03e6a62b80
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Replace JSON-string embeddings with native pgvector(1536) storage and add PostgreSQL full-text search (tsvector/GIN) with Reciprocal Rank Fusion for hybrid keyword + semantic ranking. Changes: - NoteEmbedding.embedding: String → vector(1536) via pgvector - NoteEmbedding: added updatedAt for reindex tracking - Note: added tsv (tsvector) with auto-update trigger for FTS - semantic-search.service: hybrid FTS + vector search with RRF fusion - embedding.service: toVectorString() for pgvector SQL literals - Removed JS-side cosine similarity loops (now DB-side via <=>) - Added HNSW index on NoteEmbedding.embedding (cosine distance) - Added GIN index on Note.tsv for FTS queries Schema migration in: prisma/migrations/20260512120000_pgvector_and_fts_search/ Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
443 lines
14 KiB
Plaintext
443 lines
14 KiB
Plaintext
generator client {
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provider = "prisma-client-js"
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binaryTargets = ["debian-openssl-3.0.x", "native"]
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}
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datasource db {
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provider = "postgresql"
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url = env("DATABASE_URL")
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}
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model User {
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id String @id @default(cuid())
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name String?
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email String @unique
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emailVerified DateTime?
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password String?
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role String @default("USER")
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image String?
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theme String @default("light")
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resetToken String? @unique
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resetTokenExpiry DateTime?
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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cardSizeMode String @default("variable")
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accounts Account[]
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agents Agent[]
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aiFeedback AiFeedback[]
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canvases Canvas[]
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conversations Conversation[]
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labels Label[]
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memoryEchoInsights MemoryEchoInsight[]
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notes Note[]
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noteHistories NoteHistory[]
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sentShares NoteShare[] @relation("SentShares")
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receivedShares NoteShare[] @relation("ReceivedShares")
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notebooks Notebook[]
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sessions Session[]
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aiSettings UserAISettings?
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workflows Workflow[]
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notifications Notification[]
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}
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model Account {
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userId String
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type String
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provider String
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providerAccountId String
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refresh_token String?
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access_token String?
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expires_at Int?
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token_type String?
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scope String?
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id_token String?
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session_state String?
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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user User @relation(fields: [userId], references: [id], onDelete: Cascade)
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@@id([provider, providerAccountId])
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}
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model Session {
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sessionToken String @unique
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userId String
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expires DateTime
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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user User @relation(fields: [userId], references: [id], onDelete: Cascade)
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}
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model VerificationToken {
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identifier String
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token String
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expires DateTime
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@@id([identifier, token])
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}
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model Notebook {
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id String @id @default(cuid())
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name String
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icon String?
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color String?
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order Int
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parentId String?
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trashedAt DateTime?
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userId String
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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agents Agent[]
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conversations Conversation[]
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labels Label[]
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notes Note[]
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user User @relation(fields: [userId], references: [id], onDelete: Cascade)
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workflows Workflow[]
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parent Notebook? @relation("NotebookTree", fields: [parentId], references: [id], onDelete: Cascade)
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children Notebook[] @relation("NotebookTree")
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@@index([userId, order])
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@@index([userId])
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@@index([parentId])
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@@index([trashedAt])
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}
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model Label {
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id String @id @default(cuid())
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name String
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color String @default("gray")
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type String @default("user") // "ai" or "user"
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notebookId String?
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userId String?
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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notebook Notebook? @relation(fields: [notebookId], references: [id], onDelete: Cascade)
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user User? @relation(fields: [userId], references: [id], onDelete: Cascade)
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notes Note[] @relation("LabelToNote")
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@@unique([notebookId, name])
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@@index([notebookId])
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@@index([userId])
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}
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model Note {
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id String @id @default(cuid())
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title String?
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content String
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color String @default("default")
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isPinned Boolean @default(false)
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isArchived Boolean @default(false)
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type String @default("richtext")
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dismissedFromRecent Boolean @default(false)
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checkItems String?
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labels String?
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images String?
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/// Illustration SVG (sanitized) for editorial feed thumbnail — optional, peut être généré par IA
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illustrationSvg String?
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links String?
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reminder DateTime?
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isReminderDone Boolean @default(false)
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reminderRecurrence String?
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reminderLocation String?
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isMarkdown Boolean @default(false) // DEPRECATED: use type = 'markdown' instead
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size String @default("small")
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sharedWith String?
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userId String?
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order Int @default(0)
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notebookId String?
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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contentUpdatedAt DateTime @default(now())
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autoGenerated Boolean?
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aiProvider String?
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aiConfidence Int?
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language String?
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languageConfidence Float?
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lastAiAnalysis DateTime?
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trashedAt DateTime?
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tsv Unsupported("tsvector")?
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aiFeedback AiFeedback[]
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memoryEchoAsNote1 MemoryEchoInsight[] @relation("EchoNote1")
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memoryEchoAsNote2 MemoryEchoInsight[] @relation("EchoNote2")
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notebook Notebook? @relation(fields: [notebookId], references: [id])
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user User? @relation(fields: [userId], references: [id], onDelete: Cascade)
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noteEmbedding NoteEmbedding?
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shares NoteShare[]
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labelRelations Label[] @relation("LabelToNote")
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historyEntries NoteHistory[]
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historyEnabled Boolean @default(false)
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@@index([isPinned])
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@@index([isArchived])
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@@index([trashedAt])
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@@index([order])
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@@index([reminder])
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@@index([userId])
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@@index([userId, notebookId])
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}
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model NoteHistory {
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id String @id @default(cuid())
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noteId String
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userId String
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version Int
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reason String?
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title String?
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content String
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color String
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isPinned Boolean
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isArchived Boolean
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type String
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checkItems String?
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labels String?
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images String?
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links String?
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isMarkdown Boolean
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size String
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notebookId String?
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createdAt DateTime @default(now())
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note Note @relation(fields: [noteId], references: [id], onDelete: Cascade)
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user User @relation(fields: [userId], references: [id], onDelete: Cascade)
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@@unique([noteId, version])
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@@index([noteId, createdAt(sort: Desc)])
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@@index([userId, noteId, createdAt(sort: Desc)])
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}
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model NoteShare {
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id String @id @default(cuid())
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noteId String
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userId String
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sharedBy String
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status String @default("pending")
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permission String @default("view")
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notifiedAt DateTime?
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respondedAt DateTime?
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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note Note @relation(fields: [noteId], references: [id], onDelete: Cascade)
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sharer User @relation("SentShares", fields: [sharedBy], references: [id], onDelete: Cascade)
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user User @relation("ReceivedShares", fields: [userId], references: [id], onDelete: Cascade)
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@@unique([noteId, userId])
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@@index([userId])
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@@index([status])
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@@index([sharedBy])
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}
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model SystemConfig {
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key String @id
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value String
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}
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model AiFeedback {
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id String @id @default(cuid())
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noteId String
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userId String?
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feedbackType String
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feature String
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originalContent String
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correctedContent String?
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metadata String?
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createdAt DateTime @default(now())
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note Note @relation(fields: [noteId], references: [id], onDelete: Cascade)
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user User? @relation(fields: [userId], references: [id], onDelete: Cascade)
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@@index([noteId])
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@@index([userId])
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@@index([feature])
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}
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model MemoryEchoInsight {
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id String @id @default(cuid())
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userId String?
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note1Id String
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note2Id String
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similarityScore Float
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insight String
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insightDate DateTime @default(now())
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viewed Boolean @default(false)
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feedback String?
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dismissed Boolean @default(false)
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note1 Note @relation("EchoNote1", fields: [note1Id], references: [id], onDelete: Cascade)
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note2 Note @relation("EchoNote2", fields: [note2Id], references: [id], onDelete: Cascade)
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user User? @relation(fields: [userId], references: [id], onDelete: Cascade)
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@@unique([userId, insightDate])
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@@index([userId, insightDate])
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@@index([userId, dismissed])
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}
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model UserAISettings {
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userId String @id
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titleSuggestions Boolean @default(true)
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semanticSearch Boolean @default(true)
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paragraphRefactor Boolean @default(true)
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memoryEcho Boolean @default(true)
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memoryEchoFrequency String @default("daily")
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aiProvider String @default("auto")
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preferredLanguage String @default("auto")
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fontSize String @default("medium")
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demoMode Boolean @default(false)
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showRecentNotes Boolean @default(true)
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emailNotifications Boolean @default(false)
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desktopNotifications Boolean @default(false)
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anonymousAnalytics Boolean @default(false)
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autoLabeling Boolean @default(true)
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noteHistory Boolean @default(false)
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noteHistoryMode String @default("manual")
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languageDetection Boolean @default(true)
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fontFamily String @default("inter")
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autoSave Boolean @default(true)
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user User @relation(fields: [userId], references: [id], onDelete: Cascade)
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@@index([memoryEcho])
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@@index([aiProvider])
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@@index([memoryEchoFrequency])
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@@index([preferredLanguage])
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}
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model NoteEmbedding {
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id String @id @default(cuid())
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noteId String @unique
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embedding Unsupported("vector(1536)")
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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note Note @relation(fields: [noteId], references: [id], onDelete: Cascade)
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@@index([noteId])
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}
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model Agent {
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id String @id @default(cuid())
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name String
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description String?
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type String? @default("scraper")
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role String
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sourceUrls String?
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frequency String @default("manual")
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lastRun DateTime?
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nextRun DateTime?
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isEnabled Boolean @default(true)
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targetNotebookId String?
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sourceNotebookId String?
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sourceNoteIds String?
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slideTheme String?
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slideStyle String?
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tools String? @default("[]")
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maxSteps Int @default(10)
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notifyEmail Boolean @default(false)
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includeImages Boolean @default(false)
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userId String
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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scheduledTime String? @default("08:00")
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scheduledDay Int?
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timezone String?
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notebook Notebook? @relation(fields: [targetNotebookId], references: [id])
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user User @relation(fields: [userId], references: [id], onDelete: Cascade)
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actions AgentAction[]
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@@index([userId])
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@@index([isEnabled])
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}
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model AgentAction {
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id String @id @default(cuid())
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agentId String
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status String @default("pending")
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result String?
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log String?
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input String?
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toolLog String?
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tokensUsed Int?
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createdAt DateTime @default(now())
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agent Agent @relation(fields: [agentId], references: [id], onDelete: Cascade)
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@@index([agentId])
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}
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model Conversation {
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id String @id @default(cuid())
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title String?
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userId String
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notebookId String?
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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messages ChatMessage[]
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notebook Notebook? @relation(fields: [notebookId], references: [id])
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user User @relation(fields: [userId], references: [id], onDelete: Cascade)
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@@index([userId])
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@@index([notebookId])
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}
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model ChatMessage {
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id String @id @default(cuid())
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conversationId String
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role String
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content String
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createdAt DateTime @default(now())
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conversation Conversation @relation(fields: [conversationId], references: [id], onDelete: Cascade)
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@@index([conversationId])
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}
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model Canvas {
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id String @id @default(cuid())
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name String
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data String
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userId String
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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user User @relation(fields: [userId], references: [id], onDelete: Cascade)
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@@index([userId])
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}
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model Workflow {
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id String @id @default(cuid())
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name String
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description String?
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graph String @default("{\"nodes\":[],\"edges\":[]}")
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isEnabled Boolean @default(true)
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userId String
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notebookId String?
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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notebook Notebook? @relation(fields: [notebookId], references: [id])
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user User @relation(fields: [userId], references: [id], onDelete: Cascade)
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runs WorkflowRun[]
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@@index([userId])
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@@index([isEnabled])
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}
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model WorkflowRun {
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id String @id @default(cuid())
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workflowId String
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status String @default("running")
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log String?
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createdAt DateTime @default(now())
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workflow Workflow @relation(fields: [workflowId], references: [id], onDelete: Cascade)
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@@index([workflowId])
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@@index([status])
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}
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model Notification {
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id String @id @default(cuid())
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userId String
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type String // "agent_success", "agent_failure", "share", "reminder", "system"
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title String
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message String?
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read Boolean @default(false)
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actionUrl String? // e.g. "/agents" or "/notes/xxx"
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relatedId String? // e.g. agentId or noteId
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createdAt DateTime @default(now())
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user User @relation(fields: [userId], references: [id], onDelete: Cascade)
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@@index([userId, read])
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@@index([userId, createdAt])
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}
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