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profile: return complete query results
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@@ -246,7 +246,7 @@ searchHistoryMaxRecords: 5000
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下一次正常群聊会自动携带触发者和最近发言者的认识。现有好感度、Bot 代号、标签和主观印象会与证据驱动的
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长期画像按同一个人合并渲染,并明确给出长期画像条目数;私聊也会携带对方的可靠画像摘要和条目数。
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模型需要完整细节时可主动调用 `queryUserProfile`,按 QQ 号、群名片、昵称或好友备注读取画像。两套画像数据
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模型需要完整细节时可主动调用 `queryUserProfile`,按 QQ 号、群名片、昵称或好友备注读取完整画像。两套画像数据
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仍独立保存,自动画像不会修改好感度。
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`queryUserProfile` 解析出唯一联系人后才按需调用一次 `queryProfile()`,并在内存中缓存 10 分钟;周期联系人
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@@ -486,7 +486,7 @@ JChatGPT 维护对每位用户的画像,由好感度、Bot 自定义代号、
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### 注入到上下文
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- 群聊:合并列出当前相关群友的关系状态,以及可靠长期画像的摘要和条目数
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- 私聊:合并注入对方的关系状态,以及可靠长期画像的摘要和条目数
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- 模型需要画像明细时主动调用 `queryUserProfile`,不必把全部条目常驻在上下文中
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- 模型需要画像明细时主动调用 `queryUserProfile`,查询始终返回完整条目,不必把全部条目常驻在上下文中
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- 只有好感度数值、其它关系字段和可靠长期画像均为空的用户不会被列出,避免提示词噪声
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### 配置选项
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@@ -5,7 +5,6 @@ import com.aallam.openai.api.core.Parameters
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import kotlinx.serialization.json.JsonObject
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import kotlinx.serialization.json.booleanOrNull
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import kotlinx.serialization.json.contentOrNull
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import kotlinx.serialization.json.intOrNull
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import kotlinx.serialization.json.jsonPrimitive
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import kotlinx.serialization.json.longOrNull
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import kotlinx.serialization.json.put
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@@ -50,10 +49,6 @@ class QueryUserProfileAgent : BaseAgent(
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put("type", "boolean")
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put("description", "是否返回画像条目明细,默认true")
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}
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putJsonObject("limit") {
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put("type", "integer")
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put("description", "最多返回多少条画像条目,默认20,最大50")
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}
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}
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}
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)
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@@ -73,10 +68,9 @@ class QueryUserProfileAgent : BaseAgent(
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if (profile == null && publicProfile == null) return "用户 $userId 尚无画像,当前联系人也没有可读取的公开资料卡。"
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val includeItems = args?.get("includeItems")?.jsonPrimitive?.booleanOrNull ?: true
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val limit = args?.get("limit")?.jsonPrimitive?.intOrNull?.coerceIn(1, 50) ?: 20
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val displayName = resolveDisplayName(userId, event)
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return formatProfile(userId, profile, publicProfile, displayName, includeItems, limit)
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return formatProfile(userId, profile, publicProfile, displayName, includeItems)
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}
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private fun resolveUserId(args: JsonObject?, event: MessageEvent): Long? {
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@@ -148,7 +142,6 @@ class QueryUserProfileAgent : BaseAgent(
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publicProfile: UserProfile?,
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displayName: String,
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includeItems: Boolean,
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limit: Int,
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): String = buildString {
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appendLine("用户画像:$displayName($userId)")
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if (profile != null) {
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@@ -163,9 +156,7 @@ class QueryUserProfileAgent : BaseAgent(
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publicProfile?.let { appendPublicProfile(it) }
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if (includeItems && profile?.items?.isNotEmpty() == true) {
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appendLine("条目:")
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profile.items
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.sortedWith(compareBy<UserProfileItem>({ it.category.ordinal }, { it.firstSeenAt }, { it.id }))
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.take(limit)
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selectProfileItems(profile.items)
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.forEach { item ->
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append("- ")
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append(item.category.label()).append('/').append(item.confidence.name.lowercase())
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@@ -180,9 +171,6 @@ class QueryUserProfileAgent : BaseAgent(
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relationship = item.category == ProfileCategory.RELATIONSHIP_NOTE,
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))
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}
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if (profile.items.size > limit) {
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appendLine("其余 ${profile.items.size - limit} 条已省略,可提高 limit 继续查询。")
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}
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}
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}.trim()
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@@ -252,3 +240,9 @@ class QueryUserProfileAgent : BaseAgent(
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private fun String.normalized(): String = trim().replace(Regex("\\s+"), " ")
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}
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internal fun selectProfileItems(
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items: List<UserProfileItem>,
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): List<UserProfileItem> = items.sortedWith(
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compareBy<UserProfileItem>({ it.category.ordinal }, { it.firstSeenAt }, { it.id })
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)
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@@ -0,0 +1,32 @@
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package top.jie65535.mirai.tools
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import top.jie65535.mirai.profile.ProfileCategory
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import top.jie65535.mirai.profile.ProfileConfidence
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import top.jie65535.mirai.profile.UserProfileItem
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import kotlin.test.Test
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import kotlin.test.assertEquals
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class QueryUserProfileAgentTest {
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@Test
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fun returnsAllItemsInStableOrder() {
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val items = listOf(
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item("later", firstSeenAt = 300),
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item("earlier", firstSeenAt = 100),
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item("middle", firstSeenAt = 200),
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)
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assertEquals(
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listOf("earlier", "middle", "later"),
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selectProfileItems(items).map(UserProfileItem::content),
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)
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}
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private fun item(content: String, firstSeenAt: Int) = UserProfileItem(
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id = content,
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category = ProfileCategory.NOTABLE_FACT,
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content = content,
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confidence = ProfileConfidence.MEDIUM,
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firstSeenAt = firstSeenAt,
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lastConfirmedAt = firstSeenAt,
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)
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}
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