[{"data":1,"prerenderedAt":2010},["ShallowReactive",2],{"navigation":3,"\u002Frecipes\u002Fsearch-rag":927},[4,40,114,446,474,498,596,903],{"title":5,"path":6,"stem":7,"children":8},"Architecture","\u002Farchitecture","architecture",[9,14,28,32,36],{"title":10,"path":6,"stem":11,"access":12,"icon":13},"Overview","architecture\u002Findex","public","i-lucide-network",{"title":10,"path":15,"stem":16,"children":17,"access":12,"icon":19},"\u002Farchitecture\u002Fkernel","architecture\u002F1.kernel\u002Findex",[18,20,24],{"title":10,"path":15,"stem":16,"access":12,"icon":19},"i-lucide-box",{"title":21,"path":22,"stem":23,"access":12},"Enclave","\u002Farchitecture\u002Fkernel\u002Fenclave","architecture\u002F1.kernel\u002Fenclave",{"title":25,"path":26,"stem":27,"access":12},"Forking the enclave","\u002Farchitecture\u002Fkernel\u002Fforking-the-enclave","architecture\u002F1.kernel\u002Fforking-the-enclave",{"title":29,"path":30,"stem":31,"access":12},"Ports","\u002Farchitecture\u002Fports","architecture\u002F2.ports",{"title":33,"path":34,"stem":35,"access":12},"Service layers","\u002Farchitecture\u002Fservice-layers","architecture\u002F3.service-layers",{"title":37,"path":38,"stem":39,"access":12},"Families","\u002Farchitecture\u002Ffamilies","architecture\u002F4.families",{"title":41,"path":42,"stem":43,"children":44},"Core","\u002Fcore","core",[45,47,50,53,56,88,97],{"title":10,"path":42,"stem":46,"access":12,"icon":19},"core\u002Findex",{"title":10,"path":48,"stem":49,"access":12},"\u002Fcore\u002F01-overview","core\u002F01-overview",{"title":10,"path":51,"stem":52,"access":12},"\u002Fcore\u002F05-stores","core\u002F05-stores",{"title":10,"path":54,"stem":55,"access":12},"\u002Fcore\u002F06-permissions-and-keyring","core\u002F06-permissions-and-keyring",{"title":10,"path":57,"stem":58,"children":59,"access":12},"\u002Fcore\u002Fnoydb","core\u002F2.noydb\u002Findex",[60,61,65,68,72,76,80,84],{"title":10,"path":57,"stem":58,"access":12},{"title":62,"path":63,"stem":64,"access":12},"Noydb","\u002Fcore\u002Fnoydb\u002Fmethods","core\u002F2.noydb\u002F1.methods",{"title":21,"path":66,"stem":67,"access":12},"\u002Fcore\u002Fnoydb\u002Fenclave","core\u002F2.noydb\u002F2.enclave",{"title":69,"path":70,"stem":71,"access":12},"Secret & keyring","\u002Fcore\u002Fnoydb\u002Fkeyring","core\u002F2.noydb\u002F3.keyring",{"title":73,"path":74,"stem":75,"access":12},"Authentication","\u002Fcore\u002Fnoydb\u002Fauthentication","core\u002F2.noydb\u002F4.authentication",{"title":77,"path":78,"stem":79,"access":12},"Auth recovery","\u002Fcore\u002Fnoydb\u002Frecovery","core\u002F2.noydb\u002F5.recovery",{"title":81,"path":82,"stem":83,"access":12},"Configuration","\u002Fcore\u002Fnoydb\u002Fconfiguration","core\u002F2.noydb\u002F6.configuration",{"title":85,"path":86,"stem":87,"access":12},"Strategies","\u002Fcore\u002Fnoydb\u002Fstrategies","core\u002F2.noydb\u002F7.strategies",{"title":10,"path":89,"stem":90,"children":91,"access":12},"\u002Fcore\u002Fvault","core\u002F3.vault\u002Findex",[92,93],{"title":10,"path":89,"stem":90,"access":12},{"title":94,"path":95,"stem":96,"access":12},"Vault","\u002Fcore\u002Fvault\u002Fmethods","core\u002F3.vault\u002F1.methods",{"title":10,"path":98,"stem":99,"children":100,"access":12},"\u002Fcore\u002Fcollection","core\u002F4.collection\u002Findex",[101,102,106,110],{"title":10,"path":98,"stem":99,"access":12},{"title":103,"path":104,"stem":105,"access":12},"Collection","\u002Fcore\u002Fcollection\u002Fmethods","core\u002F4.collection\u002F1.methods",{"title":107,"path":108,"stem":109,"access":12},"Querying","\u002Fcore\u002Fcollection\u002Fquerying","core\u002F4.collection\u002F2.querying",{"title":111,"path":112,"stem":113,"access":12},"Schema","\u002Fcore\u002Fcollection\u002Fschema","core\u002F4.collection\u002F3.schema",{"title":37,"path":115,"stem":116,"children":117},"\u002Ffamilies","families",[118,121,168,194,208,212,216,294,340],{"title":10,"path":115,"stem":119,"access":12,"icon":120},"families\u002Findex","i-lucide-plug",{"title":122,"path":123,"stem":124,"children":125,"access":12,"icon":127},"as-Exports","\u002Ffamilies\u002Fas","families\u002Fas\u002Findex",[126,128,132,136,140,144,148,152,156,160,164],{"title":122,"path":123,"stem":124,"access":12,"icon":127},"i-lucide-book-open",{"title":129,"path":130,"stem":131,"access":12},"aws-s3","\u002Ffamilies\u002Fas\u002Faws-s3","families\u002Fas\u002Faws-s3",{"title":133,"path":134,"stem":135,"access":12},"blob","\u002Ffamilies\u002Fas\u002Fblob","families\u002Fas\u002Fblob",{"title":137,"path":138,"stem":139,"access":12},"csv","\u002Ffamilies\u002Fas\u002Fcsv","families\u002Fas\u002Fcsv",{"title":141,"path":142,"stem":143,"access":12},"json","\u002Ffamilies\u002Fas\u002Fjson","families\u002Fas\u002Fjson",{"title":145,"path":146,"stem":147,"access":12},"ndjson","\u002Ffamilies\u002Fas\u002Fndjson","families\u002Fas\u002Fndjson",{"title":149,"path":150,"stem":151,"access":12},"noydb","\u002Ffamilies\u002Fas\u002Fnoydb","families\u002Fas\u002Fnoydb",{"title":153,"path":154,"stem":155,"access":12},"sql","\u002Ffamilies\u002Fas\u002Fsql","families\u002Fas\u002Fsql",{"title":157,"path":158,"stem":159,"access":12},"xlsx","\u002Ffamilies\u002Fas\u002Fxlsx","families\u002Fas\u002Fxlsx",{"title":161,"path":162,"stem":163,"access":12},"xml","\u002Ffamilies\u002Fas\u002Fxml","families\u002Fas\u002Fxml",{"title":165,"path":166,"stem":167,"access":12},"zip","\u002Ffamilies\u002Fas\u002Fzip","families\u002Fas\u002Fzip",{"title":169,"path":170,"stem":171,"children":172,"access":12,"icon":127},"at-Seals","\u002Ffamilies\u002Fat","families\u002Fat\u002Findex",[173,174,178,182,186,190],{"title":169,"path":170,"stem":171,"access":12,"icon":127},{"title":175,"path":176,"stem":177,"access":12},"aws-kms","\u002Ffamilies\u002Fat\u002Faws-kms","families\u002Fat\u002Faws-kms",{"title":179,"path":180,"stem":181,"access":12},"azure-keyvault","\u002Ffamilies\u002Fat\u002Fazure-keyvault","families\u002Fat\u002Fazure-keyvault",{"title":183,"path":184,"stem":185,"access":12},"env","\u002Ffamilies\u002Fat\u002Fenv","families\u002Fat\u002Fenv",{"title":187,"path":188,"stem":189,"access":12},"gcp-kms","\u002Ffamilies\u002Fat\u002Fgcp-kms","families\u002Fat\u002Fgcp-kms",{"title":191,"path":192,"stem":193,"access":12},"macos-keychain","\u002Ffamilies\u002Fat\u002Fmacos-keychain","families\u002Fat\u002Fmacos-keychain",{"title":195,"path":196,"stem":197,"children":198,"access":12,"icon":127},"by-Sessions","\u002Ffamilies\u002Fby","families\u002Fby\u002Findex",[199,200,204],{"title":195,"path":196,"stem":197,"access":12,"icon":127},{"title":201,"path":202,"stem":203,"access":12},"peer","\u002Ffamilies\u002Fby\u002Fpeer","families\u002Fby\u002Fpeer",{"title":205,"path":206,"stem":207,"access":12},"tabs","\u002Ffamilies\u002Fby\u002Ftabs","families\u002Fby\u002Ftabs",{"title":209,"path":210,"stem":211,"access":12},"Classifying a package","\u002Ffamilies\u002Fclassification","families\u002Fclassification",{"title":213,"path":214,"stem":215,"access":12},"Command-line tools","\u002Ffamilies\u002Fcli","families\u002Fcli",{"title":217,"path":218,"stem":219,"children":220,"access":12,"icon":127},"in-Frameworks","\u002Ffamilies\u002Fin","families\u002Fin\u002Findex",[221,222,226,230,234,238,242,246,250,254,258,262,266,270,274,278,282,286,290],{"title":217,"path":218,"stem":219,"access":12,"icon":127},{"title":223,"path":224,"stem":225,"access":12},"ai","\u002Ffamilies\u002Fin\u002Fai","families\u002Fin\u002Fai",{"title":227,"path":228,"stem":229,"access":12},"devtools","\u002Ffamilies\u002Fin\u002Fdevtools","families\u002Fin\u002Fdevtools",{"title":231,"path":232,"stem":233,"access":12},"devtools-tui","\u002Ffamilies\u002Fin\u002Fdevtools-tui","families\u002Fin\u002Fdevtools-tui",{"title":235,"path":236,"stem":237,"access":12},"liff","\u002Ffamilies\u002Fin\u002Fliff","families\u002Fin\u002Fliff",{"title":239,"path":240,"stem":241,"access":12},"nextjs","\u002Ffamilies\u002Fin\u002Fnextjs","families\u002Fin\u002Fnextjs",{"title":243,"path":244,"stem":245,"access":12},"nuxt","\u002Ffamilies\u002Fin\u002Fnuxt","families\u002Fin\u002Fnuxt",{"title":247,"path":248,"stem":249,"access":12},"pinia","\u002Ffamilies\u002Fin\u002Fpinia","families\u002Fin\u002Fpinia",{"title":251,"path":252,"stem":253,"access":12},"pwa","\u002Ffamilies\u002Fin\u002Fpwa","families\u002Fin\u002Fpwa",{"title":255,"path":256,"stem":257,"access":12},"react","\u002Ffamilies\u002Fin\u002Freact","families\u002Fin\u002Freact",{"title":259,"path":260,"stem":261,"access":12},"relay","\u002Ffamilies\u002Fin\u002Frelay","families\u002Fin\u002Frelay",{"title":263,"path":264,"stem":265,"access":12},"rest","\u002Ffamilies\u002Fin\u002Frest","families\u002Fin\u002Frest",{"title":267,"path":268,"stem":269,"access":12},"solid","\u002Ffamilies\u002Fin\u002Fsolid","families\u002Fin\u002Fsolid",{"title":271,"path":272,"stem":273,"access":12},"svelte","\u002Ffamilies\u002Fin\u002Fsvelte","families\u002Fin\u002Fsvelte",{"title":275,"path":276,"stem":277,"access":12},"tanstack-query","\u002Ffamilies\u002Fin\u002Ftanstack-query","families\u002Fin\u002Ftanstack-query",{"title":279,"path":280,"stem":281,"access":12},"tanstack-table","\u002Ffamilies\u002Fin\u002Ftanstack-table","families\u002Fin\u002Ftanstack-table",{"title":283,"path":284,"stem":285,"access":12},"vue","\u002Ffamilies\u002Fin\u002Fvue","families\u002Fin\u002Fvue",{"title":287,"path":288,"stem":289,"access":12},"yjs","\u002Ffamilies\u002Fin\u002Fyjs","families\u002Fin\u002Fyjs",{"title":291,"path":292,"stem":293,"access":12},"zustand","\u002Ffamilies\u002Fin\u002Fzustand","families\u002Fin\u002Fzustand",{"title":295,"path":296,"stem":297,"children":298,"access":12,"icon":127},"on-Auth","\u002Ffamilies\u002Fon","families\u002Fon\u002Findex",[299,300,304,308,312,316,320,324,328,332,336],{"title":295,"path":296,"stem":297,"access":12,"icon":127},{"title":301,"path":302,"stem":303,"access":12},"email-otp","\u002Ffamilies\u002Fon\u002Femail-otp","families\u002Fon\u002Femail-otp",{"title":305,"path":306,"stem":307,"access":12},"magic-link","\u002Ffamilies\u002Fon\u002Fmagic-link","families\u002Fon\u002Fmagic-link",{"title":309,"path":310,"stem":311,"access":12},"oidc","\u002Ffamilies\u002Fon\u002Foidc","families\u002Fon\u002Foidc",{"title":313,"path":314,"stem":315,"access":12},"password","\u002Ffamilies\u002Fon\u002Fpassword","families\u002Fon\u002Fpassword",{"title":317,"path":318,"stem":319,"access":12},"pin","\u002Ffamilies\u002Fon\u002Fpin","families\u002Fon\u002Fpin",{"title":321,"path":322,"stem":323,"access":12},"recovery","\u002Ffamilies\u002Fon\u002Frecovery","families\u002Fon\u002Frecovery",{"title":325,"path":326,"stem":327,"access":12},"shamir","\u002Ffamilies\u002Fon\u002Fshamir","families\u002Fon\u002Fshamir",{"title":329,"path":330,"stem":331,"access":12},"threat","\u002Ffamilies\u002Fon\u002Fthreat","families\u002Fon\u002Fthreat",{"title":333,"path":334,"stem":335,"access":12},"totp","\u002Ffamilies\u002Fon\u002Ftotp","families\u002Fon\u002Ftotp",{"title":337,"path":338,"stem":339,"access":12},"webauthn","\u002Ffamilies\u002Fon\u002Fwebauthn","families\u002Fon\u002Fwebauthn",{"title":341,"path":342,"stem":343,"children":344,"access":12,"icon":127},"to-Stores","\u002Ffamilies\u002Fto","families\u002Fto\u002Findex",[345,346,350,353,357,361,365,370,374,378,382,386,390,394,398,402,406,410,414,417,421,425,429,434,438,442],{"title":341,"path":342,"stem":343,"access":12,"icon":127},{"title":347,"path":348,"stem":349,"access":12},"aws-dynamo","\u002Ffamilies\u002Fto\u002Faws-dynamo","families\u002Fto\u002Faws-dynamo",{"title":129,"path":351,"stem":352,"access":12},"\u002Ffamilies\u002Fto\u002Faws-s3","families\u002Fto\u002Faws-s3",{"title":354,"path":355,"stem":356,"access":12},"browser-fs","\u002Ffamilies\u002Fto\u002Fbrowser-fs","families\u002Fto\u002Fbrowser-fs",{"title":358,"path":359,"stem":360,"access":12},"browser-idb","\u002Ffamilies\u002Fto\u002Fbrowser-idb","families\u002Fto\u002Fbrowser-idb",{"title":362,"path":363,"stem":364,"access":12},"browser-local","\u002Ffamilies\u002Fto\u002Fbrowser-local","families\u002Fto\u002Fbrowser-local",{"title":366,"path":367,"stem":368,"access":12,"icon":369},"Choosing a store","\u002Ffamilies\u002Fto\u002Fchoosing-a-store","families\u002Fto\u002Fchoosing-a-store","i-lucide-split",{"title":371,"path":372,"stem":373,"access":12},"cloudflare-d1","\u002Ffamilies\u002Fto\u002Fcloudflare-d1","families\u002Fto\u002Fcloudflare-d1",{"title":375,"path":376,"stem":377,"access":12},"cloudflare-r2","\u002Ffamilies\u002Fto\u002Fcloudflare-r2","families\u002Fto\u002Fcloudflare-r2",{"title":379,"path":380,"stem":381,"access":12},"drive","\u002Ffamilies\u002Fto\u002Fdrive","families\u002Fto\u002Fdrive",{"title":383,"path":384,"stem":385,"access":12},"file","\u002Ffamilies\u002Fto\u002Ffile","families\u002Fto\u002Ffile",{"title":387,"path":388,"stem":389,"access":12},"icloud","\u002Ffamilies\u002Fto\u002Ficloud","families\u002Fto\u002Ficloud",{"title":391,"path":392,"stem":393,"access":12},"memory","\u002Ffamilies\u002Fto\u002Fmemory","families\u002Fto\u002Fmemory",{"title":395,"path":396,"stem":397,"access":12},"meter","\u002Ffamilies\u002Fto\u002Fmeter","families\u002Fto\u002Fmeter",{"title":399,"path":400,"stem":401,"access":12},"mysql","\u002Ffamilies\u002Fto\u002Fmysql","families\u002Fto\u002Fmysql",{"title":403,"path":404,"stem":405,"access":12},"nfs","\u002Ffamilies\u002Fto\u002Fnfs","families\u002Fto\u002Fnfs",{"title":407,"path":408,"stem":409,"access":12},"postgres","\u002Ffamilies\u002Fto\u002Fpostgres","families\u002Fto\u002Fpostgres",{"title":411,"path":412,"stem":413,"access":12},"probe","\u002Ffamilies\u002Fto\u002Fprobe","families\u002Fto\u002Fprobe",{"title":263,"path":415,"stem":416,"access":12},"\u002Ffamilies\u002Fto\u002Frest","families\u002Fto\u002Frest",{"title":418,"path":419,"stem":420,"access":12},"smb","\u002Ffamilies\u002Fto\u002Fsmb","families\u002Fto\u002Fsmb",{"title":422,"path":423,"stem":424,"access":12},"sqlite","\u002Ffamilies\u002Fto\u002Fsqlite","families\u002Fto\u002Fsqlite",{"title":426,"path":427,"stem":428,"access":12},"ssh","\u002Ffamilies\u002Fto\u002Fssh","families\u002Fto\u002Fssh",{"title":430,"path":431,"stem":432,"access":12,"icon":433},"Store-locator descriptors","\u002Ffamilies\u002Fto\u002Fstore-locator","families\u002Fto\u002Fstore-locator","i-lucide-map-pin",{"title":435,"path":436,"stem":437,"access":12},"supabase","\u002Ffamilies\u002Fto\u002Fsupabase","families\u002Fto\u002Fsupabase",{"title":439,"path":440,"stem":441,"access":12},"turso","\u002Ffamilies\u002Fto\u002Fturso","families\u002Fto\u002Fturso",{"title":443,"path":444,"stem":445,"access":12},"webdav","\u002Ffamilies\u002Fto\u002Fwebdav","families\u002Fto\u002Fwebdav",{"title":447,"path":448,"stem":449,"children":450},"Faq","\u002Ffaq","faq",[451,454,458,462,466,470],{"title":10,"path":448,"stem":452,"access":12,"icon":453},"faq\u002Findex","i-lucide-circle-help",{"title":455,"path":456,"stem":457,"access":12},"Where can noy-db run?","\u002Ffaq\u002Fwhere-can-noy-db-run","faq\u002F1.where-can-noy-db-run",{"title":459,"path":460,"stem":461,"access":12},"Native mobile & PWA","\u002Ffaq\u002Fmobile-and-pwa","faq\u002F2.mobile-and-pwa",{"title":463,"path":464,"stem":465,"access":12},"Threat model","\u002Ffaq\u002Fthreat-model","faq\u002F3.threat-model",{"title":467,"path":468,"stem":469,"access":12},"Community & ecosystem","\u002Ffaq\u002Fcommunity-and-ecosystem","faq\u002F4.community-and-ecosystem",{"title":471,"path":472,"stem":473,"access":12},"Licensing","\u002Ffaq\u002Flicensing","faq\u002F5.licensing",{"title":475,"path":476,"stem":477,"children":478},"Glossary","\u002Fglossary","glossary",[479,482,486,490,494],{"title":10,"path":476,"stem":480,"access":12,"icon":481},"glossary\u002Findex","i-lucide-book-a",{"title":483,"path":484,"stem":485,"access":12},"Core vocabulary","\u002Fglossary\u002Fcore-vocabulary","glossary\u002Fcore-vocabulary",{"title":487,"path":488,"stem":489,"access":12},"Deletion vocabulary","\u002Fglossary\u002Fdeletion","glossary\u002Fdeletion",{"title":491,"path":492,"stem":493,"access":12},"Satellite collection vocabulary","\u002Fglossary\u002Fsatellite-collections","glossary\u002Fsatellite-collections",{"title":495,"path":496,"stem":497,"access":12},"Schema migration vocabulary","\u002Fglossary\u002Fschema-migration","glossary\u002Fschema-migration",{"title":499,"path":500,"stem":501,"children":502},"Recipes","\u002Frecipes","recipes",[503,506,510,514,518,522,526,530,534,538,542,546,550,554,558,562,567,571,575,580,584,588,592],{"title":10,"path":500,"stem":504,"access":12,"icon":505},"recipes\u002Findex","i-lucide-play",{"title":507,"path":508,"stem":509,"access":12},"Accounting app","\u002Frecipes\u002Faccounting-app","recipes\u002Faccounting-app",{"title":511,"path":512,"stem":513,"access":12},"Analytics app","\u002Frecipes\u002Fanalytics-app","recipes\u002Fanalytics-app",{"title":515,"path":516,"stem":517,"access":12},"Attestation verifier","\u002Frecipes\u002Fattestation-verifier","recipes\u002Fattestation-verifier",{"title":519,"path":520,"stem":521,"access":12},"AWS-KMS attestation","\u002Frecipes\u002Faws-kms-pdf-attestation","recipes\u002Faws-kms-pdf-attestation",{"title":523,"path":524,"stem":525,"access":12},"Browser durability","\u002Frecipes\u002Fbrowser-durability","recipes\u002Fbrowser-durability",{"title":527,"path":528,"stem":529,"access":12},"Production cloud store","\u002Frecipes\u002Fcloud-store","recipes\u002Fcloud-store",{"title":531,"path":532,"stem":533,"access":12},"Compose your own setup","\u002Frecipes\u002Fcompose-your-own","recipes\u002Fcompose-your-own",{"title":535,"path":536,"stem":537,"access":12},"Confidential HR records","\u002Frecipes\u002Fconfidential-hr","recipes\u002Fconfidential-hr",{"title":539,"path":540,"stem":541,"access":12},"Composing an echo secret","\u002Frecipes\u002Fecho-secret-enrollment","recipes\u002Fecho-secret-enrollment",{"title":543,"path":544,"stem":545,"access":12},"Email archive","\u002Frecipes\u002Femail-archive","recipes\u002Femail-archive",{"title":547,"path":548,"stem":549,"access":12},"Email archive — threads & revisions","\u002Frecipes\u002Femail-archive-threads-revisions","recipes\u002Femail-archive-threads-revisions",{"title":551,"path":552,"stem":553,"access":12},"Export & portability","\u002Frecipes\u002Fexport-portability","recipes\u002Fexport-portability",{"title":555,"path":556,"stem":557,"access":12},"Passwordless OIDC (AWS Cognito)","\u002Frecipes\u002Fpasswordless-oidc","recipes\u002Fpasswordless-oidc",{"title":559,"path":560,"stem":561,"access":12},"Personal notebook","\u002Frecipes\u002Fpersonal-notebook","recipes\u002Fpersonal-notebook",{"title":563,"path":564,"stem":565,"access":12,"icon":566},"Playgrounds","\u002Frecipes\u002Fplaygrounds","recipes\u002Fplaygrounds","i-lucide-gamepad-2",{"title":568,"path":569,"stem":570,"access":12},"React invoice app","\u002Frecipes\u002Freact-invoices","recipes\u002Freact-invoices",{"title":572,"path":573,"stem":574,"access":12},"Collaborative app","\u002Frecipes\u002Frealtime-crdt-app","recipes\u002Frealtime-crdt-app",{"title":576,"path":577,"stem":578,"access":12,"icon":579},"Run the showcases","\u002Frecipes\u002Frun-the-showcases","recipes\u002Frun-the-showcases","i-lucide-flask-conical",{"title":581,"path":582,"stem":583,"access":12},"Search & RAG","\u002Frecipes\u002Fsearch-rag","recipes\u002Fsearch-rag",{"title":585,"path":586,"stem":587,"access":12},"Team vault topology","\u002Frecipes\u002Fteam-vault-topology","recipes\u002Fteam-vault-topology",{"title":589,"path":590,"stem":591,"access":12},"Unlock ceremonies","\u002Frecipes\u002Funlock-ceremonies","recipes\u002Funlock-ceremonies",{"title":593,"path":594,"stem":595,"access":12},"User preferences","\u002Frecipes\u002Fuser-preferences","recipes\u002Fuser-preferences",{"title":597,"path":598,"stem":599,"children":600},"Services","\u002Fservices","services",[601,604,608,612,616,620,624,628,632,636,640,644,648,652,656,660,664,668,672,676,680,684,688,692,696,700,704,710,714,718,722,726,730,734,738,742,746,750,755,759,763,767,771,775,779,783,787,791,795,799,803,807,811,815,819,823,827,831,835,839,843,847,851,855,859,863,867,871,875,879,883,887,891,895,899],{"title":10,"path":598,"stem":602,"access":12,"icon":603},"services\u002Findex","i-lucide-layers",{"title":605,"path":606,"stem":607,"access":12},"archive","\u002Fservices\u002Farchive","services\u002Farchive",{"title":609,"path":610,"stem":611,"access":12},"attestation","\u002Fservices\u002Fattestation","services\u002Fattestation",{"title":613,"path":614,"stem":615,"access":12},"auth-introspection","\u002Fservices\u002Fauth-introspection","services\u002Fauth-introspection",{"title":617,"path":618,"stem":619,"access":12},"auth-landscape","\u002Fservices\u002Fauth-landscape","services\u002Fauth-landscape",{"title":621,"path":622,"stem":623,"access":12},"blobs","\u002Fservices\u002Fblobs","services\u002Fblobs",{"title":625,"path":626,"stem":627,"access":12},"broker","\u002Fservices\u002Fbroker","services\u002Fbroker",{"title":629,"path":630,"stem":631,"access":12},"bundle","\u002Fservices\u002Fbundle","services\u002Fbundle",{"title":633,"path":634,"stem":635,"access":12},"classified","\u002Fservices\u002Fclassified","services\u002Fclassified",{"title":637,"path":638,"stem":639,"access":12},"computed","\u002Fservices\u002Fcomputed","services\u002Fcomputed",{"title":641,"path":642,"stem":643,"access":12},"consent","\u002Fservices\u002Fconsent","services\u002Fconsent",{"title":645,"path":646,"stem":647,"access":12},"cover","\u002Fservices\u002Fcover","services\u002Fcover",{"title":649,"path":650,"stem":651,"access":12},"coverage","\u002Fservices\u002Fcoverage","services\u002Fcoverage",{"title":653,"path":654,"stem":655,"access":12},"crdt","\u002Fservices\u002Fcrdt","services\u002Fcrdt",{"title":657,"path":658,"stem":659,"access":12},"cross-join","\u002Fservices\u002Fcross-join","services\u002Fcross-join",{"title":661,"path":662,"stem":663,"access":12},"custody","\u002Fservices\u002Fcustody","services\u002Fcustody",{"title":665,"path":666,"stem":667,"access":12},"derivations","\u002Fservices\u002Fderivations","services\u002Fderivations",{"title":669,"path":670,"stem":671,"access":12},"directory","\u002Fservices\u002Fdirectory","services\u002Fdirectory",{"title":673,"path":674,"stem":675,"access":12},"search — AI","\u002Fservices\u002Fembeddings","services\u002Fembeddings",{"title":677,"path":678,"stem":679,"access":12},"Field metadata","\u002Fservices\u002Ffield-metadata","services\u002Ffield-metadata",{"title":681,"path":682,"stem":683,"access":12},"Foreign refs","\u002Fservices\u002Fforeign-refs","services\u002Fforeign-refs",{"title":685,"path":686,"stem":687,"access":12},"forget","\u002Fservices\u002Fforget","services\u002Fforget",{"title":689,"path":690,"stem":691,"access":12},"governance","\u002Fservices\u002Fgovernance","services\u002Fgovernance",{"title":693,"path":694,"stem":695,"access":12},"guards","\u002Fservices\u002Fguards","services\u002Fguards",{"title":697,"path":698,"stem":699,"access":12},"history","\u002Fservices\u002Fhistory","services\u002Fhistory",{"title":701,"path":702,"stem":703,"access":12},"i18n","\u002Fservices\u002Fi18n","services\u002Fi18n",{"title":705,"path":706,"stem":707,"children":708,"access":12},"indexing","\u002Fservices\u002Findexing","services\u002Findexing",[709],{"title":705,"path":706,"stem":707,"access":12},{"title":711,"path":712,"stem":713,"access":12},"introspection","\u002Fservices\u002Fintrospection","services\u002Fintrospection",{"title":715,"path":716,"stem":717,"access":12},"joins","\u002Fservices\u002Fjoins","services\u002Fjoins",{"title":719,"path":720,"stem":721,"access":12},"lazy","\u002Fservices\u002Flazy","services\u002Flazy",{"title":723,"path":724,"stem":725,"access":12},"links","\u002Fservices\u002Flinks","services\u002Flinks",{"title":727,"path":728,"stem":729,"access":12},"live","\u002Fservices\u002Flive","services\u002Flive",{"title":731,"path":732,"stem":733,"access":12},"lookup","\u002Fservices\u002Flookup","services\u002Flookup",{"title":735,"path":736,"stem":737,"access":12},"manifest","\u002Fservices\u002Fmanifest","services\u002Fmanifest",{"title":739,"path":740,"stem":741,"access":12},"materialized-views","\u002Fservices\u002Fmaterialized-views","services\u002Fmaterialized-views",{"title":743,"path":744,"stem":745,"access":12},"Metadata ladder","\u002Fservices\u002Fmetadata-ladder","services\u002Fmetadata-ladder",{"title":747,"path":748,"stem":749,"access":12},"Metadata riders","\u002Fservices\u002Fmetadata-riders","services\u002Fmetadata-riders",{"title":751,"path":752,"stem":753,"access":12,"badge":754},"metrics","\u002Fservices\u002Fmetrics","services\u002Fmetrics","Planned",{"title":756,"path":757,"stem":758,"access":12,"badge":754},"migrations","\u002Fservices\u002Fmigrations","services\u002Fmigrations",{"title":760,"path":761,"stem":762,"access":12},"money","\u002Fservices\u002Fmoney","services\u002Fmoney",{"title":764,"path":765,"stem":766,"access":12},"numbering","\u002Fservices\u002Fnumbering","services\u002Fnumbering",{"title":768,"path":769,"stem":770,"access":12},"overlay-views","\u002Fservices\u002Foverlay-views","services\u002Foverlay-views",{"title":772,"path":773,"stem":774,"access":12,"badge":754},"partitioning","\u002Fservices\u002Fpartitioning","services\u002Fpartitioning",{"title":776,"path":777,"stem":778,"access":12},"periods","\u002Fservices\u002Fperiods","services\u002Fperiods",{"title":780,"path":781,"stem":782,"access":12},"persisted-schemas","\u002Fservices\u002Fpersisted-schemas","services\u002Fpersisted-schemas",{"title":784,"path":785,"stem":786,"access":12},"plaintext-bypass","\u002Fservices\u002Fplaintext-bypass","services\u002Fplaintext-bypass",{"title":788,"path":789,"stem":790,"access":12},"pod-redirect","\u002Fservices\u002Fpod-redirect","services\u002Fpod-redirect",{"title":792,"path":793,"stem":794,"access":12},"pod-signature","\u002Fservices\u002Fpod-signature","services\u002Fpod-signature",{"title":796,"path":797,"stem":798,"access":12},"policy","\u002Fservices\u002Fpolicy","services\u002Fpolicy",{"title":800,"path":801,"stem":802,"access":12},"portability","\u002Fservices\u002Fportability","services\u002Fportability",{"title":804,"path":805,"stem":806,"access":12},"reduce","\u002Fservices\u002Freduce","services\u002Freduce",{"title":808,"path":809,"stem":810,"access":12},"routing","\u002Fservices\u002Frouting","services\u002Frouting",{"title":812,"path":813,"stem":814,"access":12},"satellites","\u002Fservices\u002Fsatellites","services\u002Fsatellites",{"title":816,"path":817,"stem":818,"access":12},"schema-identifiers","\u002Fservices\u002Fschema-identifiers","services\u002Fschema-identifiers",{"title":820,"path":821,"stem":822,"access":12},"schema-update","\u002Fservices\u002Fschema-update","services\u002Fschema-update",{"title":824,"path":825,"stem":826,"access":12},"sealed-record","\u002Fservices\u002Fsealed-record","services\u002Fsealed-record",{"title":828,"path":829,"stem":830,"access":12},"sealing provider id","\u002Fservices\u002Fsealing-pid-stability","services\u002Fsealing-pid-stability",{"title":832,"path":833,"stem":834,"access":12},"search — full-text","\u002Fservices\u002Fsearch","services\u002Fsearch",{"title":836,"path":837,"stem":838,"access":12},"sequence","\u002Fservices\u002Fsequence","services\u002Fsequence",{"title":840,"path":841,"stem":842,"access":12},"session","\u002Fservices\u002Fsession","services\u002Fsession",{"title":844,"path":845,"stem":846,"access":12},"session-tiers","\u002Fservices\u002Fsession-tiers","services\u002Fsession-tiers",{"title":848,"path":849,"stem":850,"access":12},"shadow","\u002Fservices\u002Fshadow","services\u002Fshadow",{"title":852,"path":853,"stem":854,"access":12},"share-link","\u002Fservices\u002Fshare-link","services\u002Fshare-link",{"title":856,"path":857,"stem":858,"access":12},"snapshots","\u002Fservices\u002Fsnapshots","services\u002Fsnapshots",{"title":860,"path":861,"stem":862,"access":12},"store capabilities","\u002Fservices\u002Fstorage-capability-matrix","services\u002Fstorage-capability-matrix",{"title":864,"path":865,"stem":866,"access":12},"sync","\u002Fservices\u002Fsync","services\u002Fsync",{"title":868,"path":869,"stem":870,"access":12},"team","\u002Fservices\u002Fteam","services\u002Fteam",{"title":872,"path":873,"stem":874,"access":12},"tiers","\u002Fservices\u002Ftiers","services\u002Ftiers",{"title":876,"path":877,"stem":878,"access":12},"transactions","\u002Fservices\u002Ftransactions","services\u002Ftransactions",{"title":880,"path":881,"stem":882,"access":12},"partitions","\u002Fservices\u002Ftransferable-partitions","services\u002Ftransferable-partitions",{"title":884,"path":885,"stem":886,"access":12},"user-envelope","\u002Fservices\u002Fuser-envelope","services\u002Fuser-envelope",{"title":888,"path":889,"stem":890,"access":12,"badge":754},"validation","\u002Fservices\u002Fvalidation","services\u002Fvalidation",{"title":892,"path":893,"stem":894,"access":12},"vault-head","\u002Fservices\u002Fvault-head","services\u002Fvault-head",{"title":896,"path":897,"stem":898,"access":12},"via","\u002Fservices\u002Fvia","services\u002Fvia",{"title":900,"path":901,"stem":902,"access":12},"withdrawal","\u002Fservices\u002Fwithdrawal","services\u002Fwithdrawal",{"title":904,"path":905,"stem":906,"children":907},"Start","\u002Fstart","start",[908,911,915,919,923],{"title":10,"path":905,"stem":909,"access":12,"icon":910},"start\u002Findex","i-lucide-flag",{"title":912,"path":913,"stem":914,"access":12},"Install","\u002Fstart\u002Finstall","start\u002F1.install",{"title":916,"path":917,"stem":918,"access":12},"Your first vault","\u002Fstart\u002Ffirst-vault","start\u002F2.first-vault",{"title":920,"path":921,"stem":922,"access":12},"Your first service","\u002Fstart\u002Ffirst-service","start\u002F3.first-service",{"title":924,"path":925,"stem":926,"access":12},"See the ciphertext","\u002Fstart\u002Fsee-the-ciphertext","start\u002F4.see-the-ciphertext",{"id":928,"title":581,"access":12,"apiToc":929,"body":930,"category":2002,"description":2003,"extension":2004,"meta":2005,"navigation":2002,"nest":2002,"path":582,"seo":2006,"sinceVersion":2002,"status":2007,"stem":583,"subtitle":2002,"tier":2008,"tocExternal":2002,"__hash__":2009},"docs\u002Frecipes\u002Fsearch-rag.md",false,{"type":931,"value":932,"toc":1994},"minimark",[933,937,961,974,981,986,1052,1056,1361,1368,1485,1489,1638,1649,1653,1658,1949,1955,1959,1962,1966,1990],[934,935,581],"h1",{"id":936},"search-rag",[938,939,940],"blockquote",{},[941,942,943,947,948,951,952,956,957,960],"p",{},[944,945,946],"strong",{},"Audience:"," apps that need \"find it by words or by meaning\" over encrypted records — and, optionally, an LLM answering questions over them.\n",[944,949,950],{},"Bundle:"," core + ",[953,954,955],"code",{},"withSearch()"," (one factory, all three retrieval modes) + ",[953,958,959],{},"@noy-db\u002Fin-ai"," for the LLM loop.",[941,962,963,964,973],{},"Verified by: ",[965,966,970],"a",{"href":967,"rel":968},"https:\u002F\u002Fgithub.com\u002Fnoy-db\u002Fdocs\u002Fblob\u002Fmain\u002Fshowcases\u002Fsrc\u002Frecipe-search-rag.recipe.test.ts",[969],"nofollow",[953,971,972],{},"showcases\u002Fsrc\u002Frecipe-search-rag.recipe.test.ts"," — the code below is the same code that runs there.",[941,975,976,977,980],{},"Everything on this page happens ",[944,978,979],{},"client-side, after decryption",": the index, the vectors, the ranking, and the tool dispatch all run inside the hub. The store holds only ciphertext throughout — search adds no leakage beyond reading the collection.",[982,983,985],"h2",{"id":984},"prerequisites","Prerequisites",[987,988,989,1005,1019,1042],"ul",{},[990,991,992,997,998,1001,1002,1004],"li",{},[944,993,994],{},[953,995,996],{},"searchStrategy: withSearch()"," — one opt-in enables lexical, semantic, and hybrid (see ",[965,999,1000],{"href":833},"search"," \u002F ",[965,1003,673],{"href":674},", two pages, one subsystem).",[990,1006,1007,1014,1015,1018],{},[944,1008,1009,1010,1013],{},"A ",[953,1011,1012],{},"textIndexes"," allowlist on the collection"," for indexed lexical ",[953,1016,1017],{},"retrieve()",".",[990,1020,1021,1028,1029,1032,1033,1037,1038,1041],{},[944,1022,1023,1024,1027],{},"An ",[953,1025,1026],{},"embeddings"," encoder on the collection"," for semantic\u002Fhybrid — a ",[953,1030,1031],{},"{ dim, model, source, encode }"," object ",[1034,1035,1036],"em",{},"you"," supply. An ",[944,1039,1040],{},"on-device"," model keeps zero-knowledge end-to-end; a hosted embeddings API adds that provider as a party that can read your text — choose deliberately.",[990,1043,1044,1048,1049,1018],{},[944,1045,1046],{},[953,1047,959],{}," for the RAG half: ",[953,1050,1051],{},"pnpm add @noy-db\u002Fhub @noy-db\u002Fin-ai",[982,1053,1055],{"id":1054},"setup","Setup",[1057,1058,1063],"pre",{"className":1059,"code":1060,"language":1061,"meta":1062,"style":1062},"language-ts shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","import { createNoydb, withSearch } from '@noy-db\u002Fhub'\nimport { toBrowserIdb } from '@noy-db\u002Fto-browser-idb'\n\nconst db = await createNoydb({\n  store: toBrowserIdb(),\n  user: 'analyst',\n  secret: 'search-rag-pass-2026',\n  searchStrategy: withSearch(),\n})\nconst vault = await db.openVault('firm')\n\nconst notes = vault.collection\u003CNote>('notes', {\n  textIndexes: ['text'],   \u002F\u002F lexical retrieval reads this allowlist\n  embeddings: encoder,     \u002F\u002F your text→vector function (dim\u002Fmodel must match it)\n})\n","ts","",[953,1064,1065,1104,1125,1132,1157,1175,1193,1210,1224,1233,1264,1269,1311,1338,1354],{"__ignoreMap":1062},[1066,1067,1070,1074,1078,1082,1085,1088,1091,1094,1097,1101],"span",{"class":1068,"line":1069},"line",1,[1066,1071,1073],{"class":1072},"s7zQu","import",[1066,1075,1077],{"class":1076},"sMK4o"," {",[1066,1079,1081],{"class":1080},"sTEyZ"," createNoydb",[1066,1083,1084],{"class":1076},",",[1066,1086,1087],{"class":1080}," withSearch",[1066,1089,1090],{"class":1076}," }",[1066,1092,1093],{"class":1072}," from",[1066,1095,1096],{"class":1076}," '",[1066,1098,1100],{"class":1099},"sfazB","@noy-db\u002Fhub",[1066,1102,1103],{"class":1076},"'\n",[1066,1105,1107,1109,1111,1114,1116,1118,1120,1123],{"class":1068,"line":1106},2,[1066,1108,1073],{"class":1072},[1066,1110,1077],{"class":1076},[1066,1112,1113],{"class":1080}," toBrowserIdb",[1066,1115,1090],{"class":1076},[1066,1117,1093],{"class":1072},[1066,1119,1096],{"class":1076},[1066,1121,1122],{"class":1099},"@noy-db\u002Fto-browser-idb",[1066,1124,1103],{"class":1076},[1066,1126,1128],{"class":1068,"line":1127},3,[1066,1129,1131],{"emptyLinePlaceholder":1130},true,"\n",[1066,1133,1135,1139,1142,1145,1148,1151,1154],{"class":1068,"line":1134},4,[1066,1136,1138],{"class":1137},"spNyl","const",[1066,1140,1141],{"class":1080}," db ",[1066,1143,1144],{"class":1076},"=",[1066,1146,1147],{"class":1072}," await",[1066,1149,1081],{"class":1150},"s2Zo4",[1066,1152,1153],{"class":1080},"(",[1066,1155,1156],{"class":1076},"{\n",[1066,1158,1160,1164,1167,1169,1172],{"class":1068,"line":1159},5,[1066,1161,1163],{"class":1162},"swJcz","  store",[1066,1165,1166],{"class":1076},":",[1066,1168,1113],{"class":1150},[1066,1170,1171],{"class":1080},"()",[1066,1173,1174],{"class":1076},",\n",[1066,1176,1178,1181,1183,1185,1188,1191],{"class":1068,"line":1177},6,[1066,1179,1180],{"class":1162},"  user",[1066,1182,1166],{"class":1076},[1066,1184,1096],{"class":1076},[1066,1186,1187],{"class":1099},"analyst",[1066,1189,1190],{"class":1076},"'",[1066,1192,1174],{"class":1076},[1066,1194,1196,1199,1201,1203,1206,1208],{"class":1068,"line":1195},7,[1066,1197,1198],{"class":1162},"  secret",[1066,1200,1166],{"class":1076},[1066,1202,1096],{"class":1076},[1066,1204,1205],{"class":1099},"search-rag-pass-2026",[1066,1207,1190],{"class":1076},[1066,1209,1174],{"class":1076},[1066,1211,1213,1216,1218,1220,1222],{"class":1068,"line":1212},8,[1066,1214,1215],{"class":1162},"  searchStrategy",[1066,1217,1166],{"class":1076},[1066,1219,1087],{"class":1150},[1066,1221,1171],{"class":1080},[1066,1223,1174],{"class":1076},[1066,1225,1227,1230],{"class":1068,"line":1226},9,[1066,1228,1229],{"class":1076},"}",[1066,1231,1232],{"class":1080},")\n",[1066,1234,1236,1238,1241,1243,1245,1248,1250,1253,1255,1257,1260,1262],{"class":1068,"line":1235},10,[1066,1237,1138],{"class":1137},[1066,1239,1240],{"class":1080}," vault ",[1066,1242,1144],{"class":1076},[1066,1244,1147],{"class":1072},[1066,1246,1247],{"class":1080}," db",[1066,1249,1018],{"class":1076},[1066,1251,1252],{"class":1150},"openVault",[1066,1254,1153],{"class":1080},[1066,1256,1190],{"class":1076},[1066,1258,1259],{"class":1099},"firm",[1066,1261,1190],{"class":1076},[1066,1263,1232],{"class":1080},[1066,1265,1267],{"class":1068,"line":1266},11,[1066,1268,1131],{"emptyLinePlaceholder":1130},[1066,1270,1272,1274,1277,1279,1282,1284,1287,1290,1294,1297,1299,1301,1304,1306,1308],{"class":1068,"line":1271},12,[1066,1273,1138],{"class":1137},[1066,1275,1276],{"class":1080}," notes ",[1066,1278,1144],{"class":1076},[1066,1280,1281],{"class":1080}," vault",[1066,1283,1018],{"class":1076},[1066,1285,1286],{"class":1150},"collection",[1066,1288,1289],{"class":1076},"\u003C",[1066,1291,1293],{"class":1292},"sBMFI","Note",[1066,1295,1296],{"class":1076},">",[1066,1298,1153],{"class":1080},[1066,1300,1190],{"class":1076},[1066,1302,1303],{"class":1099},"notes",[1066,1305,1190],{"class":1076},[1066,1307,1084],{"class":1076},[1066,1309,1310],{"class":1076}," {\n",[1066,1312,1314,1317,1319,1322,1324,1327,1329,1332,1334],{"class":1068,"line":1313},13,[1066,1315,1316],{"class":1162},"  textIndexes",[1066,1318,1166],{"class":1076},[1066,1320,1321],{"class":1080}," [",[1066,1323,1190],{"class":1076},[1066,1325,1326],{"class":1099},"text",[1066,1328,1190],{"class":1076},[1066,1330,1331],{"class":1080},"]",[1066,1333,1084],{"class":1076},[1066,1335,1337],{"class":1336},"sHwdD","   \u002F\u002F lexical retrieval reads this allowlist\n",[1066,1339,1341,1344,1346,1349,1351],{"class":1068,"line":1340},14,[1066,1342,1343],{"class":1162},"  embeddings",[1066,1345,1166],{"class":1076},[1066,1347,1348],{"class":1080}," encoder",[1066,1350,1084],{"class":1076},[1066,1352,1353],{"class":1336},"     \u002F\u002F your text→vector function (dim\u002Fmodel must match it)\n",[1066,1355,1357,1359],{"class":1068,"line":1356},15,[1066,1358,1229],{"class":1076},[1066,1360,1232],{"class":1080},[941,1362,1363,1364,1367],{},"The walkthrough's ",[953,1365,1366],{},"encoder"," is a deterministic stub (a bag-of-chars hash) so the paired test is reproducible — in an app you plug a real model; the shape is just:",[1057,1369,1371],{"className":1059,"code":1370,"language":1061,"meta":1062,"style":1062},"const encoder = {\n  dim: 384, model: 'your-model-name', source: 'text' as const,\n  encode: async (text: string): Promise\u003CFloat32Array> => yourModel.embed(text),\n}\n",[953,1372,1373,1384,1430,1480],{"__ignoreMap":1062},[1066,1374,1375,1377,1380,1382],{"class":1068,"line":1069},[1066,1376,1138],{"class":1137},[1066,1378,1379],{"class":1080}," encoder ",[1066,1381,1144],{"class":1076},[1066,1383,1310],{"class":1076},[1066,1385,1386,1389,1391,1395,1397,1400,1402,1404,1407,1409,1411,1414,1416,1418,1420,1422,1425,1428],{"class":1068,"line":1106},[1066,1387,1388],{"class":1162},"  dim",[1066,1390,1166],{"class":1076},[1066,1392,1394],{"class":1393},"sbssI"," 384",[1066,1396,1084],{"class":1076},[1066,1398,1399],{"class":1162}," model",[1066,1401,1166],{"class":1076},[1066,1403,1096],{"class":1076},[1066,1405,1406],{"class":1099},"your-model-name",[1066,1408,1190],{"class":1076},[1066,1410,1084],{"class":1076},[1066,1412,1413],{"class":1162}," source",[1066,1415,1166],{"class":1076},[1066,1417,1096],{"class":1076},[1066,1419,1326],{"class":1099},[1066,1421,1190],{"class":1076},[1066,1423,1424],{"class":1072}," as",[1066,1426,1427],{"class":1137}," const",[1066,1429,1174],{"class":1076},[1066,1431,1432,1435,1437,1440,1443,1446,1448,1451,1454,1457,1459,1462,1464,1467,1470,1472,1475,1478],{"class":1068,"line":1127},[1066,1433,1434],{"class":1150},"  encode",[1066,1436,1166],{"class":1076},[1066,1438,1439],{"class":1137}," async",[1066,1441,1442],{"class":1076}," (",[1066,1444,1326],{"class":1445},"sHdIc",[1066,1447,1166],{"class":1076},[1066,1449,1450],{"class":1292}," string",[1066,1452,1453],{"class":1076},"):",[1066,1455,1456],{"class":1292}," Promise",[1066,1458,1289],{"class":1076},[1066,1460,1461],{"class":1292},"Float32Array",[1066,1463,1296],{"class":1076},[1066,1465,1466],{"class":1137}," =>",[1066,1468,1469],{"class":1080}," yourModel",[1066,1471,1018],{"class":1076},[1066,1473,1474],{"class":1150},"embed",[1066,1476,1477],{"class":1080},"(text)",[1066,1479,1174],{"class":1076},[1066,1481,1482],{"class":1068,"line":1134},[1066,1483,1484],{"class":1076},"}\n",[982,1486,1488],{"id":1487},"three-retrieval-modes-one-call","Three retrieval modes, one call",[1057,1490,1492],{"className":1059,"code":1491,"language":1061,"meta":1062,"style":1062},"await notes.retrieve('invoice payment', { mode: 'lexical' })\n\u002F\u002F BM25 over the textIndexes fields — matching *words*, ranked, with snippets\n\nawait notes.retrieve('invoice payment', { mode: 'semantic' })\n\u002F\u002F cosine similarity over the encrypted _vec side-cars — matching *meaning*\n\nawait notes.retrieve('invoice payment', { mode: 'hybrid' })\n\u002F\u002F both rankings fused (RRF): a record that appears in both lists rises\n\u002F\u002F above each modality's own leader — usually what an app wants by default\n",[953,1493,1494,1536,1541,1545,1582,1587,1591,1628,1633],{"__ignoreMap":1062},[1066,1495,1496,1499,1502,1504,1507,1509,1511,1514,1516,1518,1520,1523,1525,1527,1530,1532,1534],{"class":1068,"line":1069},[1066,1497,1498],{"class":1072},"await",[1066,1500,1501],{"class":1080}," notes",[1066,1503,1018],{"class":1076},[1066,1505,1506],{"class":1150},"retrieve",[1066,1508,1153],{"class":1080},[1066,1510,1190],{"class":1076},[1066,1512,1513],{"class":1099},"invoice payment",[1066,1515,1190],{"class":1076},[1066,1517,1084],{"class":1076},[1066,1519,1077],{"class":1076},[1066,1521,1522],{"class":1162}," mode",[1066,1524,1166],{"class":1076},[1066,1526,1096],{"class":1076},[1066,1528,1529],{"class":1099},"lexical",[1066,1531,1190],{"class":1076},[1066,1533,1090],{"class":1076},[1066,1535,1232],{"class":1080},[1066,1537,1538],{"class":1068,"line":1106},[1066,1539,1540],{"class":1336},"\u002F\u002F BM25 over the textIndexes fields — matching *words*, ranked, with snippets\n",[1066,1542,1543],{"class":1068,"line":1127},[1066,1544,1131],{"emptyLinePlaceholder":1130},[1066,1546,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1576,1578,1580],{"class":1068,"line":1134},[1066,1548,1498],{"class":1072},[1066,1550,1501],{"class":1080},[1066,1552,1018],{"class":1076},[1066,1554,1506],{"class":1150},[1066,1556,1153],{"class":1080},[1066,1558,1190],{"class":1076},[1066,1560,1513],{"class":1099},[1066,1562,1190],{"class":1076},[1066,1564,1084],{"class":1076},[1066,1566,1077],{"class":1076},[1066,1568,1522],{"class":1162},[1066,1570,1166],{"class":1076},[1066,1572,1096],{"class":1076},[1066,1574,1575],{"class":1099},"semantic",[1066,1577,1190],{"class":1076},[1066,1579,1090],{"class":1076},[1066,1581,1232],{"class":1080},[1066,1583,1584],{"class":1068,"line":1159},[1066,1585,1586],{"class":1336},"\u002F\u002F cosine similarity over the encrypted _vec side-cars — matching *meaning*\n",[1066,1588,1589],{"class":1068,"line":1177},[1066,1590,1131],{"emptyLinePlaceholder":1130},[1066,1592,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1622,1624,1626],{"class":1068,"line":1195},[1066,1594,1498],{"class":1072},[1066,1596,1501],{"class":1080},[1066,1598,1018],{"class":1076},[1066,1600,1506],{"class":1150},[1066,1602,1153],{"class":1080},[1066,1604,1190],{"class":1076},[1066,1606,1513],{"class":1099},[1066,1608,1190],{"class":1076},[1066,1610,1084],{"class":1076},[1066,1612,1077],{"class":1076},[1066,1614,1522],{"class":1162},[1066,1616,1166],{"class":1076},[1066,1618,1096],{"class":1076},[1066,1620,1621],{"class":1099},"hybrid",[1066,1623,1190],{"class":1076},[1066,1625,1090],{"class":1076},[1066,1627,1232],{"class":1080},[1066,1629,1630],{"class":1068,"line":1212},[1066,1631,1632],{"class":1336},"\u002F\u002F both rankings fused (RRF): a record that appears in both lists rises\n",[1066,1634,1635],{"class":1068,"line":1226},[1066,1636,1637],{"class":1336},"\u002F\u002F above each modality's own leader — usually what an app wants by default\n",[941,1639,1640,1641,1644,1645,1648],{},"Zero-setup ",[953,1642,1643],{},"notes.search(field, query)"," also exists for ad-hoc scans with no index at all; the ",[965,1646,1647],{"href":833},"search page"," compares the paths.",[982,1650,1652],{"id":1651},"the-rag-half-permission-scoped-tools-for-an-llm","The RAG half — permission-scoped tools for an LLM",[941,1654,1655,1657],{},[953,1656,959],{}," turns the vault into function-calling tools — one per (collection × operation), in OpenAI \u002F Anthropic \u002F Vercel AI \u002F JSON-Schema shapes — and dispatches the model's calls back. The LLM never touches keys; it sees only the decrypted records your host process chose to expose:",[1057,1659,1661],{"className":1059,"code":1660,"language":1061,"meta":1062,"style":1062},"import { buildToolset, invokeToolCall } from '@noy-db\u002Fin-ai'\n\n\u002F\u002F Hand the model exactly these capabilities — an allowlist, not a firehose:\nconst tools = buildToolset(vault, {\n  format: 'openai',\n  operations: ['list', 'get'],\n  collections: ['notes'],\n})\n\u002F\u002F → [{ function: { name: 'notes_list', … } }, { function: { name: 'notes_get', … } }]\n\n\u002F\u002F The model answers with a tool call; you dispatch it:\nconst result = await invokeToolCall(vault, { name: 'notes_get', args: { id: 'n-2' } })\n\n\u002F\u002F Out-of-allowlist calls are refused at dispatch too — defense in both directions:\nawait invokeToolCall(vault, { name: 'notes_delete', args: { id: 'n-2' } },\n  { allowedOperations: ['list', 'get'] }) \u002F\u002F → rejects\n",[953,1662,1663,1687,1691,1696,1714,1730,1759,1778,1784,1789,1793,1798,1856,1860,1865,1911],{"__ignoreMap":1062},[1066,1664,1665,1667,1669,1672,1674,1677,1679,1681,1683,1685],{"class":1068,"line":1069},[1066,1666,1073],{"class":1072},[1066,1668,1077],{"class":1076},[1066,1670,1671],{"class":1080}," buildToolset",[1066,1673,1084],{"class":1076},[1066,1675,1676],{"class":1080}," invokeToolCall",[1066,1678,1090],{"class":1076},[1066,1680,1093],{"class":1072},[1066,1682,1096],{"class":1076},[1066,1684,959],{"class":1099},[1066,1686,1103],{"class":1076},[1066,1688,1689],{"class":1068,"line":1106},[1066,1690,1131],{"emptyLinePlaceholder":1130},[1066,1692,1693],{"class":1068,"line":1127},[1066,1694,1695],{"class":1336},"\u002F\u002F Hand the model exactly these capabilities — an allowlist, not a firehose:\n",[1066,1697,1698,1700,1703,1705,1707,1710,1712],{"class":1068,"line":1134},[1066,1699,1138],{"class":1137},[1066,1701,1702],{"class":1080}," tools ",[1066,1704,1144],{"class":1076},[1066,1706,1671],{"class":1150},[1066,1708,1709],{"class":1080},"(vault",[1066,1711,1084],{"class":1076},[1066,1713,1310],{"class":1076},[1066,1715,1716,1719,1721,1723,1726,1728],{"class":1068,"line":1159},[1066,1717,1718],{"class":1162},"  format",[1066,1720,1166],{"class":1076},[1066,1722,1096],{"class":1076},[1066,1724,1725],{"class":1099},"openai",[1066,1727,1190],{"class":1076},[1066,1729,1174],{"class":1076},[1066,1731,1732,1735,1737,1739,1741,1744,1746,1748,1750,1753,1755,1757],{"class":1068,"line":1177},[1066,1733,1734],{"class":1162},"  operations",[1066,1736,1166],{"class":1076},[1066,1738,1321],{"class":1080},[1066,1740,1190],{"class":1076},[1066,1742,1743],{"class":1099},"list",[1066,1745,1190],{"class":1076},[1066,1747,1084],{"class":1076},[1066,1749,1096],{"class":1076},[1066,1751,1752],{"class":1099},"get",[1066,1754,1190],{"class":1076},[1066,1756,1331],{"class":1080},[1066,1758,1174],{"class":1076},[1066,1760,1761,1764,1766,1768,1770,1772,1774,1776],{"class":1068,"line":1195},[1066,1762,1763],{"class":1162},"  collections",[1066,1765,1166],{"class":1076},[1066,1767,1321],{"class":1080},[1066,1769,1190],{"class":1076},[1066,1771,1303],{"class":1099},[1066,1773,1190],{"class":1076},[1066,1775,1331],{"class":1080},[1066,1777,1174],{"class":1076},[1066,1779,1780,1782],{"class":1068,"line":1212},[1066,1781,1229],{"class":1076},[1066,1783,1232],{"class":1080},[1066,1785,1786],{"class":1068,"line":1226},[1066,1787,1788],{"class":1336},"\u002F\u002F → [{ function: { name: 'notes_list', … } }, { function: { name: 'notes_get', … } }]\n",[1066,1790,1791],{"class":1068,"line":1235},[1066,1792,1131],{"emptyLinePlaceholder":1130},[1066,1794,1795],{"class":1068,"line":1266},[1066,1796,1797],{"class":1336},"\u002F\u002F The model answers with a tool call; you dispatch it:\n",[1066,1799,1800,1802,1805,1807,1809,1811,1813,1815,1817,1820,1822,1824,1827,1829,1831,1834,1836,1838,1841,1843,1845,1848,1850,1852,1854],{"class":1068,"line":1271},[1066,1801,1138],{"class":1137},[1066,1803,1804],{"class":1080}," result ",[1066,1806,1144],{"class":1076},[1066,1808,1147],{"class":1072},[1066,1810,1676],{"class":1150},[1066,1812,1709],{"class":1080},[1066,1814,1084],{"class":1076},[1066,1816,1077],{"class":1076},[1066,1818,1819],{"class":1162}," name",[1066,1821,1166],{"class":1076},[1066,1823,1096],{"class":1076},[1066,1825,1826],{"class":1099},"notes_get",[1066,1828,1190],{"class":1076},[1066,1830,1084],{"class":1076},[1066,1832,1833],{"class":1162}," args",[1066,1835,1166],{"class":1076},[1066,1837,1077],{"class":1076},[1066,1839,1840],{"class":1162}," id",[1066,1842,1166],{"class":1076},[1066,1844,1096],{"class":1076},[1066,1846,1847],{"class":1099},"n-2",[1066,1849,1190],{"class":1076},[1066,1851,1090],{"class":1076},[1066,1853,1090],{"class":1076},[1066,1855,1232],{"class":1080},[1066,1857,1858],{"class":1068,"line":1313},[1066,1859,1131],{"emptyLinePlaceholder":1130},[1066,1861,1862],{"class":1068,"line":1340},[1066,1863,1864],{"class":1336},"\u002F\u002F Out-of-allowlist calls are refused at dispatch too — defense in both directions:\n",[1066,1866,1867,1869,1871,1873,1875,1877,1879,1881,1883,1886,1888,1890,1892,1894,1896,1898,1900,1902,1904,1906,1908],{"class":1068,"line":1356},[1066,1868,1498],{"class":1072},[1066,1870,1676],{"class":1150},[1066,1872,1709],{"class":1080},[1066,1874,1084],{"class":1076},[1066,1876,1077],{"class":1076},[1066,1878,1819],{"class":1162},[1066,1880,1166],{"class":1076},[1066,1882,1096],{"class":1076},[1066,1884,1885],{"class":1099},"notes_delete",[1066,1887,1190],{"class":1076},[1066,1889,1084],{"class":1076},[1066,1891,1833],{"class":1162},[1066,1893,1166],{"class":1076},[1066,1895,1077],{"class":1076},[1066,1897,1840],{"class":1162},[1066,1899,1166],{"class":1076},[1066,1901,1096],{"class":1076},[1066,1903,1847],{"class":1099},[1066,1905,1190],{"class":1076},[1066,1907,1090],{"class":1076},[1066,1909,1910],{"class":1076}," },\n",[1066,1912,1914,1917,1920,1922,1924,1926,1928,1930,1932,1934,1936,1938,1941,1943,1946],{"class":1068,"line":1913},16,[1066,1915,1916],{"class":1076},"  {",[1066,1918,1919],{"class":1162}," allowedOperations",[1066,1921,1166],{"class":1076},[1066,1923,1321],{"class":1080},[1066,1925,1190],{"class":1076},[1066,1927,1743],{"class":1099},[1066,1929,1190],{"class":1076},[1066,1931,1084],{"class":1076},[1066,1933,1096],{"class":1076},[1066,1935,1752],{"class":1099},[1066,1937,1190],{"class":1076},[1066,1939,1940],{"class":1080},"] ",[1066,1942,1229],{"class":1076},[1066,1944,1945],{"class":1080},") ",[1066,1947,1948],{"class":1336},"\u002F\u002F → rejects\n",[941,1950,1951,1952,1954],{},"The retrieval modes above are the natural retriever for this loop: ",[953,1953,1017],{}," picks the passages, the toolset fetches the records, your prompt assembles the context.",[982,1956,1958],{"id":1957},"verify","Verify",[941,1960,1961],{},"Run the paired walkthrough: all three modes return real ranked ids (the fusion never invents rows), the toolset emits exactly the allowlisted tools, dispatch round-trips a record, and an out-of-allowlist operation is refused.",[982,1963,1965],{"id":1964},"see-also","See also",[987,1967,1968,1979,1985],{},[990,1969,1970,1972,1973,1975,1976,1978],{},[965,1971,1000],{"href":833}," · ",[965,1974,673],{"href":674}," — the two facets of the one ",[953,1977,955],{}," subsystem, in depth.",[990,1980,1981,1984],{},[965,1982,1983],{"href":224},"in-ai"," — the adapter's full surface.",[990,1986,1987,1989],{},[965,1988,463],{"href":464}," — where a hosted encoder or LLM sits relative to the trust boundary.",[1991,1992,1993],"style",{},"html pre.shiki code .s7zQu, html code.shiki .s7zQu{--shiki-light:#39ADB5;--shiki-light-font-style:italic;--shiki-default:#89DDFF;--shiki-default-font-style:italic;--shiki-dark:#89DDFF;--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 .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html pre.shiki code .spNyl, html code.shiki .spNyl{--shiki-light:#9C3EDA;--shiki-default:#C792EA;--shiki-dark:#C792EA}html pre.shiki code .s2Zo4, html code.shiki .s2Zo4{--shiki-light:#6182B8;--shiki-default:#82AAFF;--shiki-dark:#82AAFF}html pre.shiki code .swJcz, html code.shiki .swJcz{--shiki-light:#E53935;--shiki-default:#F07178;--shiki-dark:#F07178}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}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 .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 .sbssI, html code.shiki .sbssI{--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C}html pre.shiki code .sHdIc, html code.shiki .sHdIc{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#EEFFFF;--shiki-default-font-style:italic;--shiki-dark:#BABED8;--shiki-dark-font-style:italic}",{"title":1062,"searchDepth":1127,"depth":1127,"links":1995},[1996,1997,1998,1999,2000,2001],{"id":984,"depth":1106,"text":985},{"id":1054,"depth":1106,"text":1055},{"id":1487,"depth":1106,"text":1488},{"id":1651,"depth":1106,"text":1652},{"id":1957,"depth":1106,"text":1958},{"id":1964,"depth":1106,"text":1965},null,"Retrieval over an encrypted collection — lexical, semantic, and hybrid — then the in-ai toolset handing permission-scoped tools to an LLM loop.","md",{},{"title":581,"description":2003},"stable","important","EIIrwnsOwiNfm65vOb7ByjuJ1ch6bQfspYnFwE-bkMc",1791896576990]