",[979,1057,1058,1059,1062,1063,1066],{},"The admin submodule at ",[982,1060,1061],{},"search\u002Fadmin"," mounts index CRUD under the admin prefix — import\nit from ",[982,1064,1065],{},"cmd\u002Fadmin-api"," only.",[1068,1069,28],"h2",{"id":1070},"concepts",[1072,1073,1074,1087],"table",{},[1075,1076,1077],"thead",{},[1078,1079,1080,1084],"tr",{},[1081,1082,1083],"th",{},"Term",[1081,1085,1086],{},"Meaning",[1088,1089,1090,1110,1135,1168],"tbody",{},[1078,1091,1092,1099],{},[1093,1094,1095],"td",{},[1096,1097,1098],"strong",{},"Index",[1093,1100,1101,1102,1105,1106,1109],{},"A named collection of vectors. Callers use a short logical name (",[982,1103,1104],{},"docs","); the service rewrites it to ",[982,1107,1108],{},"{SEARCH_INDEX_PREFIX}{name}"," before talking to the backend.",[1078,1111,1112,1117],{},[1093,1113,1114],{},[1096,1115,1116],{},"Document",[1093,1118,1119,1120,1123,1124,1127,1128,1131,1132,1134],{},"One record — ",[982,1121,1122],{},"{id, text?, vector?, payload?}",". Exactly one of ",[982,1125,1126],{},"text"," or ",[982,1129,1130],{},"vector"," must be present; the service auto-embeds ",[982,1133,1126],{}," via the configured LLM provider.",[1078,1136,1137,1142],{},[1093,1138,1139],{},[1096,1140,1141],{},"Query",[1093,1143,1144,1145,1148,1149,1151,1152,1155,1156,1159,1160,1163,1164,1167],{},"Nearest-neighbour request — ",[982,1146,1147],{},"{text?, vector?, limit?, payload?, filter?}",". ",[982,1150,1126],{}," is auto-embedded. ",[982,1153,1154],{},"payload"," is a shortcut for exact-match filters; ",[982,1157,1158],{},"filter"," is forwarded to the backend verbatim for richer expressions (Qdrant ",[982,1161,1162],{},"Filter",", OpenSearch ",[982,1165,1166],{},"knn_filter",", …).",[1078,1169,1170,1175],{},[1093,1171,1172],{},[1096,1173,1174],{},"Hit",[1093,1176,1177,1178,1181],{},"One result — ",[982,1179,1180],{},"{id, score, payload?}",".",[1183,1184,1186],"h3",{"id":1185},"index-prefix-safe-multi-tenancy","Index prefix — safe multi-tenancy",[979,1188,1189,1192,1193,1196,1197,1200,1201,1204,1205,1208,1209,1212],{},[982,1190,1191],{},"SEARCH_INDEX_PREFIX"," is stamped onto every index name before it reaches the backend, and\nstripped off on the way back out. One Qdrant cluster can host ",[982,1194,1195],{},"redelay_dev_docs",",\n",[982,1198,1199],{},"redelay_prod_docs",", ",[982,1202,1203],{},"tenant_a_docs"," simultaneously, with each app seeing only its own\nindexes via ",[982,1206,1207],{},"ListIndexes",". Change the prefix at runtime via the admin setting\n",[982,1210,1211],{},"search.index_prefix"," — existing indexes under the old prefix become invisible until\nmoved.",[1068,1214,1216],{"id":1215},"configuration","Configuration",[979,1218,1219],{},[1096,1220,1221],{},"Config (ENV, startup):",[1072,1223,1224,1237],{},[1075,1225,1226],{},[1078,1227,1228,1231,1234],{},[1081,1229,1230],{},"Key",[1081,1232,1233],{},"Default",[1081,1235,1236],{},"Purpose",[1088,1238,1239,1260,1274,1289,1304,1319,1334],{},[1078,1240,1241,1246,1251],{},[1093,1242,1243],{},[982,1244,1245],{},"SEARCH_BACKEND",[1093,1247,1248],{},[982,1249,1250],{},"qdrant",[1093,1252,1253,1254,1256,1257],{},"Backend factory id — ",[982,1255,1250],{},", later ",[982,1258,1259],{},"opensearch",[1078,1261,1262,1266,1271],{},[1093,1263,1264],{},[982,1265,1191],{},[1093,1267,1268],{},[982,1269,1270],{},"redelay_",[1093,1272,1273],{},"Stamped onto every index name",[1078,1275,1276,1281,1286],{},[1093,1277,1278],{},[982,1279,1280],{},"SEARCH_EMBEDDING_PROVIDER",[1093,1282,1283],{},[982,1284,1285],{},"ollama",[1093,1287,1288],{},"Registered llm provider id used for auto-embedding",[1078,1290,1291,1296,1301],{},[1093,1292,1293],{},[982,1294,1295],{},"SEARCH_EMBEDDING_MODEL",[1093,1297,1298],{},[982,1299,1300],{},"nomic-embed-text",[1093,1302,1303],{},"Embedding model name",[1078,1305,1306,1311,1316],{},[1093,1307,1308],{},[982,1309,1310],{},"SEARCH_EMBEDDING_DIM",[1093,1312,1313],{},[982,1314,1315],{},"768",[1093,1317,1318],{},"Dimension — must match the model (bge-m3 = 1024, ada-002 = 1536, nomic-embed = 768)",[1078,1320,1321,1326,1331],{},[1093,1322,1323],{},[982,1324,1325],{},"QDRANT_URL",[1093,1327,1328],{},[982,1329,1330],{},"http:\u002F\u002Flocalhost:6333",[1093,1332,1333],{},"Qdrant HTTP endpoint",[1078,1335,1336,1341,1347],{},[1093,1337,1338],{},[982,1339,1340],{},"QDRANT_API_KEY",[1093,1342,1343],{},[1344,1345,1346],"em",{},"(empty)",[1093,1348,1349,1350,1353],{},"Optional — sent as ",[982,1351,1352],{},"api-key"," header",[979,1355,1356],{},[1096,1357,1358],{},"Admin settings (runtime, override env):",[1072,1360,1361,1371],{},[1075,1362,1363],{},[1078,1364,1365,1367,1369],{},[1081,1366,1230],{},[1081,1368,1233],{},[1081,1370,1236],{},[1088,1372,1373,1388,1406,1420,1433],{},[1078,1374,1375,1380,1385],{},[1093,1376,1377],{},[982,1378,1379],{},"search.default_distance",[1093,1381,1382],{},[982,1383,1384],{},"cosine",[1093,1386,1387],{},"Similarity metric for new indexes",[1078,1389,1390,1395,1400],{},[1093,1391,1392],{},[982,1393,1394],{},"search.default_limit",[1093,1396,1397],{},[982,1398,1399],{},"10",[1093,1401,1402,1403],{},"Top-K when callers omit ",[982,1404,1405],{},"limit",[1078,1407,1408,1412,1417],{},[1093,1409,1410],{},[982,1411,1211],{},[1093,1413,1414],{},[1344,1415,1416],{},"(uses env)",[1093,1418,1419],{},"Runtime override",[1078,1421,1422,1427,1431],{},[1093,1423,1424],{},[982,1425,1426],{},"search.embedding_provider",[1093,1428,1429],{},[1344,1430,1416],{},[1093,1432,1419],{},[1078,1434,1435,1440,1444],{},[1093,1436,1437],{},[982,1438,1439],{},"search.embedding_model",[1093,1441,1442],{},[1344,1443,1416],{},[1093,1445,1419],{},[979,1447,1448,1449,1452,1453,1456,1457,1181],{},"Settings appear in ",[982,1450,1451],{},"\u002Fadmin\u002Fsettings\u002Fsearch"," — the same module pattern as ",[982,1454,1455],{},"ai-guard"," and\n",[982,1458,1459],{},"scheduler",[1068,1461,1463],{"id":1462},"http-surface","HTTP surface",[979,1465,1466],{},[1096,1467,1468,1469,1472],{},"Public (",[982,1470,1471],{},"\u002Fsearch\u002F*"," — mounted on both binaries):",[1072,1474,1475,1487],{},[1075,1476,1477],{},[1078,1478,1479,1482,1485],{},[1081,1480,1481],{},"Method",[1081,1483,1484],{},"Path",[1081,1486,1236],{},[1088,1488,1489,1502,1514],{},[1078,1490,1491,1494,1499],{},[1093,1492,1493],{},"GET",[1093,1495,1496],{},[982,1497,1498],{},"\u002Fsearch\u002Fstatus",[1093,1500,1501],{},"Module configuration snapshot (backend id, prefix, embedding provider\u002Fmodel\u002Fdim)",[1078,1503,1504,1506,1511],{},[1093,1505,1493],{},[1093,1507,1508],{},[982,1509,1510],{},"\u002Fsearch\u002Findexes",[1093,1512,1513],{},"List caller-visible indexes (prefix-stripped)",[1078,1515,1516,1519,1524],{},[1093,1517,1518],{},"POST",[1093,1520,1521],{},[982,1522,1523],{},"\u002Fsearch\u002Findexes\u002F{name}\u002Fquery",[1093,1525,1526],{},"Vector query by text or vector",[979,1528,1529],{},[1096,1530,1531,1532,1535],{},"Admin (",[982,1533,1534],{},"\u002Fapi\u002Fv1\u002Fadmin\u002Fsearch\u002F*"," — admin-api only):",[1072,1537,1538,1548],{},[1075,1539,1540],{},[1078,1541,1542,1544,1546],{},[1081,1543,1481],{},[1081,1545,1484],{},[1081,1547,1236],{},[1088,1549,1550,1562,1577,1589,1601,1616,1631],{},[1078,1551,1552,1554,1559],{},[1093,1553,1493],{},[1093,1555,1556],{},[982,1557,1558],{},"\u002Fadmin\u002Fsearch\u002Findexes",[1093,1560,1561],{},"List",[1078,1563,1564,1566,1570],{},[1093,1565,1518],{},[1093,1567,1568],{},[982,1569,1558],{},[1093,1571,1572,1573,1576],{},"Create (body: ",[982,1574,1575],{},"{name, dim, distance?}",")",[1078,1578,1579,1581,1586],{},[1093,1580,1493],{},[1093,1582,1583],{},[982,1584,1585],{},"\u002Fadmin\u002Fsearch\u002Findexes\u002F{name}",[1093,1587,1588],{},"Metadata — dimension, distance, points count",[1078,1590,1591,1594,1598],{},[1093,1592,1593],{},"DELETE",[1093,1595,1596],{},[982,1597,1585],{},[1093,1599,1600],{},"Remove index + all vectors",[1078,1602,1603,1605,1610],{},[1093,1604,1518],{},[1093,1606,1607],{},[982,1608,1609],{},"\u002Fadmin\u002Fsearch\u002Findexes\u002F{name}\u002Fupsert",[1093,1611,1612,1613],{},"Upsert documents — body ",[982,1614,1615],{},"{documents: [...]}",[1078,1617,1618,1620,1625],{},[1093,1619,1518],{},[1093,1621,1622],{},[982,1623,1624],{},"\u002Fadmin\u002Fsearch\u002Findexes\u002F{name}\u002Fdelete",[1093,1626,1627,1628],{},"Delete by id — body ",[982,1629,1630],{},"{ids: [...]}",[1078,1632,1633,1635,1640],{},[1093,1634,1518],{},[1093,1636,1637],{},[982,1638,1639],{},"\u002Fadmin\u002Fsearch\u002Findexes\u002F{name}\u002Freindex",[1093,1641,1642],{},"Rebuild the index from its source of truth (see below)",[979,1644,1645,1646,1200,1649,1200,1652,1196,1655,1181],{},"Permissions defined: ",[982,1647,1648],{},"search:index:list",[982,1650,1651],{},"search:index:write",[982,1653,1654],{},"search:doc:write",[982,1656,1657],{},"search:doc:delete",[1068,1659,1661],{"id":1660},"keeping-an-index-fresh","Keeping an index fresh",[979,1663,1664],{},"An index is only as good as its last write. Two mechanisms keep it current, and\na well-behaved owner module uses both.",[1183,1666,1668],{"id":1667},"_1-reindex-on-change-incremental-preferred","1. Reindex on change (incremental, preferred)",[979,1670,1671,1672,1675],{},"Have the owning collection publish lifecycle events and consume them. Any store\nbuilt on ",[982,1673,1674],{},"crud.MongoCRUD"," opts in with one call:",[999,1677,1679],{"className":1027,"code":1678,"language":1014,"meta":1004,"style":1004},"\u002F\u002F programs\u002Fcrud.go — emits program.created \u002F .updated \u002F .deleted\ncrud.NewMongoCRUD[*WorkoutProgram](db.Collection(coll)).WithEvents(bus, \"program\")\n",[982,1680,1681,1686],{"__ignoreMap":1004},[1008,1682,1683],{"class":1010,"line":10},[1008,1684,1685],{},"\u002F\u002F programs\u002Fcrud.go — emits program.created \u002F .updated \u002F .deleted\n",[1008,1687,1688],{"class":1010,"line":16},[1008,1689,1690],{},"crud.NewMongoCRUD[*WorkoutProgram](db.Collection(coll)).WithEvents(bus, \"program\")\n",[979,1692,1693],{},"Then react to exactly the entity that changed:",[999,1695,1697],{"className":1027,"code":1696,"language":1014,"meta":1004,"style":1004},"func (m *Module) Events() []*ir.Event { return nil } \u002F\u002F required alongside Consumers()\n\nfunc (m *Module) Consumers() []*modules.ConsumerRegistration {\n    return []*modules.ConsumerRegistration{\n        {Topic: \"program.updated\", GroupID: \"my-reindex\", Handler: m.onChange},\n    }\n}\n\nfunc (m *Module) onChange(ctx context.Context, ev *modules.EventMessage) error {\n    doc, ok := m.buildDoc(ctx, ev.EntityID) \u002F\u002F still published?\n    if !ok {\n        return search.Current().Delete(ctx, \"programs\", []string{ev.EntityID})\n    }\n    return search.Current().Upsert(ctx, \"programs\", []search.Document{doc})\n}\n",[982,1698,1699,1704,1710,1715,1720,1725,1730,1735,1739,1744,1749,1754,1759,1763,1768],{"__ignoreMap":1004},[1008,1700,1701],{"class":1010,"line":10},[1008,1702,1703],{},"func (m *Module) Events() []*ir.Event { return nil } \u002F\u002F required alongside Consumers()\n",[1008,1705,1706],{"class":1010,"line":16},[1008,1707,1709],{"emptyLinePlaceholder":1708},true,"\n",[1008,1711,1712],{"class":1010,"line":22},[1008,1713,1714],{},"func (m *Module) Consumers() []*modules.ConsumerRegistration {\n",[1008,1716,1717],{"class":1010,"line":51},[1008,1718,1719],{},"    return []*modules.ConsumerRegistration{\n",[1008,1721,1722],{"class":1010,"line":57},[1008,1723,1724],{},"        {Topic: \"program.updated\", GroupID: \"my-reindex\", Handler: m.onChange},\n",[1008,1726,1727],{"class":1010,"line":102},[1008,1728,1729],{},"    }\n",[1008,1731,1732],{"class":1010,"line":108},[1008,1733,1734],{},"}\n",[1008,1736,1737],{"class":1010,"line":114},[1008,1738,1709],{"emptyLinePlaceholder":1708},[1008,1740,1741],{"class":1010,"line":120},[1008,1742,1743],{},"func (m *Module) onChange(ctx context.Context, ev *modules.EventMessage) error {\n",[1008,1745,1746],{"class":1010,"line":181},[1008,1747,1748],{},"    doc, ok := m.buildDoc(ctx, ev.EntityID) \u002F\u002F still published?\n",[1008,1750,1751],{"class":1010,"line":186},[1008,1752,1753],{},"    if !ok {\n",[1008,1755,1756],{"class":1010,"line":191},[1008,1757,1758],{},"        return search.Current().Delete(ctx, \"programs\", []string{ev.EntityID})\n",[1008,1760,1761],{"class":1010,"line":197},[1008,1762,1729],{},[1008,1764,1765],{"class":1010,"line":203},[1008,1766,1767],{},"    return search.Current().Upsert(ctx, \"programs\", []search.Document{doc})\n",[1008,1769,1770],{"class":1010,"line":214},[1008,1771,1734],{},[979,1773,1774,1775,1778],{},"This makes a newly created, edited, ",[1096,1776,1777],{},"translated",", or unpublished entity\nsearchable (or gone) within a second — no polling. Deleting the point when the\nentity is no longer public is what stops unpublished rows leaking into results.",[1780,1781,1782],"blockquote",{},[979,1783,1784,1787,1788,1791,1792,1787,1795,1456,1798,1801,1802,1804],{},[1096,1785,1786],{},"Gotcha:"," ",[982,1789,1790],{},"modules.EventsProvider"," requires ",[1096,1793,1794],{},"both",[982,1796,1797],{},"Events()",[982,1799,1800],{},"Consumers()",". Implement only ",[982,1803,1800],{}," and the type assertion fails\nsilently — no consumer is ever registered.",[1183,1806,1808],{"id":1807},"_2-reindex-on-demand-full-rebuild","2. Reindex on demand (full rebuild)",[979,1810,1811,1812,1815],{},"Register a rebuild callback so operators get a ",[1096,1813,1814],{},"Reindex"," action in the admin —\nneeded after a bulk translation, a schema change, or switching embedding model\n(a new model means new vectors for every document):",[999,1817,1819],{"className":1027,"code":1818,"language":1014,"meta":1004,"style":1004},"\u002F\u002F Startup\nsearch.RegisterReindexer(\"programs\", m) \u002F\u002F m implements search.Reindexer\n\nfunc (m *Module) Reindex(ctx context.Context, index string) (int, error) {\n    \u002F\u002F re-embed + upsert everything; return the document count\n}\n",[982,1820,1821,1826,1831,1835,1840,1845],{"__ignoreMap":1004},[1008,1822,1823],{"class":1010,"line":10},[1008,1824,1825],{},"\u002F\u002F Startup\n",[1008,1827,1828],{"class":1010,"line":16},[1008,1829,1830],{},"search.RegisterReindexer(\"programs\", m) \u002F\u002F m implements search.Reindexer\n",[1008,1832,1833],{"class":1010,"line":22},[1008,1834,1709],{"emptyLinePlaceholder":1708},[1008,1836,1837],{"class":1010,"line":51},[1008,1838,1839],{},"func (m *Module) Reindex(ctx context.Context, index string) (int, error) {\n",[1008,1841,1842],{"class":1010,"line":57},[1008,1843,1844],{},"    \u002F\u002F re-embed + upsert everything; return the document count\n",[1008,1846,1847],{"class":1010,"line":102},[1008,1848,1734],{},[979,1850,1851,1854,1855,1858,1859,1862,1863,1866,1867,1870],{},[982,1852,1853],{},"GET \u002Fadmin\u002Fsearch\u002Fentities"," then lists the index in ",[982,1856,1857],{},"reindexable",", and\n",[982,1860,1861],{},"POST \u002Fadmin\u002Fsearch\u002Findexes\u002Fprograms\u002Freindex"," returns\n",[982,1864,1865],{},"{\"index\":\"programs\",\"documents\":5,\"status\":\"ok\"}",". Indexes without a registered\nowner return ",[1096,1868,1869],{},"501 Not Implemented"," rather than silently doing nothing.",[979,1872,1873],{},"A periodic full reindex (a ticker in the owner module) is still a cheap safety\nnet against missed events — embeddings cost fractions of a cent per thousand\ndocuments.",[1183,1875,1877],{"id":1876},"prune-what-no-longer-exists","Prune what no longer exists",[979,1879,1880,1881,1884,1885,1888],{},"A rebuild writes what currently exists and knows ",[1096,1882,1883],{},"nothing about what was\ndeleted",", so upserting alone lets the index drift: an unpublished or deleted\nrow keeps answering searches forever. Close the loop with ",[982,1886,1887],{},"PruneStale",":",[999,1890,1892],{"className":1027,"code":1891,"language":1014,"meta":1004,"style":1004},"ids := make([]string, 0, len(docs))\nfor _, d := range docs { ids = append(ids, d.ID) }\nsvc.Upsert(ctx, index, docs)\nsvc.PruneStale(ctx, index, ids)   \u002F\u002F removes every point not in ids\n",[982,1893,1894,1899,1904,1909],{"__ignoreMap":1004},[1008,1895,1896],{"class":1010,"line":10},[1008,1897,1898],{},"ids := make([]string, 0, len(docs))\n",[1008,1900,1901],{"class":1010,"line":16},[1008,1902,1903],{},"for _, d := range docs { ids = append(ids, d.ID) }\n",[1008,1905,1906],{"class":1010,"line":22},[1008,1907,1908],{},"svc.Upsert(ctx, index, docs)\n",[1008,1910,1911],{"class":1010,"line":51},[1008,1912,1913],{},"svc.PruneStale(ctx, index, ids)   \u002F\u002F removes every point not in ids\n",[979,1915,1916],{},"It pages through the index, diffs against the ids you just wrote, and deletes\nthe remainder — returning how many it removed. Treat it as best-effort: a prune\nfailure should not fail a rebuild that already succeeded.",[1780,1918,1919],{},[979,1920,1921],{},"Without this, deleting rows straight in the database (a cleanup script, a\nmigration) leaves orphans that no event will ever reap.",[1068,1923,1925],{"id":1924},"backend-qdrant","Backend — Qdrant",[979,1927,1928],{},"The bundled backend talks to Qdrant over its REST API — no SDK, no protobuf dep.",[1930,1931,1932,1943,1957],"ul",{},[1933,1934,1935,1938,1939,1942],"li",{},[1096,1936,1937],{},"Collections"," map 1:1 with indexes. ",[982,1940,1941],{},"CreateIndex"," is idempotent on matching params;\ndisagreeing dimensions return a 400 from Qdrant.",[1933,1944,1945,1948,1949,1952,1953,1956],{},[1096,1946,1947],{},"Point IDs"," — Qdrant accepts only unsigned integers or UUIDs. The backend transparently\nhashes arbitrary string IDs (e.g. ",[982,1950,1951],{},"docs\u002Fadmin\u002Foverview.md",") to deterministic UUIDv5\nvalues and stashes the original under ",[982,1954,1955],{},"payload._id",". Search results restore the original\nstring so callers see stable IDs regardless of backend encoding. Decimal-string IDs pass\nthrough as numbers.",[1933,1958,1959,1962,1963,1966,1967,1970,1971,1974],{},[1096,1960,1961],{},"Filtering"," — ",[982,1964,1965],{},"Query.Payload"," is a shortcut for ",[982,1968,1969],{},"must"," equality constraints; ",[982,1972,1973],{},"Query.Filter","\nis forwarded verbatim for richer expressions.",[1068,1976,1978,1979,1576],{"id":1977},"flowdsl-nodes-searchflowdsl","FlowDSL nodes (",[982,1980,1981],{},"search\u002Fflowdsl",[1072,1983,1984,1996],{},[1075,1985,1986],{},[1078,1987,1988,1991,1994],{},[1081,1989,1990],{},"Node ID",[1081,1992,1993],{},"Kind",[1081,1995,1236],{},[1088,1997,1998,2011],{},[1078,1999,2000,2005,2008],{},[1093,2001,2002],{},[982,2003,2004],{},"redelay\u002Fsearch-upsert",[1093,2006,2007],{},"action",[1093,2009,2010],{},"Index one or more documents. Empty vectors are auto-embedded.",[1078,2012,2013,2018,2020],{},[1093,2014,2015],{},[982,2016,2017],{},"redelay\u002Fsearch-query",[1093,2019,2007],{},[1093,2021,2022,2023,2025,2026,1181],{},"Semantic query by ",[982,2024,1126],{}," (auto-embedded) or ",[982,2027,1130],{},[979,2029,2030,2031,2034,2035,2038,2039,2042,2043,2046,2047,2046,2050,2053],{},"Both nodes resolve the live ",[982,2032,2033],{},"*search.Service"," lazily via ",[982,2036,2037],{},"search.Current()"," so handler\nregistration can happen before the module's Startup. Handlers are wired in\n",[982,2040,2041],{},"backend\u002Fimports\u002Faiwire\u002Faiwire.go"," alongside the ",[982,2044,2045],{},"llm-chat"," \u002F ",[982,2048,2049],{},"llm-embed",[982,2051,2052],{},"llm-guard","\nhandlers.",[979,2055,2056],{},[1096,2057,2058],{},"Example flow — RAG over docs:",[999,2060,2064],{"className":2061,"code":2062,"language":2063,"meta":1004,"style":1004},"language-yaml shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","# upsert pipeline\n- id: chunk\n  action_ref: redelay\u002Ftext-split    # project node\n- id: index\n  action_ref: redelay\u002Fsearch-upsert\n  config: { index: docs }\n\n# query pipeline\n- id: search\n  action_ref: redelay\u002Fsearch-query\n  config: { index: docs, limit: 5 }\n- id: build-prompt\n  action_ref: redelay\u002Ftemplate-format   # fold hits into a system prompt\n- id: answer\n  action_ref: redelay\u002Fllm-chat\n","yaml",[982,2065,2066,2072,2087,2100,2111,2120,2141,2145,2150,2161,2170,2198,2209,2221,2232],{"__ignoreMap":1004},[1008,2067,2068],{"class":1010,"line":10},[1008,2069,2071],{"class":2070},"sHwdD","# upsert pipeline\n",[1008,2073,2074,2078,2082,2084],{"class":1010,"line":16},[1008,2075,2077],{"class":2076},"sMK4o","-",[1008,2079,2081],{"class":2080},"swJcz"," id",[1008,2083,1888],{"class":2076},[1008,2085,2086],{"class":1017}," chunk\n",[1008,2088,2089,2092,2094,2097],{"class":1010,"line":22},[1008,2090,2091],{"class":2080},"  action_ref",[1008,2093,1888],{"class":2076},[1008,2095,2096],{"class":1017}," redelay\u002Ftext-split",[1008,2098,2099],{"class":2070},"    # project node\n",[1008,2101,2102,2104,2106,2108],{"class":1010,"line":51},[1008,2103,2077],{"class":2076},[1008,2105,2081],{"class":2080},[1008,2107,1888],{"class":2076},[1008,2109,2110],{"class":1017}," index\n",[1008,2112,2113,2115,2117],{"class":1010,"line":57},[1008,2114,2091],{"class":2080},[1008,2116,1888],{"class":2076},[1008,2118,2119],{"class":1017}," redelay\u002Fsearch-upsert\n",[1008,2121,2122,2125,2127,2130,2133,2135,2138],{"class":1010,"line":102},[1008,2123,2124],{"class":2080},"  config",[1008,2126,1888],{"class":2076},[1008,2128,2129],{"class":2076}," {",[1008,2131,2132],{"class":2080}," index",[1008,2134,1888],{"class":2076},[1008,2136,2137],{"class":1017}," docs",[1008,2139,2140],{"class":2076}," }\n",[1008,2142,2143],{"class":1010,"line":108},[1008,2144,1709],{"emptyLinePlaceholder":1708},[1008,2146,2147],{"class":1010,"line":114},[1008,2148,2149],{"class":2070},"# query pipeline\n",[1008,2151,2152,2154,2156,2158],{"class":1010,"line":120},[1008,2153,2077],{"class":2076},[1008,2155,2081],{"class":2080},[1008,2157,1888],{"class":2076},[1008,2159,2160],{"class":1017}," search\n",[1008,2162,2163,2165,2167],{"class":1010,"line":181},[1008,2164,2091],{"class":2080},[1008,2166,1888],{"class":2076},[1008,2168,2169],{"class":1017}," redelay\u002Fsearch-query\n",[1008,2171,2172,2174,2176,2178,2180,2182,2184,2187,2190,2192,2196],{"class":1010,"line":186},[1008,2173,2124],{"class":2080},[1008,2175,1888],{"class":2076},[1008,2177,2129],{"class":2076},[1008,2179,2132],{"class":2080},[1008,2181,1888],{"class":2076},[1008,2183,2137],{"class":1017},[1008,2185,2186],{"class":2076},",",[1008,2188,2189],{"class":2080}," limit",[1008,2191,1888],{"class":2076},[1008,2193,2195],{"class":2194},"sbssI"," 5",[1008,2197,2140],{"class":2076},[1008,2199,2200,2202,2204,2206],{"class":1010,"line":191},[1008,2201,2077],{"class":2076},[1008,2203,2081],{"class":2080},[1008,2205,1888],{"class":2076},[1008,2207,2208],{"class":1017}," build-prompt\n",[1008,2210,2211,2213,2215,2218],{"class":1010,"line":197},[1008,2212,2091],{"class":2080},[1008,2214,1888],{"class":2076},[1008,2216,2217],{"class":1017}," redelay\u002Ftemplate-format",[1008,2219,2220],{"class":2070},"   # fold hits into a system prompt\n",[1008,2222,2223,2225,2227,2229],{"class":1010,"line":203},[1008,2224,2077],{"class":2076},[1008,2226,2081],{"class":2080},[1008,2228,1888],{"class":2076},[1008,2230,2231],{"class":1017}," answer\n",[1008,2233,2234,2236,2238],{"class":1010,"line":214},[1008,2235,2091],{"class":2080},[1008,2237,1888],{"class":2076},[1008,2239,2240],{"class":1017}," redelay\u002Fllm-chat\n",[1068,2242,2244],{"id":2243},"integration-testing","Integration testing",[979,2246,2247,2250,2251,1888],{},[982,2248,2249],{},"go-modules\u002Fsearch\u002Fqdrant\u002Fintegration_test.go"," runs end-to-end against a live Qdrant —\ncreate collection, upsert three points, nearest-neighbour query, verify the closest match,\ntear down. Gated on ",[982,2252,1325],{},[999,2254,2256],{"className":1001,"code":2255,"language":1003,"meta":1004,"style":1004},"QDRANT_URL=http:\u002F\u002F100.93.236.60:6333 go test -run Integration -v .\u002Fsearch\u002Fqdrant\u002F\n",[982,2257,2258],{"__ignoreMap":1004},[1008,2259,2260,2263,2266,2269,2272,2275,2278,2281,2284],{"class":1010,"line":10},[1008,2261,1325],{"class":2262},"sTEyZ",[1008,2264,2265],{"class":2076},"=",[1008,2267,2268],{"class":1017},"http:\u002F\u002F100.93.236.60:6333",[1008,2270,2271],{"class":1013}," go",[1008,2273,2274],{"class":1017}," test",[1008,2276,2277],{"class":1017}," -run",[1008,2279,2280],{"class":1017}," Integration",[1008,2282,2283],{"class":1017}," -v",[1008,2285,2286],{"class":1017}," .\u002Fsearch\u002Fqdrant\u002F\n",[979,2288,2289,2290,2293,2294,2296],{},"Pair with ",[982,2291,2292],{},"OVH_AI_ENDPOINTS_TOKEN"," set to exercise the full pipeline — OVH ",[982,2295,992],{},"\nembedding → Qdrant upsert → OVH chat retrieval.",[2298,2299,2300],"style",{},"html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sHwdD, html code.shiki .sHwdD{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#546E7A;--shiki-default-font-style:italic;--shiki-dark:#676E95;--shiki-dark-font-style:italic}html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .swJcz, html code.shiki .swJcz{--shiki-light:#E53935;--shiki-default:#F07178;--shiki-dark:#F07178}html pre.shiki code .sbssI, html code.shiki .sbssI{--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C}html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}",{"title":1004,"searchDepth":16,"depth":16,"links":2302},[2303,2306,2307,2308,2313,2314,2316],{"id":1070,"depth":16,"text":28,"children":2304},[2305],{"id":1185,"depth":22,"text":1186},{"id":1215,"depth":16,"text":1216},{"id":1462,"depth":16,"text":1463},{"id":1660,"depth":16,"text":1661,"children":2309},[2310,2311,2312],{"id":1667,"depth":22,"text":1668},{"id":1807,"depth":22,"text":1808},{"id":1876,"depth":22,"text":1877},{"id":1924,"depth":16,"text":1925},{"id":1977,"depth":16,"text":2315},"FlowDSL nodes (search\u002Fflowdsl)",{"id":2243,"depth":16,"text":2244},"Pluggable vector-search module — Qdrant today, OpenSearch planned. Index CRUD, semantic query, embedding-provider switching, FlowDSL nodes.","md",null,{},{"order":251,"icon":252},{"title":248,"description":2317},"p7mOVUkmPFzlph6xxFbcRiF1gIe8qIWQzoKrRsPZr5M",[2325,2327],{"title":243,"path":244,"stem":245,"description":2326,"order":246,"icon":41,"children":-1},"Cross-container coordination layer — pub\u002Fsub invalidation, fan-out streams, and watchable KV for multi-container Redelay deployments.",{"title":254,"path":255,"stem":256,"description":2328,"order":257,"icon":258,"children":-1},"Reusable, admin-editable config bundles — one dropdown on a FlowDSL node replaces eight hand-configured fields. Works for LLM chat, guard, databases, FTP, storage, any connection-bearing node.",1790332226537]