更新阅读器功能与示例
This commit is contained in:
shen
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import CryptoKit
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import Foundation
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public struct RDAIIndexOptions: Sendable {
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public var scope: RDAIReadScope
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public var priorityResource: RDAIResourceIdentifier?
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public init(scope: RDAIReadScope, priorityResource: RDAIResourceIdentifier? = nil) {
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self.scope = scope
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self.priorityResource = priorityResource
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}
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}
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public enum RDAIIndexState: Equatable, Sendable {
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case notStarted
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case indexing(completedResources: Int, totalResources: Int)
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case paused(completedResources: Int, totalResources: Int)
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case ready
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case failed(RDAIError)
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}
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public struct RDAIRetrievalOptions: Sendable {
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public var maximumResults: Int
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public var scope: RDAIReadScope
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public var minimumScore: Double
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public init(maximumResults: Int = 4, scope: RDAIReadScope, minimumScore: Double = 0.01) {
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self.maximumResults = max(1, maximumResults)
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self.scope = scope
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self.minimumScore = min(max(minimumScore, 0), 1)
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}
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}
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public struct RDAIRetrievalMatch: Sendable, Identifiable {
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public let id: String
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public let passage: RDAIPassage
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public let score: Double
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public let lexicalScore: Double
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public let semanticScore: Double?
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public init(passage: RDAIPassage, score: Double, lexicalScore: Double, semanticScore: Double? = nil) {
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id = passage.id
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self.passage = passage
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self.score = score
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self.lexicalScore = lexicalScore
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self.semanticScore = semanticScore
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}
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}
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public enum RDAIContentHasher {
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public static func hash(_ text: String) -> String {
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SHA256.hash(data: Data(text.utf8)).map { String(format: "%02x", $0) }.joined()
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}
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}
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public actor RDAIInMemoryIndexStore {
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private var resources: [RDAIDocumentIdentifier: [RDAIResourceDescriptor]] = [:]
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private var passages: [RDAIDocumentIdentifier: [RDAIPassage]] = [:]
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private var entities: [RDAIDocumentIdentifier: [RDAIEntityMention]] = [:]
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public init() {}
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public func replace(
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document: RDAIDocumentDescriptor,
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resource: RDAIResourceDescriptor,
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analysis: RDAIAnalysisResult
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) {
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var documentResources = resources[document.identifier] ?? []
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documentResources.removeAll { $0.identifier == resource.identifier }
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documentResources.append(resource)
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resources[document.identifier] = documentResources.sorted { $0.order < $1.order }
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var documentPassages = passages[document.identifier] ?? []
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documentPassages.removeAll { $0.resourceIdentifier == resource.identifier }
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documentPassages.append(contentsOf: analysis.passages)
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passages[document.identifier] = documentPassages
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var documentEntities = entities[document.identifier] ?? []
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documentEntities.removeAll { $0.locator.resourceIdentifier == resource.identifier }
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documentEntities.append(contentsOf: analysis.entityMentions)
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entities[document.identifier] = documentEntities
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}
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public func passages(for documentIdentifier: RDAIDocumentIdentifier) -> [RDAIPassage] {
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passages[documentIdentifier] ?? []
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}
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public func entities(for documentIdentifier: RDAIDocumentIdentifier) -> [RDAIEntityMention] {
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entities[documentIdentifier] ?? []
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}
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public func resourceOrder(
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for identifier: RDAIResourceIdentifier,
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documentIdentifier: RDAIDocumentIdentifier
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) -> Int? {
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resources[documentIdentifier]?.first { $0.identifier == identifier }?.order
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}
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public func remove(documentIdentifier: RDAIDocumentIdentifier) {
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resources.removeValue(forKey: documentIdentifier)
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passages.removeValue(forKey: documentIdentifier)
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entities.removeValue(forKey: documentIdentifier)
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}
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}
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/// First implementation of the local indexing pipeline. Storage is deliberately
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/// injectable so a SQLite-backed store can replace it without changing adapters.
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@MainActor
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public final class RDAIReaderService {
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public private(set) var state: RDAIIndexState = .notStarted {
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didSet { stateContinuations.values.forEach { $0.yield(state) } }
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}
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private let contentProvider: RDAIContentProvider
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private let analyzer: any RDAIAnalyzing
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private let store: RDAIInMemoryIndexStore
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private let persistentStore: RDAISQLiteIndexStore?
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private let generativeProvider: (any RDAIGenerativeProvider)?
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private let semanticScorer: (any RDAISemanticScoring)?
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private let configuration: RDAIReaderConfiguration
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private let diagnostics: (any RDAIDiagnosticsRecording)?
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private var stateContinuations: [UUID: AsyncStream<RDAIIndexState>.Continuation] = [:]
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private var pauseRequested = false
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private var resumeContinuation: CheckedContinuation<Void, Never>?
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public init(
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contentProvider: RDAIContentProvider,
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analyzer: some RDAIAnalyzing,
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semanticScorer: (any RDAISemanticScoring)? = nil,
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store: RDAIInMemoryIndexStore = .init(),
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persistentStore: RDAISQLiteIndexStore? = nil,
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generativeProvider: (any RDAIGenerativeProvider)? = nil,
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configuration: RDAIReaderConfiguration = .default,
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diagnostics: (any RDAIDiagnosticsRecording)? = nil
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) {
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self.contentProvider = contentProvider
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self.analyzer = analyzer
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self.semanticScorer = semanticScorer
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self.store = store
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self.persistentStore = persistentStore
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self.generativeProvider = generativeProvider
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self.configuration = configuration
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self.diagnostics = diagnostics
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}
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public func stateUpdates() -> AsyncStream<RDAIIndexState> {
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let identifier = UUID()
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return AsyncStream { [weak self] continuation in
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guard let self else {
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continuation.finish()
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return
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}
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continuation.yield(self.state)
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self.stateContinuations[identifier] = continuation
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continuation.onTermination = { [weak self] _ in
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Task { @MainActor in self?.stateContinuations.removeValue(forKey: identifier) }
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}
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}
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}
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public func prepareIndex(options: RDAIIndexOptions) async throws {
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guard configuration.isAIEnabled else { throw RDAIError.disabled }
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let startedAt = Date()
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let document = contentProvider.aiDocumentDescriptor()
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var resources = try await contentProvider.aiResources().sorted { $0.order < $1.order }
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resources = prioritized(resources, preferred: options.priorityResource)
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let scopedResources = try await resourcesAllowed(by: options.scope, document: document, resources: resources)
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state = .indexing(completedResources: 0, totalResources: scopedResources.count)
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do {
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for (index, resource) in scopedResources.enumerated() {
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try Task.checkCancellation()
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await waitIfPaused(completed: index, total: scopedResources.count)
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try Task.checkCancellation()
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let sourceSnapshot = try await contentProvider.aiResourceSnapshot(for: resource.identifier)
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let snapshot = limited(sourceSnapshot, by: options.scope)
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guard !snapshot.sourceText.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty else {
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state = .indexing(completedResources: index + 1, totalResources: scopedResources.count)
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continue
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}
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if let persistentStore,
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try await persistentStore.resourceHash(documentID: document.identifier, resourceID: resource.identifier) == snapshot.sourceHash {
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try await persistentStore.saveCheckpoint(documentID: document.identifier, resourceOrder: resource.order)
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state = .indexing(completedResources: index + 1, totalResources: scopedResources.count)
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continue
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}
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let analysis = await analyzer.analyze(document: document, snapshot: snapshot)
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if let persistentStore {
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try await persistentStore.replace(document: document, resource: resource, analysis: analysis, sourceHash: snapshot.sourceHash)
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try await persistentStore.saveCheckpoint(documentID: document.identifier, resourceOrder: resource.order)
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} else {
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await store.replace(document: document, resource: resource, analysis: analysis)
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}
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state = .indexing(completedResources: index + 1, totalResources: scopedResources.count)
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}
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state = .ready
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await record(stage: .indexing, startedAt: startedAt, count: scopedResources.count)
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} catch is CancellationError {
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state = .notStarted
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throw RDAIError.cancelled
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} catch let error as RDAIError {
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state = .failed(error)
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await record(stage: .indexing, startedAt: startedAt, errorCode: "rdai-error")
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throw error
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} catch {
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// Public errors must not expose paths, OCR text or SQLite details.
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let wrapped = RDAIError.indexingFailed("unexpected")
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state = .failed(wrapped)
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await record(stage: .indexing, startedAt: startedAt, errorCode: "indexing-failed")
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throw wrapped
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}
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}
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public func retrieve(query: String, options: RDAIRetrievalOptions) async -> [RDAIRetrievalMatch] {
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let document = contentProvider.aiDocumentDescriptor()
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let allPassages = await storedPassages(for: document.identifier)
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let filtered = await filter(allPassages, scope: options.scope, documentIdentifier: document.identifier)
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var matches: [RDAIRetrievalMatch] = []
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for passage in filtered {
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let score = lexicalScore(query: query, text: passage.text)
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let semantic = await semanticScorer?.score(query: query, text: passage.text, languageCode: passage.languageCode)
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let finalScore = semantic.map { 0.6 * score + 0.4 * $0 } ?? score
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guard finalScore >= options.minimumScore else { continue }
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matches.append(RDAIRetrievalMatch(passage: passage, score: finalScore, lexicalScore: score, semanticScore: semantic))
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}
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return matches.sorted {
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if $0.score == $1.score { return $0.passage.order < $1.passage.order }
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return $0.score > $1.score
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}
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.prefix(options.maximumResults)
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.map { $0 }
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}
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public func removeIndex() async {
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if let persistentStore { try? await persistentStore.remove(documentID: contentProvider.aiDocumentDescriptor().identifier) }
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else { await store.remove(documentIdentifier: contentProvider.aiDocumentDescriptor().identifier) }
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state = .notStarted
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}
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public func pauseIndexing() {
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pauseRequested = true
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}
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public func resumeIndexing() {
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pauseRequested = false
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resumeContinuation?.resume()
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resumeContinuation = nil
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}
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public func removeAllAIData() async {
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if let persistentStore { try? await persistentStore.removeAll() }
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else { await store.remove(documentIdentifier: contentProvider.aiDocumentDescriptor().identifier) }
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state = .notStarted
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}
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public func storageBytes() async -> Int64 {
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await persistentStore?.storageBytes() ?? 0
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}
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public func showCitation(_ citation: RDAICitation) async throws {
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try await contentProvider.aiShowCitationHighlight(citation)
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}
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public func clearCitationHighlight() {
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contentProvider.aiClearCitationHighlight()
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}
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public func availability(for capability: RDAICapability, locale: Locale = .current) async -> RDAICapabilityAvailability {
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guard configuration.isAIEnabled else { return .unavailable(reason: .providerNotInstalled) }
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switch capability {
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case .languageAnalysis, .entityExtraction, .lexicalSearch: return .available
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case .semanticSearch:
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return semanticScorer == nil ? .degraded(reason: .embeddingAssetsUnavailable) : .available
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case .summarization, .questionAnswering, .characterRelationships:
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guard let generativeProvider else { return .degraded(reason: .providerNotInstalled) }
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return await generativeProvider.availability(for: capability, locale: locale)
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}
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}
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public func summarize(scope: RDAIReadScope, length: RDAISummaryLength) async throws -> RDAISummary {
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guard configuration.isAIEnabled else { throw RDAIError.disabled }
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let document = contentProvider.aiDocumentDescriptor()
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let cacheKey = artifactKey(document: document, scope: scope, suffix: "summary|\(length.rawValue)")
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if configuration.storesGeneratedArtifacts,
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let persistentStore,
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let data = try? await persistentStore.artifact(documentID: document.identifier, key: cacheKey),
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let cached = try? JSONDecoder().decode(RDAISummary.self, from: data) { return cached }
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let passages = try await passages(for: scope, limit: length == .brief ? 2 : (length == .standard ? 4 : 6))
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let metadata = generationMetadata(provider: generativeProvider?.identifier ?? "extractive")
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if let generativeProvider,
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case .available = await generativeProvider.availability(for: .summarization, locale: .current),
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case let .summary(overview, statements) = try await generativeProvider.generate(.init(task: .summary(length), passages: passages, scope: scope)) {
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let validated = validatedStatements(statements, passages: passages)
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guard !validated.isEmpty else { throw RDAIError.insufficientEvidence }
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let result = RDAISummary(title: document.title, overview: overview, keyPoints: validated, citations: citations(for: passages), metadata: metadata)
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try? await saveArtifact(result, document: document, key: cacheKey)
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return result
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}
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let statements = passages.map { RDAISourcedStatement(text: $0.text, citationIdentifiers: [$0.id]) }
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let result = RDAISummary(title: document.title, overview: passages.first?.text ?? "暂无可总结的已读内容。", keyPoints: statements, citations: citations(for: passages), metadata: metadata)
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try? await saveArtifact(result, document: document, key: cacheKey)
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return result
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}
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public func answer(question: String, scope: RDAIReadScope) async throws -> RDAIAnswer {
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guard configuration.isAIEnabled else { throw RDAIError.disabled }
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let document = contentProvider.aiDocumentDescriptor()
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let cacheKey = artifactKey(document: document, scope: scope, suffix: "answer|\(RDAIContentHasher.hash(question))")
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if configuration.storesGeneratedArtifacts,
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let persistentStore,
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let data = try? await persistentStore.artifact(documentID: document.identifier, key: cacheKey),
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let cached = try? JSONDecoder().decode(RDAIAnswer.self, from: data) { return cached }
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let matches = await retrieve(query: question, options: .init(maximumResults: configuration.maximumRetrievedPassages, scope: scope))
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let passages = matches.map(\.passage)
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let metadata = generationMetadata(provider: generativeProvider?.identifier ?? "extractive")
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guard !passages.isEmpty else { return RDAIAnswer(status: .insufficientEvidence, text: "在当前阅读范围内未找到足够证据。", statements: [], citations: [], metadata: metadata) }
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if let generativeProvider,
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case .available = await generativeProvider.availability(for: .questionAnswering, locale: .current),
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case let .answer(text, statements) = try await generativeProvider.generate(.init(task: .answer, userText: question, passages: passages, scope: scope)) {
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let validated = validatedStatements(statements, passages: passages)
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guard !validated.isEmpty else { return RDAIAnswer(status: .insufficientEvidence, text: "模型结果缺少可验证的原文证据。", statements: [], citations: [], metadata: metadata) }
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let result = RDAIAnswer(status: .answered, text: text, statements: validated, citations: citations(for: passages), metadata: metadata)
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try? await saveArtifact(result, document: document, key: cacheKey)
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return result
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}
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let statements = passages.map { RDAISourcedStatement(text: $0.text, citationIdentifiers: [$0.id]) }
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let result = RDAIAnswer(status: .answered, text: "以下内容与问题最相关：", statements: statements, citations: citations(for: passages), metadata: metadata)
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try? await saveArtifact(result, document: document, key: cacheKey)
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return result
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}
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public func characters(scope: RDAIReadScope) async -> [RDAICharacter] {
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let document = contentProvider.aiDocumentDescriptor()
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let mentions = (await storedEntities(for: document.identifier)).filter { $0.kind == .person }
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let grouped = Dictionary(grouping: mentions, by: { canonicalCharacterName($0.normalizedName) })
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return grouped.compactMap { (name, values) -> RDAICharacter? in
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guard let first = values.first else { return nil }
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let evidence = values.prefix(3).map { mention in
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RDAICitation(passageIdentifier: mention.id, quote: mention.surfaceText, locator: mention.locator)
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}
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return RDAICharacter(id: RDAIContentHasher.hash(name), displayName: first.surfaceText, aliases: Array(Set(values.map(\.surfaceText))).sorted(), description: "在已读内容中出现 \(values.count) 次。", firstAppearance: evidence.first, evidence: evidence)
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}.sorted { $0.displayName < $1.displayName }
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}
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/// Conservative local relationship extraction: entities must co-occur in
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/// one allowed passage. It never promotes co-occurrence to a fact.
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public func relationships(scope: RDAIReadScope) async -> [RDAIRelationship] {
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let document = contentProvider.aiDocumentDescriptor()
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let passages = await filter(await storedPassages(for: document.identifier), scope: scope, documentIdentifier: document.identifier)
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let mentions = (await storedEntities(for: document.identifier)).filter { $0.kind == .person }
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var evidenceByPair: [String: [RDAICitation]] = [:]
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for passage in passages {
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let names = Array(Set(mentions.filter {
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$0.locator.resourceIdentifier == passage.resourceIdentifier && $0.locator.textRange.intersects(passage.locator.textRange)
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}.map { canonicalCharacterName($0.normalizedName) })).sorted()
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guard names.count > 1 else { continue }
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for left in names.indices {
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for right in names.indices where right > left {
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let key = "\(names[left])|\(names[right])"
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evidenceByPair[key, default: []].append(citation(for: passage))
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}
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}
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}
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return evidenceByPair.compactMap { key, evidence in
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let names = key.split(separator: "|", maxSplits: 1).map(String.init)
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guard names.count == 2, !evidence.isEmpty else { return nil }
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return RDAIRelationship(id: RDAIContentHasher.hash(key), sourceCharacterIdentifier: RDAIContentHasher.hash(names[0]), targetCharacterIdentifier: RDAIContentHasher.hash(names[1]), label: "共同出现", status: .possible, evidence: Array(evidence.prefix(3)))
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}.sorted { $0.id < $1.id }
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}
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private func passages(for scope: RDAIReadScope, limit: Int) async throws -> [RDAIPassage] {
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let document = contentProvider.aiDocumentDescriptor()
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let stored = await storedPassages(for: document.identifier)
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let all = await filter(stored, scope: scope, documentIdentifier: document.identifier)
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guard !all.isEmpty else { throw RDAIError.insufficientEvidence }
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return Array(all.sorted { $0.order < $1.order }.prefix(limit))
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}
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private func citations(for passages: [RDAIPassage]) -> [RDAICitation] { passages.map(citation(for:)) }
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private func citation(for passage: RDAIPassage) -> RDAICitation { RDAICitation(passageIdentifier: passage.id, quote: passage.text, locator: passage.locator) }
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private func validatedStatements(_ statements: [RDAISourcedStatement], passages: [RDAIPassage]) -> [RDAISourcedStatement] {
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let identifiers = Set(passages.map(\.id))
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return statements.compactMap { statement in
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let citations = statement.citationIdentifiers.filter { identifiers.contains($0) }
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guard !citations.isEmpty, !statement.text.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty else { return nil }
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return RDAISourcedStatement(id: statement.id, text: statement.text, citationIdentifiers: citations)
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}
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}
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private func canonicalCharacterName(_ value: String) -> String {
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let compact = value.unicodeScalars.filter { CharacterSet.alphanumerics.contains($0) || (0x4E00...0x9FFF).contains($0.value) }
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var name = String(String.UnicodeScalarView(compact)).lowercased()
|
||||
// Only remove explicit honorific suffixes; ambiguous aliases remain
|
||||
// distinct so the UI does not silently merge two people.
|
||||
for suffix in ["先生", "女士", "小姐", "老师", "教授", "博士", "将军"] where name.hasSuffix(suffix) && name.count > suffix.count {
|
||||
name.removeLast(suffix.count)
|
||||
break
|
||||
}
|
||||
return name
|
||||
}
|
||||
private func generationMetadata(provider: String) -> RDAIGenerationMetadata { .init(providerIdentifier: provider, promptIdentifier: "rdai.evidence.v1", promptVersion: 1, scopeHash: RDAIContentHasher.hash(contentProvider.aiDocumentDescriptor().identifier.rawValue)) }
|
||||
private func artifactKey(document: RDAIDocumentDescriptor, scope: RDAIReadScope, suffix: String) -> String {
|
||||
let scopeData = (try? JSONEncoder().encode(scope)).map { String(data: $0, encoding: .utf8) } ?? ""
|
||||
return RDAIContentHasher.hash("\(document.contentRevision)|\(scopeData)|rdai.evidence.v1|\(generativeProvider?.identifier ?? "extractive")|\(suffix)")
|
||||
}
|
||||
private func saveArtifact<T: Encodable>(_ value: T, document: RDAIDocumentDescriptor, key: String) async throws {
|
||||
guard configuration.storesGeneratedArtifacts, let persistentStore else { return }
|
||||
try await persistentStore.saveArtifact(documentID: document.identifier, key: key, payload: JSONEncoder().encode(value))
|
||||
}
|
||||
private func record(stage: RDAIDiagnosticStage, startedAt: Date, errorCode: String? = nil, count: Int = 0) async {
|
||||
guard configuration.diagnosticsLevel != .disabled, let diagnostics else { return }
|
||||
await diagnostics.record(.init(documentHash: RDAIContentHasher.hash(contentProvider.aiDocumentDescriptor().identifier.rawValue), stage: stage, durationMilliseconds: Int(Date().timeIntervalSince(startedAt) * 1_000), errorCode: errorCode, count: count))
|
||||
}
|
||||
|
||||
private func prioritized(
|
||||
_ resources: [RDAIResourceDescriptor],
|
||||
preferred: RDAIResourceIdentifier?
|
||||
) -> [RDAIResourceDescriptor] {
|
||||
guard let preferred else { return resources }
|
||||
return resources.sorted { lhs, rhs in
|
||||
if lhs.identifier == preferred { return true }
|
||||
if rhs.identifier == preferred { return false }
|
||||
return lhs.order < rhs.order
|
||||
}
|
||||
}
|
||||
|
||||
private func waitIfPaused(completed: Int, total: Int) async {
|
||||
guard pauseRequested else { return }
|
||||
state = .paused(completedResources: completed, totalResources: total)
|
||||
await withTaskCancellationHandler(operation: {
|
||||
await withCheckedContinuation { continuation in
|
||||
resumeContinuation = continuation
|
||||
}
|
||||
}, onCancel: { [weak self] in
|
||||
Task { @MainActor in self?.resumeIndexing() }
|
||||
})
|
||||
state = .indexing(completedResources: completed, totalResources: total)
|
||||
}
|
||||
|
||||
private func resourcesAllowed(
|
||||
by scope: RDAIReadScope,
|
||||
document: RDAIDocumentDescriptor,
|
||||
resources: [RDAIResourceDescriptor]
|
||||
) async throws -> [RDAIResourceDescriptor] {
|
||||
guard !scope.includesWholeDocument else { return resources }
|
||||
guard let upperBound = scope.upperBound,
|
||||
upperBound.documentIdentifier == document.identifier,
|
||||
let boundary = resources.first(where: { $0.identifier == upperBound.resourceIdentifier }) else {
|
||||
return []
|
||||
}
|
||||
return resources.filter { $0.order <= boundary.order }
|
||||
}
|
||||
|
||||
private func limited(_ snapshot: RDAIResourceSnapshot, by scope: RDAIReadScope) -> RDAIResourceSnapshot {
|
||||
guard !scope.includesWholeDocument,
|
||||
let upperBound = scope.upperBound,
|
||||
upperBound.resourceIdentifier == snapshot.descriptor.identifier else {
|
||||
return snapshot
|
||||
}
|
||||
let length = min(max(upperBound.textRange.upperBound, 0), snapshot.sourceText.utf16.count)
|
||||
let source = (snapshot.sourceText as NSString).substring(to: length)
|
||||
let availableRange = RDAITextRange(location: 0, length: length)
|
||||
let runs = snapshot.locatorRuns.filter { $0.textRange.intersects(availableRange) }
|
||||
return RDAIResourceSnapshot(
|
||||
descriptor: snapshot.descriptor,
|
||||
sourceText: source,
|
||||
sourceHash: RDAIContentHasher.hash(source),
|
||||
locatorRuns: runs
|
||||
)
|
||||
}
|
||||
|
||||
private func filter(
|
||||
_ passages: [RDAIPassage],
|
||||
scope: RDAIReadScope,
|
||||
documentIdentifier: RDAIDocumentIdentifier
|
||||
) async -> [RDAIPassage] {
|
||||
guard !scope.includesWholeDocument else { return passages }
|
||||
guard let upperBound = scope.upperBound,
|
||||
upperBound.documentIdentifier == documentIdentifier,
|
||||
let boundaryOrder = await resourceOrder(for: upperBound.resourceIdentifier, documentIdentifier: documentIdentifier) else {
|
||||
return []
|
||||
}
|
||||
return await withTaskGroup(of: (RDAIPassage, Int?).self) { group in
|
||||
for passage in passages {
|
||||
group.addTask { [store] in
|
||||
let order = await self.resourceOrder(for: passage.resourceIdentifier, documentIdentifier: documentIdentifier)
|
||||
return (passage, order)
|
||||
}
|
||||
}
|
||||
var allowed: [RDAIPassage] = []
|
||||
for await (passage, order) in group {
|
||||
guard let order, order <= boundaryOrder else { continue }
|
||||
if passage.resourceIdentifier == upperBound.resourceIdentifier,
|
||||
passage.locator.textRange.location >= upperBound.textRange.upperBound {
|
||||
continue
|
||||
}
|
||||
allowed.append(passage)
|
||||
}
|
||||
return allowed
|
||||
}
|
||||
}
|
||||
|
||||
private func resourceOrder(for identifier: RDAIResourceIdentifier, documentIdentifier: RDAIDocumentIdentifier) async -> Int? {
|
||||
if let persistentStore { return try? await persistentStore.resourceOrder(documentID: documentIdentifier, resourceID: identifier) }
|
||||
return await store.resourceOrder(for: identifier, documentIdentifier: documentIdentifier)
|
||||
}
|
||||
|
||||
private func storedPassages(for identifier: RDAIDocumentIdentifier) async -> [RDAIPassage] {
|
||||
if let persistentStore { return (try? await persistentStore.passages(documentID: identifier)) ?? [] }
|
||||
return await store.passages(for: identifier)
|
||||
}
|
||||
|
||||
private func storedEntities(for identifier: RDAIDocumentIdentifier) async -> [RDAIEntityMention] {
|
||||
if let persistentStore { return (try? await persistentStore.entities(documentID: identifier)) ?? [] }
|
||||
return await store.entities(for: identifier)
|
||||
}
|
||||
|
||||
private func lexicalScore(query: String, text: String) -> Double {
|
||||
let trimmed = query.trimmingCharacters(in: .whitespacesAndNewlines)
|
||||
guard !trimmed.isEmpty else { return 0 }
|
||||
let normalizedText = text.folding(options: [.caseInsensitive, .diacriticInsensitive], locale: .current)
|
||||
let normalizedQuery = trimmed.folding(options: [.caseInsensitive, .diacriticInsensitive], locale: .current)
|
||||
if normalizedText.localizedCaseInsensitiveContains(normalizedQuery) { return 1 }
|
||||
let terms = normalizedQuery.split(whereSeparator: { $0.isWhitespace || $0.isNewline }).map(String.init)
|
||||
guard !terms.isEmpty else { return 0 }
|
||||
let matches = terms.filter { normalizedText.localizedCaseInsensitiveContains($0) }.count
|
||||
return Double(matches) / Double(terms.count)
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user