mirror of
https://github.com/jie65535/JChatGPT.git
synced 2026-09-15 02:56:10 +08:00
jie65535andClaude Opus 4.8
13329b5fa3
Capture DeepSeek's prompt_cache_hit_tokens (dropped before by the openai-kotlin Usage parser) via a raw-JSON extractor in ModelService, and persist it plus the group name on each daily record. Collapse the six /jgpt tokens* subcommands into a single /jgpt tokens dashboard showing cache-hit rate, input/output split, daily trend and top users/groups. Groups are shown by name only, never by group id. Co-Authored-By: Claude Opus 4.8 <[email protected]>
1165 lines
47 KiB
Kotlin
1165 lines
47 KiB
Kotlin
package top.jie65535.mirai
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import com.aallam.openai.api.chat.ChatCompletionChunk
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import com.aallam.openai.api.chat.ChatCompletionRequest
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import com.aallam.openai.api.chat.ChatMessage
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import com.aallam.openai.api.chat.ChatRole
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import com.aallam.openai.api.chat.ToolCall
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import com.aallam.openai.api.core.Usage
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import com.aallam.openai.api.model.ModelId
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import io.ktor.util.collections.*
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import kotlinx.coroutines.Deferred
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import kotlinx.coroutines.async
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import kotlinx.coroutines.awaitAll
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import kotlinx.coroutines.delay
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import kotlinx.coroutines.flow.Flow
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import kotlinx.coroutines.launch
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import kotlinx.coroutines.runBlocking
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import net.mamoe.mirai.console.command.CommandManager.INSTANCE.register
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import net.mamoe.mirai.console.command.CommandSender.Companion.toCommandSender
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import net.mamoe.mirai.console.permission.PermissionId
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import net.mamoe.mirai.console.permission.PermissionService
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import net.mamoe.mirai.console.permission.PermissionService.Companion.hasPermission
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import net.mamoe.mirai.console.plugin.jvm.JvmPluginDescription
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import net.mamoe.mirai.console.plugin.jvm.KotlinPlugin
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import net.mamoe.mirai.contact.*
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import net.mamoe.mirai.contact.MemberPermission.*
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import net.mamoe.mirai.event.GlobalEventChannel
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import net.mamoe.mirai.event.events.FriendMessageEvent
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import net.mamoe.mirai.event.events.GroupMessageEvent
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import net.mamoe.mirai.event.events.MessageEvent
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import net.mamoe.mirai.message.data.*
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import net.mamoe.mirai.message.data.Image.Key.queryUrl
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import net.mamoe.mirai.utils.info
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import top.jie65535.mirai.tools.*
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import util.LunarDateUtil
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import xyz.cssxsh.mirai.hibernate.MiraiHibernateRecorder
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import xyz.cssxsh.mirai.hibernate.entry.MessageRecord
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import java.io.File
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import java.time.Instant
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import java.time.OffsetDateTime
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import java.time.ZoneOffset
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import java.time.format.DateTimeFormatter
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import kotlin.collections.*
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import kotlin.math.max
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import kotlin.math.pow
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import kotlin.math.sign
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import kotlin.time.Duration.Companion.seconds
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import kotlin.time.Duration.Companion.hours
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import kotlin.time.Duration.Companion.milliseconds
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object JChatGPT : KotlinPlugin(
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JvmPluginDescription(
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id = "top.jie65535.mirai.JChatGPT",
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name = "J ChatGPT",
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version = "1.12.0",
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) {
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author("jie65535")
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// dependsOn("xyz.cssxsh.mirai.plugin.mirai-hibernate-plugin", true)
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}
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) {
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/**
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* 是否包含历史对话
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*/
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internal var includeHistory: Boolean = false
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/**
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* 聊天权限
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*/
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val chatPermission = PermissionId("JChatGPT", "Chat")
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/**
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* 唤醒关键字
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*/
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private var keyword: Regex? = null
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override fun onEnable() {
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// 注册聊天权限
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PermissionService.INSTANCE.register(chatPermission, "JChatGPT Chat Permission")
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PluginConfig.reload()
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PluginData.reload()
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// 初始化 token 使用日聚合存储（独立 JSON 文件，绕开 yamlkt 大数据 bug）
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TokenUsageStore.init(dataFolder)
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// 初始化技能存储（data/skills/ 下的 markdown 文件，全局跨群）
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SkillStore.init(dataFolder)
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// 设置Token
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LargeLanguageModels.reload()
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// 注册插件命令
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PluginCommands.register()
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// 检查消息记录插件是否存在
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includeHistory = try {
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MiraiHibernateRecorder
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true
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} catch (_: Throwable) {
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false
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}
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if (PluginConfig.callKeyword.isNotEmpty()) {
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keyword = Regex(PluginConfig.callKeyword)
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}
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GlobalEventChannel.parentScope(this)
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.subscribeAlways<MessageEvent> { event -> onMessage(event) }
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// 启动定时任务处理好感度时间偏移
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if (PluginConfig.enableFavorabilitySystem) {
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launch {
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while (true) {
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delay(24.hours) // 每24小时执行一次
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shiftFavorabilityOverTime()
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}
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}
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}
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logger.info { "Plugin loaded" }
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}
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private val dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy年MM月dd E HH:mm:ss")
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private val requestMap = ConcurrentSet<Long>()
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/**
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* 对话上下文缓存
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*/
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private val contextCache = ConcurrentMap<Long, ConversationCache>()
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/**
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* 清空所有对话上下文缓存（供管理员命令使用）
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*/
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fun clearContextCache() {
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contextCache.clear()
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}
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/**
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* 对话上下文缓存数据类
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* @param history 完整的消息历史
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* @param lastActivityAt 最后活动时间戳
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*/
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private data class ConversationCache(
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val history: MutableList<ChatMessage>,
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val lastActivityAt: Int,
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val replyIndex: ReplyIndex
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) {
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fun isExpired(ttlSeconds: Int): Boolean {
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return OffsetDateTime.now().toEpochSecond().toInt() - lastActivityAt > ttlSeconds
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}
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}
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/**
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* 回复索引：每个会话(subject)在一次对话期间维护一份「短编号 -> 消息记录」映射，
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* 让 LLM 能用历史里每行行首的 [n] 来引用回复某条消息。
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* 编号按消息出现顺序递增，跨「初始历史」与「新增消息」连续编号；同一条消息(ids 相同)复用既有编号。
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*/
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class ReplyIndex {
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private val byIndex = LinkedHashMap<Int, MessageRecord>()
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private val indexByIds = HashMap<String, Int>()
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private var counter = 0
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fun add(record: MessageRecord): Int {
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// ids 可能为 null（如发送失败的记录），此时无法去重/被引用匹配，但仍分配编号
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val ids = record.ids
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if (ids != null) {
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indexByIds[ids]?.let { return it }
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}
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val i = ++counter
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byIndex[i] = record
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if (ids != null) {
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indexByIds[ids] = i
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}
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return i
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}
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fun get(index: Int): MessageRecord? = byIndex[index]
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fun indexOfIds(ids: String): Int? = indexByIds[ids]
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}
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/** 各会话的回复索引，startChat 开始时重建，结束时清理 */
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private val replyIndexMap = ConcurrentMap<Long, ReplyIndex>()
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/** 供发言工具按编号查找被引用的历史消息 */
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internal fun lookupReplyTarget(subjectId: Long, index: Int): MessageRecord? =
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replyIndexMap[subjectId]?.get(index)
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private val shortTimeFormatter = DateTimeFormatter.ofPattern("HH:mm")
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.withZone(ZoneOffset.systemDefault())
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// 同一发言者连续消息默认省略时间以节省上下文；但间隔超过此阈值（秒）时仍补回时间，
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// 避免模型把刚发的续行消息误判为很久以前发生。
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private const val CONTINUATION_TIME_GAP_SECONDS = 60L
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private suspend fun onMessage(event: MessageEvent) {
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// 检查Token是否设置
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if (LargeLanguageModels.chat == null) return
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// 发送者是否有权限
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if (!event.toCommandSender().hasPermission(chatPermission)) {
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if (event is GroupMessageEvent) {
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if (PluginConfig.groupOpHasChatPermission && event.sender.isOperator()) {
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// 允许管理员使用
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} else if (event.sender.active.temperature >= PluginConfig.temperaturePermission) {
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// 允许活跃度达标成员使用
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} else {
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// 其它情况阻止使用
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return
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}
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}
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if (event is FriendMessageEvent) {
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if (!PluginConfig.friendHasChatPermission) {
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return
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}
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// TODO 检查好友上下文
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}
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}
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// 如果没有 @bot 或者 触发关键字 或者 回复bot的消息 则直接结束
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if (!event.message.contains(At(event.bot))
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&& keyword?.let { event.message.content.contains(it) } != true
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&& event.message[QuoteReply]?.source?.fromId != event.bot.id
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)
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return
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// 好感度系统检查
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if (PluginConfig.enableFavorabilitySystem) {
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val userId = event.sender.id
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PluginData.userFavorability[userId]?.let { favorabilityInfo ->
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val favorability = favorabilityInfo.value
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if (favorability < 0) {
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// 负好感度有一定概率不回复
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val probability = kotlin.math.abs(favorability).toDouble() / 100.0
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if (kotlin.random.Random.nextDouble() < probability) {
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// 不回复此消息
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logger.info("根据好感度系统，用户 ${event.senderName}($userId) (好感度: $favorability) 的消息被忽略，忽略概率: ${probability * 100}%")
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event.subject.sendMessage("[实验功能] 因好感度低，此消息已被忽略(${probability * 100}%)")
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return
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}
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}
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}
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}
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startChat(event)
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}
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private var memePrompt: String? = null
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private fun getSystemPrompt(event: MessageEvent): String {
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val now = OffsetDateTime.now()
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val prompt = StringBuilder(LargeLanguageModels.systemPrompt)
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fun replace(target: String, replacement: () -> String) {
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val i = prompt.indexOf(target)
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if (i != -1) {
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prompt.replace(i, i + target.length, replacement())
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}
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}
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replace("{time}") {
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val solarTime = dateTimeFormatter.format(now)
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val lunarInfo = LunarDateUtil.getFormattedLunarAndHoliday(now)
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"$solarTime\n农历$lunarInfo"
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}
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replace("{subject}") {
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if (event is GroupMessageEvent) {
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"\"${event.subject.name}\" 群聊中，你在本群的名片是：${getNameCard(event.subject.botAsMember)}"
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} else {
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"与 \"${event.senderName}\" 私聊中"
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}
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}
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replace("{memory}") {
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val memoryText = PluginData.contactMemory[event.subject.id]
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if (memoryText.isNullOrEmpty()) {
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"暂无相关记忆"
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} else memoryText
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}
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replace("{skills}") {
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if (PluginConfig.skillsEnabled) {
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SkillStore.buildIndexPrompt()
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} else "暂无技能"
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}
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replace("{meme}") {
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memePrompt?.let { return@replace it }
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if (PluginConfig.memeDir.isEmpty()) {
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""
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} else {
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buildString {
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val dir = File(PluginConfig.memeDir)
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if (dir.exists() && dir.isDirectory) {
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append("memes文件夹地址为：")
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append(PluginConfig.memeDir)
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appendLine()
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val memes = dir.list()
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if (memes.isEmpty()) {
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append("暂无表情包~")
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} else {
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for (name in memes) {
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append("- ")
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append(name)
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appendLine()
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}
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appendLine()
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append("表情包示例：![")
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append(memes[0])
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append("](")
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append(File(dir, memes[0]).absoluteFile)
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append(")")
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appendLine()
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}
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} else {
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append("配置的meme路径不存在！")
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}
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}.also {
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memePrompt = it
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}
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}
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}
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return prompt.toString()
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}
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// region - 历史消息相关 -
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/**
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* 获取历史消息
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* @param event 消息事件
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* @return 如果未获取到则返回空字符串
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*/
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private fun getHistory(event: MessageEvent): String {
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if (!includeHistory) {
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return event.message.content
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}
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val now = OffsetDateTime.now()
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// 一段时间内的消息
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val beforeTimestamp = now.minusMinutes(PluginConfig.historyWindowMin.toLong()).toEpochSecond().toInt()
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return getAfterHistory(beforeTimestamp, event)
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}
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/**
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* 获取指定时间后的历史消息
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* @param time Epoch时间戳
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* @param event 消息事件
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* @return 如果未获取到则返回空字符串
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*/
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private fun getAfterHistory(time: Int, event: MessageEvent): String {
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if (!includeHistory) {
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return ""
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}
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// 现在时间
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val nowTimestamp = OffsetDateTime.now().toEpochSecond().toInt()
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// 最近这段时间的历史对话
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val history = MiraiHibernateRecorder[event.subject, time, nowTimestamp]
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.take(PluginConfig.historyMessageLimit) // 只取最近的部分消息，避免上下文过长
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.sortedBy { it.time } // 按时间排序
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.toMutableList()
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// 有一定概率最后一条消息没加入，这里检查然后补充一下
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val msgIds = event.message.ids.joinToString(",")
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if (!history.any { it.ids == msgIds }) {
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history.add(MessageRecord.fromSuccess(event.message.source, event.message))
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}
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// 构造历史消息
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val historyText = StringBuilder()
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var lastId = 0L
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var lastTime = 0L
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// 本轮回复索引，逐条登记消息编号供 [n] 引用
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val replyIndex = replyIndexMap.getOrPut(event.subject.id) { ReplyIndex() }
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if (event is GroupMessageEvent) {
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if (PluginConfig.enableFavorabilitySystem) {
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val knownUsers = history.asSequence()
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.map { it.fromId }
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.filter { it != event.bot.id }
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.distinct()
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.mapNotNull { PluginData.userFavorability[it] }
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.filter { it.name.isNotEmpty() || it.tags.isNotEmpty() || it.impression.isNotEmpty() }
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.sortedBy { it.userId }
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.toList()
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if (knownUsers.isNotEmpty()) {
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historyText.appendLine("【你认识的群友】")
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for (info in knownUsers) {
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val displayName = if (info.name.isNotEmpty()) info.name
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else getNameCard(event.subject, info.userId)
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historyText.append("- ").append(displayName)
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.append("(${info.userId})")
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.append(" 好感度${if (info.value >= 0) "+" else ""}${info.value}")
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if (info.tags.isNotEmpty()) historyText.append(" [${info.tags.joinToString(", ")}]")
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if (info.impression.isNotEmpty()) historyText.append(" ${info.impression}")
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historyText.appendLine()
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}
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historyText.appendLine()
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}
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}
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historyText.appendLine("## 近期群消息（更早已隐藏，行首[n]为消息编号，可用于引用回复）")
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for (record in history) {
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// 同一人发言不要反复出现这人的名字，减少上下文
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val showSender = lastId != record.fromId
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val showTime = showSender || record.time.toLong() - lastTime > CONTINUATION_TIME_GAP_SECONDS
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appendGroupMessageRecord(historyText, record, event, replyIndex, showSender, showTime)
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lastId = record.fromId
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lastTime = record.time.toLong()
|
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}
|
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} else {
|
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if (PluginConfig.enableFavorabilitySystem) {
|
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val favorabilityInfo = PluginData.userFavorability[event.sender.id]
|
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if (favorabilityInfo != null && (favorabilityInfo.name.isNotEmpty() || favorabilityInfo.tags.isNotEmpty() || favorabilityInfo.impression.isNotEmpty())) {
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val displayName = if (favorabilityInfo.name.isNotEmpty()) favorabilityInfo.name else event.senderName
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historyText.appendLine("【你认识的对方】")
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historyText.append("- ").append(displayName)
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.append("(${event.sender.id})")
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.append(" 好感度${if (favorabilityInfo.value >= 0) "+" else ""}${favorabilityInfo.value}")
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if (favorabilityInfo.tags.isNotEmpty()) historyText.append(" [${favorabilityInfo.tags.joinToString(", ")}]")
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if (favorabilityInfo.impression.isNotEmpty()) historyText.append(" ${favorabilityInfo.impression}")
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historyText.appendLine().appendLine()
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}
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}
|
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historyText.appendLine("## 近期对话（更早已隐藏，行首[n]为消息编号，可用于引用回复）")
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for (record in history) {
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// 同一人发言不要反复出现这人的名字，减少上下文
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val showSender = lastId != record.fromId
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val showTime = showSender || record.time.toLong() - lastTime > CONTINUATION_TIME_GAP_SECONDS
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appendMessageRecord(historyText, record, event, replyIndex, showSender, showTime)
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lastId = record.fromId
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lastTime = record.time.toLong()
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}
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}
|
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return historyText.toString()
|
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}
|
||
|
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/**
|
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* 添加群消息记录到历史上下文中
|
||
* @param historyText 历史消息构造器
|
||
* @param record 群消息记录
|
||
* @param event 群消息事件
|
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*/
|
||
fun appendGroupMessageRecord(
|
||
historyText: StringBuilder,
|
||
record: MessageRecord,
|
||
event: GroupMessageEvent,
|
||
replyIndex: ReplyIndex,
|
||
showSender: Boolean,
|
||
showTime: Boolean,
|
||
) {
|
||
val index = replyIndex.add(record)
|
||
val recordMessage = record.toMessageChain()
|
||
|
||
historyText.append('[').append(index).append("] ")
|
||
if (showSender) {
|
||
// 新发言者：[n] 名称 时间
|
||
if (event.bot.id == record.fromId) {
|
||
historyText.append("**你** ").append(getNameCard(event.subject.botAsMember))
|
||
} else {
|
||
historyText.append(getNameCard(event.subject, record.fromId))
|
||
}
|
||
historyText.append(' ')
|
||
.append(shortTimeFormatter.format(Instant.ofEpochSecond(record.time.toLong())))
|
||
.append(' ')
|
||
} else {
|
||
// 同一发言者续行；间隔过久则补回时间，避免被误判为很久以前发生
|
||
historyText.append(" └ ")
|
||
if (showTime) {
|
||
historyText.append(shortTimeFormatter.format(Instant.ofEpochSecond(record.time.toLong())))
|
||
.append(' ')
|
||
}
|
||
}
|
||
|
||
// 引用：用编号指针替代内联原文，避免被误认为是本人发言
|
||
recordMessage[QuoteReply.Key]?.let {
|
||
appendQuoteMarker(historyText, it, event.subject, replyIndex)
|
||
}
|
||
|
||
historyText.appendLine(formatRecordContent(recordMessage, event.subject))
|
||
}
|
||
|
||
/**
|
||
* 序列化「引用回复」标记：被引用消息在窗口内时用 ↩[编号]，否则内联简短原文并标注原作者。
|
||
*/
|
||
private fun appendQuoteMarker(
|
||
sb: StringBuilder,
|
||
quote: QuoteReply,
|
||
contact: Contact,
|
||
replyIndex: ReplyIndex
|
||
) {
|
||
val srcIds = quote.source.ids.joinToString(",")
|
||
val idx = replyIndex.indexOfIds(srcIds)
|
||
if (idx != null) {
|
||
sb.append("↩[").append(idx).append("] ")
|
||
} else {
|
||
val author = if (contact is Group) {
|
||
contact[quote.source.fromId]?.nameCardOrNick ?: "未知(${quote.source.fromId})"
|
||
} else {
|
||
quote.source.fromId.toString()
|
||
}
|
||
val snippet = quote.source.originalMessage
|
||
.joinToString("", transform = ::singleMessageToText)
|
||
.replace("\n", " ")
|
||
.let { if (it.length > 20) it.take(20) + "…" else it }
|
||
sb.append("↩(").append(author).append(":\"").append(snippet).append("\") ")
|
||
}
|
||
}
|
||
|
||
/**
|
||
* 序列化消息正文（剔除引用/源元数据，@显示为名称，转发折叠）。
|
||
*/
|
||
private fun formatRecordContent(chain: MessageChain, contact: Contact): String =
|
||
chain.asSequence()
|
||
.filterNot { it is QuoteReply || it is MessageSource }
|
||
.joinToString("") {
|
||
when (it) {
|
||
is At -> if (contact is Group) it.getDisplay(contact) else it.content
|
||
else -> singleMessageToText(it)
|
||
}
|
||
}
|
||
|
||
private fun getNameCard(group: Group, qq: Long): String {
|
||
val member = group[qq]
|
||
return if (member == null) {
|
||
"未知群员($qq)"
|
||
} else {
|
||
getNameCard(member)
|
||
}
|
||
}
|
||
|
||
/**
|
||
* 添加消息记录到历史上下文中
|
||
* @param historyText 历史消息构造器
|
||
* @param record 消息记录
|
||
* @param event 消息事件
|
||
*/
|
||
fun appendMessageRecord(
|
||
historyText: StringBuilder,
|
||
record: MessageRecord,
|
||
event: MessageEvent,
|
||
replyIndex: ReplyIndex,
|
||
showSender: Boolean,
|
||
showTime: Boolean,
|
||
) {
|
||
val index = replyIndex.add(record)
|
||
val recordMessage = record.toMessageChain()
|
||
|
||
historyText.append('[').append(index).append("] ")
|
||
if (showSender) {
|
||
if (event.bot.id == record.fromId) {
|
||
historyText.append("**你** ").append(event.bot.nameCardOrNick)
|
||
} else {
|
||
historyText.append(event.senderName)
|
||
}
|
||
historyText.append(' ')
|
||
.append(shortTimeFormatter.format(Instant.ofEpochSecond(record.time.toLong())))
|
||
.append(' ')
|
||
} else {
|
||
// 同一发言者续行；间隔过久则补回时间，避免被误判为很久以前发生
|
||
historyText.append(" └ ")
|
||
if (showTime) {
|
||
historyText.append(shortTimeFormatter.format(Instant.ofEpochSecond(record.time.toLong())))
|
||
.append(' ')
|
||
}
|
||
}
|
||
|
||
recordMessage[QuoteReply.Key]?.let {
|
||
appendQuoteMarker(historyText, it, event.subject, replyIndex)
|
||
}
|
||
|
||
historyText.appendLine(formatRecordContent(recordMessage, event.subject))
|
||
}
|
||
|
||
private fun singleMessageToText(it: SingleMessage): String {
|
||
return when (it) {
|
||
// 完整展开合并转发内容，便于 LLM 阅读分析转发的对话（依赖大上下文+缓存，不做截断）
|
||
is ForwardMessage -> formatForward(it, 1)
|
||
|
||
// 图片格式化
|
||
is Image -> {
|
||
try {
|
||
val imageUrl = runBlocking {
|
||
it.queryUrl()
|
||
}
|
||
""
|
||
} catch (e: Throwable) {
|
||
logger.warning("图片地址获取失败", e)
|
||
it.content
|
||
}
|
||
}
|
||
|
||
else -> it.content
|
||
}
|
||
}
|
||
|
||
/**
|
||
* 递归展开合并转发消息，用 Markdown 引用块表示：每加深一层嵌套多一个 `>`（>、>>、>>>…）。
|
||
* @param depth 当前嵌套层级，从 1 开始
|
||
*/
|
||
private fun formatForward(forward: ForwardMessage, depth: Int): String = buildString {
|
||
val quote = ">".repeat(depth) + " "
|
||
append("[转发消息·").append(forward.nodeList.size).append("条")
|
||
if (forward.title.isNotEmpty()) append(':').append(forward.title)
|
||
append(']')
|
||
for (node in forward.nodeList) {
|
||
append('\n').append(quote)
|
||
.append(node.senderName).append(' ')
|
||
.append(shortTimeFormatter.format(Instant.ofEpochSecond(node.time.toLong())))
|
||
.append(": ")
|
||
node.messageChain.forEach { sub ->
|
||
if (sub is ForwardMessage) {
|
||
// 嵌套转发：层级加深，自带更深的 `>` 前缀，无需再次缩进
|
||
append(formatForward(sub, depth + 1))
|
||
} else {
|
||
// 其它内容：多行正文对齐到当前引用层级
|
||
append(singleMessageToText(sub).replace("\n", "\n$quote"))
|
||
}
|
||
}
|
||
}
|
||
}
|
||
|
||
// endregion - 历史消息相关 -
|
||
|
||
private val thinkRegex = Regex("<think>[\\s\\S]*?</think>")
|
||
|
||
/**
|
||
* 截断过长的工具输出，并添加省略标记
|
||
*/
|
||
private fun truncateToolOutput(content: String, maxLength: Int = PluginConfig.maxToolOutputLength): String {
|
||
if (content.length <= maxLength) return content
|
||
|
||
val truncated = content.take(maxLength)
|
||
val marker = "\n\n[系统提示：因内容过长，部分内容已被省略]"
|
||
return truncated + marker
|
||
}
|
||
|
||
private suspend fun startChat(event: MessageEvent) {
|
||
if (!requestMap.add(event.subject.id)) {
|
||
logger.warning("The current Contact is busy!")
|
||
return
|
||
}
|
||
|
||
try {
|
||
// 尝试从缓存加载上下文
|
||
val subjectId = event.subject.id
|
||
val cache = contextCache[subjectId]
|
||
val reuseCache = PluginConfig.enableContextCache
|
||
&& cache != null
|
||
&& !cache.isExpired(PluginConfig.contextCacheTimeoutMinutes * 60)
|
||
// 回复索引与对话上下文同寿命：复用缓存时沿用旧索引，保证 LLM 看到的 [n] 编号连续不串号；
|
||
// 否则新建（供 sendSingleMessage 的 replyTo 按编号引用历史消息）
|
||
val replyIndex = if (reuseCache) cache!!.replyIndex else ReplyIndex()
|
||
replyIndexMap[subjectId] = replyIndex
|
||
val history = if (reuseCache) {
|
||
// 缓存有效，复用历史
|
||
logger.info("使用缓存的对话上下文，包含 ${cache!!.history.size} 条互动消息")
|
||
cache.history
|
||
} else {
|
||
// 缓存无效或不存在，创建新上下文
|
||
mutableListOf()
|
||
}
|
||
|
||
// 如果历史为空，添加系统提示词和聊天记录
|
||
if (history.isEmpty() || cache == null) {
|
||
val prompt = getSystemPrompt(event)
|
||
if (PluginConfig.logPrompt) {
|
||
logger.info("Prompt: $prompt")
|
||
}
|
||
history.add(ChatMessage(ChatRole.System, prompt))
|
||
|
||
val historyText = getHistory(event)
|
||
logger.info("注入聊天记录：\n$historyText")
|
||
history.add(ChatMessage.User(historyText))
|
||
} else {
|
||
val newMessages = getAfterHistory(cache.lastActivityAt, event)
|
||
logger.info("补充聊天记录：\n$newMessages")
|
||
history.add(
|
||
ChatMessage.User(
|
||
"## 以下是上次对话结束至今的新消息\n\n$newMessages"
|
||
)
|
||
)
|
||
}
|
||
|
||
var done: Boolean
|
||
// 至少循环3次
|
||
var retry = max(PluginConfig.retryMax, 3)
|
||
do {
|
||
try {
|
||
val startedAt = OffsetDateTime.now().toEpochSecond().toInt()
|
||
var lastCacheUsage: ModelService.CacheUsage? = null
|
||
val responseFlow = chatCompletions(history) { lastCacheUsage = it }
|
||
var responseMessageBuilder: StringBuilder? = null
|
||
var reasoningContentBuilder: StringBuilder? = null
|
||
val responseToolCalls = mutableListOf<ToolCall.Function>()
|
||
val toolCallTasks = mutableListOf<Deferred<ChatMessage>>()
|
||
var lastTokenUsage: Usage? = null
|
||
// 处理聊天流式响应
|
||
responseFlow.collect { chunk ->
|
||
val delta = chunk.choices[0].delta ?: return@collect
|
||
|
||
// 处理推理内容更新
|
||
if (delta.reasoningContent != null) {
|
||
if (reasoningContentBuilder == null) {
|
||
reasoningContentBuilder = StringBuilder(delta.reasoningContent)
|
||
} else {
|
||
reasoningContentBuilder.append(delta.reasoningContent)
|
||
}
|
||
}
|
||
|
||
// 处理内容更新
|
||
if (delta.content != null) {
|
||
if (responseMessageBuilder == null) {
|
||
responseMessageBuilder = StringBuilder(delta.content)
|
||
} else {
|
||
responseMessageBuilder.append(delta.content)
|
||
}
|
||
}
|
||
|
||
// 处理工具调用更新
|
||
val toolCalls = delta.toolCalls
|
||
if (toolCalls != null) {
|
||
for (toolCallChunk in toolCalls) {
|
||
val index = toolCallChunk.index
|
||
val toolId = toolCallChunk.id
|
||
val function = toolCallChunk.function
|
||
// 新的请求
|
||
if (index >= responseToolCalls.size) {
|
||
// 处理已完成的工具调用
|
||
responseToolCalls.lastOrNull()?.let { toolCall ->
|
||
toolCallTasks.add(async {
|
||
val functionResponse = toolCall.execute(event)
|
||
ChatMessage(
|
||
role = ChatRole.Tool,
|
||
toolCallId = toolCall.id,
|
||
name = toolCall.function.name,
|
||
content = functionResponse
|
||
)
|
||
})
|
||
}
|
||
|
||
// 加入新的工具调用
|
||
if (toolId != null && function != null) {
|
||
responseToolCalls.add(ToolCall.Function(toolId, function))
|
||
}
|
||
} else if (function != null) {
|
||
// 拼接函数名字
|
||
if (function.nameOrNull != null) {
|
||
val currentTool = responseToolCalls[index]
|
||
responseToolCalls[index] = currentTool.copy(
|
||
function = currentTool.function.copy(
|
||
nameOrNull = currentTool.function.nameOrNull.orEmpty() + function.name
|
||
)
|
||
)
|
||
}
|
||
// 拼接函数参数
|
||
if (function.argumentsOrNull != null) {
|
||
val currentTool = responseToolCalls[index]
|
||
responseToolCalls[index] = currentTool.copy(
|
||
function = currentTool.function.copy(
|
||
argumentsOrNull = currentTool.function.argumentsOrNull.orEmpty() + function.arguments
|
||
)
|
||
)
|
||
}
|
||
}
|
||
}
|
||
}
|
||
|
||
// 捕获token使用量
|
||
chunk.usage?.let { lastTokenUsage = it }
|
||
}
|
||
|
||
// 移除思考内容
|
||
val responseContent = responseMessageBuilder?.replace(thinkRegex, "")?.trim()
|
||
logger.info("LLM Response: $responseContent")
|
||
// 记录AI回答
|
||
// reasoning_content仅在工具调用时需要回传（DeepSeek规范），否则丢弃
|
||
// toolCalls空列表转null，避免序列化为"tool_calls":[]导致DeepSeek V4报400
|
||
// explicitNulls=false确保null字段不会序列化到JSON中，兼容所有API
|
||
history.add(
|
||
ChatMessage(
|
||
role = ChatRole.Assistant,
|
||
content = responseContent,
|
||
toolCalls = responseToolCalls.ifEmpty { null },
|
||
reasoningContent = if (responseToolCalls.isNotEmpty()) reasoningContentBuilder?.toString() else null
|
||
)
|
||
)
|
||
|
||
// 记录token使用量（按日聚合，独立JSON文件）
|
||
lastTokenUsage?.let { usage ->
|
||
val now = OffsetDateTime.now().toEpochSecond()
|
||
val group = if (event is GroupMessageEvent) event.group else null
|
||
TokenUsageStore.record(
|
||
timestamp = now,
|
||
userId = event.sender.id,
|
||
userNickname = event.senderName,
|
||
groupId = group?.id,
|
||
groupName = group?.name,
|
||
promptTokens = usage.promptTokens ?: 0,
|
||
completionTokens = usage.completionTokens ?: 0,
|
||
totalTokens = usage.totalTokens ?: 0,
|
||
cachedTokens = lastCacheUsage?.hitTokens ?: 0
|
||
)
|
||
}
|
||
|
||
// 处理最后一个工具调用
|
||
if (responseToolCalls.size > toolCallTasks.size) {
|
||
val toolCallMessage = responseToolCalls.last().let { toolCall ->
|
||
val functionResponse = toolCall.execute(event)
|
||
ChatMessage(
|
||
role = ChatRole.Tool,
|
||
toolCallId = toolCall.id,
|
||
name = toolCall.function.name,
|
||
content = functionResponse
|
||
)
|
||
}
|
||
|
||
if (toolCallTasks.isNotEmpty()) {
|
||
// 等待之前的所有工具完成
|
||
history.addAll(toolCallTasks.awaitAll())
|
||
}
|
||
// 将最后一个也加入对话历史中
|
||
history.add(toolCallMessage)
|
||
// 如果调用中包含结束对话工具则表示完成，反之则继续循环
|
||
done = responseToolCalls.any { it.function.name == "endConversation" }
|
||
} else {
|
||
done = true
|
||
}
|
||
|
||
if (!done) {
|
||
history.add(
|
||
ChatMessage.User(
|
||
buildString {
|
||
appendLine("## 系统提示")
|
||
append("本次运行最多还剩").append(retry - 1).appendLine("轮。")
|
||
appendLine("如果要多次发言，可以一次性调用多次发言工具。")
|
||
appendLine("如果没有什么要做的，可以提前结束。")
|
||
appendLine("当前时间：" + dateTimeFormatter.format(OffsetDateTime.now()))
|
||
|
||
val newMessages = getAfterHistory(startedAt, event)
|
||
if (newMessages.isNotEmpty()) {
|
||
append("## 以下是上次运行至今的新消息\n\n$newMessages")
|
||
}
|
||
}
|
||
))
|
||
} else {
|
||
// 保存对话上下文到缓存
|
||
if (PluginConfig.enableContextCache) {
|
||
contextCache[subjectId] = ConversationCache(
|
||
history = history,
|
||
lastActivityAt = startedAt,
|
||
replyIndex = replyIndex
|
||
)
|
||
logger.debug("已保存对话上下文到缓存")
|
||
}
|
||
}
|
||
} catch (e: Exception) {
|
||
if (retry <= 1) {
|
||
throw e
|
||
} else {
|
||
done = false
|
||
logger.warning("调用llm时发生异常，重试中", e)
|
||
// event.subject.sendMessage("出错了...正在重试...")
|
||
}
|
||
}
|
||
} while (!done && 0 < --retry)
|
||
} catch (ex: Throwable) {
|
||
logger.warning(ex)
|
||
event.subject.sendMessage("很抱歉，发生异常，请稍后重试")
|
||
} finally {
|
||
// 清理本轮回复索引
|
||
replyIndexMap.remove(event.subject.id)
|
||
// 一段时间后才允许再次提问，防止高频对话
|
||
launch {
|
||
delay(500.milliseconds)
|
||
requestMap.remove(event.subject.id)
|
||
}
|
||
}
|
||
}
|
||
|
||
private val regexAtQq = Regex("""@(\d{5,12})""")
|
||
|
||
private val regexImage = Regex("""!\[(.*?)]\(([^\s"']+).*?\)""")
|
||
|
||
private data class MessageChunk(val range: IntRange, val content: Message)
|
||
|
||
/**
|
||
* 将聊天内容转为聊天消息
|
||
*
|
||
* @param contact 联系对象
|
||
* @param content 文本内容
|
||
* @return 构造的消息
|
||
*/
|
||
fun toMessage(contact: Contact, content: String): Message {
|
||
return if (content.isEmpty()) {
|
||
PlainText("...")
|
||
} else if (content.length < 3) {
|
||
PlainText(content)
|
||
} else {
|
||
val t = mutableListOf<MessageChunk>()
|
||
// @某人
|
||
regexAtQq.findAll(content).forEach {
|
||
val qq = it.groups[1]?.value?.toLongOrNull()
|
||
if (qq != null && contact is Group) {
|
||
contact[qq]?.let { member -> t.add(MessageChunk(it.range, At(member))) }
|
||
}
|
||
}
|
||
|
||
// 图片
|
||
regexImage.findAll(content).forEach {
|
||
// val placeholder = it.groupValues[1]
|
||
val url = it.groupValues[2]
|
||
t.add(
|
||
MessageChunk(
|
||
it.range,
|
||
Image(url)
|
||
)
|
||
)
|
||
}
|
||
|
||
// 构造消息链
|
||
buildMessageChain {
|
||
var index = 0
|
||
for ((range, msg) in t.sortedBy { it.range.first }) {
|
||
if (index < range.first) {
|
||
append(content, index, range.first)
|
||
}
|
||
append(msg)
|
||
index = range.last + 1
|
||
}
|
||
// 拼接后续消息
|
||
if (index < content.length) {
|
||
append(content, index, content.length)
|
||
}
|
||
}
|
||
}
|
||
}
|
||
|
||
/**
|
||
* 工具列表
|
||
*/
|
||
private val myTools = listOf(
|
||
// 发送单条消息
|
||
SendSingleMessageAgent(),
|
||
|
||
// 发送组合消息
|
||
SendCompositeMessage(),
|
||
|
||
// 发送语音消息
|
||
SendVoiceMessage(),
|
||
|
||
// 发送LaTeX表达式
|
||
SendLaTeXExpression(),
|
||
|
||
// 结束循环
|
||
StopLoopAgent(),
|
||
|
||
// 记忆代理
|
||
MemoryAppend(),
|
||
|
||
// 记忆修改
|
||
MemoryReplace(),
|
||
|
||
// 技能：加载
|
||
LoadSkill(),
|
||
|
||
// 技能：沉淀/迭代
|
||
SaveSkill(),
|
||
|
||
// 技能：删除
|
||
DeleteSkill(),
|
||
|
||
// 搜索聊天历史
|
||
SearchChatHistory(),
|
||
|
||
// 网页搜索
|
||
WebSearch(),
|
||
|
||
// 访问网页
|
||
VisitWeb(),
|
||
|
||
// 运行代码
|
||
RunCode(),
|
||
|
||
// 推理代理
|
||
ReasoningAgent(),
|
||
|
||
// 视觉代理
|
||
VisualAgent(),
|
||
|
||
// 图像生成与编辑
|
||
ImageAgent(),
|
||
|
||
// 天气服务
|
||
WeatherService(),
|
||
|
||
// 好感度调整
|
||
AdjustUserFavorabilityAgent(),
|
||
|
||
// 请求主人帮助
|
||
RequestOwner(),
|
||
|
||
// Epic 免费游戏
|
||
// EpicFreeGame(),
|
||
|
||
// 群管代理
|
||
GroupManageAgent(),
|
||
)
|
||
|
||
// private suspend fun chatCompletion(
|
||
// chatMessages: List<ChatMessage>,
|
||
// hasTools: Boolean = true
|
||
// ): ChatMessage {
|
||
// val llm = LargeLanguageModels.chat ?: throw NullPointerException("OpenAI Token 未设置，无法开始")
|
||
// val availableTools = if (hasTools) {
|
||
// myTools.filter { it.isEnabled }.map { it.tool }
|
||
// } else null
|
||
// val request = ChatCompletionRequest(
|
||
// model = ModelId(PluginConfig.chatModel),
|
||
// temperature = PluginConfig.chatTemperature,
|
||
// messages = chatMessages,
|
||
// tools = availableTools,
|
||
// )
|
||
// logger.info("API Requesting... Model=${PluginConfig.chatModel}")
|
||
// val response = llm.chatCompletion(request)
|
||
// val message = response.choices.first().message
|
||
// logger.info("Response: $message ${response.usage}")
|
||
// return message
|
||
// }
|
||
|
||
private fun chatCompletions(
|
||
chatMessages: List<ChatMessage>,
|
||
hasTools: Boolean = true,
|
||
onCacheUsage: ((ModelService.CacheUsage) -> Unit)? = null
|
||
): Flow<ChatCompletionChunk> {
|
||
val llm = LargeLanguageModels.chat ?: throw NullPointerException("OpenAI Token 未设置，无法开始")
|
||
val availableTools = if (hasTools) {
|
||
myTools.filter { it.isEnabled }.map { it.tool }
|
||
} else null
|
||
val request = ChatCompletionRequest(
|
||
model = ModelId(PluginConfig.chatModel),
|
||
temperature = PluginConfig.chatTemperature,
|
||
messages = chatMessages,
|
||
tools = availableTools,
|
||
)
|
||
logger.info("API Requesting... Model=${PluginConfig.chatModel}")
|
||
return llm.chatCompletions(request, onCacheUsage)
|
||
}
|
||
|
||
private fun getNameCard(member: Member): String {
|
||
val nameCard = StringBuilder("【")
|
||
// 群活跃等级：active 依赖 OneBot 拉取群荣誉数据，繁忙/失败时会抛 "Error code: 2"，
|
||
// 必须兜底，否则整次回复都会因取名片失败而中断。
|
||
try {
|
||
nameCard.append("lv").append(member.active.temperature).append(' ')
|
||
} catch (e: Throwable) {
|
||
logger.warning("获取群活跃等级失败", e)
|
||
}
|
||
// 真实群身份：始终按实际权限显示，不会被专属头衔覆盖
|
||
nameCard.append(
|
||
when (member.permission) {
|
||
OWNER -> "群主"
|
||
ADMINISTRATOR -> "管理员"
|
||
MEMBER -> "群员"
|
||
}
|
||
)
|
||
// 头衔：有专属头衔则显示专属头衔（群主可任意赋予，可能与真实身份不符，故标注"头衔"以区分），
|
||
// 否则回退到聊天窗口可见的活跃等级称号
|
||
try {
|
||
if (member.specialTitle.isNotEmpty()) {
|
||
nameCard.append(" 头衔\"").append(member.specialTitle).append('"')
|
||
} else if (member.temperatureTitle.isNotEmpty()) {
|
||
nameCard.append(' ').append(member.temperatureTitle)
|
||
}
|
||
} catch (e: Throwable) {
|
||
logger.warning("获取群头衔失败", e)
|
||
}
|
||
// 群名片
|
||
nameCard.append("】\t\"").append(member.nameCardOrNick).append("\"\t(qq=").append(member.id).append(")")
|
||
return nameCard.toString()
|
||
}
|
||
|
||
|
||
private suspend fun ToolCall.Function.execute(event: MessageEvent): String {
|
||
val agent = myTools.find { it.tool.function.name == function.name }
|
||
?: return "Function ${function.name} not found"
|
||
// 提示正在执行函数
|
||
val receipt = if (PluginConfig.showToolCallingMessage && agent.loadingMessage.isNotEmpty()) {
|
||
event.subject.sendMessage(agent.loadingMessage)
|
||
} else null
|
||
// 执行函数
|
||
val result = try {
|
||
// 提取参数
|
||
val args = function.argumentsAsJsonOrNull()
|
||
logger.info("Calling ${function.name}(${args})")
|
||
agent.execute(args, event)
|
||
} catch (e: Throwable) {
|
||
logger.error("Failed to call ${function.name}", e)
|
||
"工具调用失败，请尝试自行回答用户，或如实告知。\n异常信息：${e.message}"
|
||
}
|
||
logger.info("Result=\"$result\"")
|
||
|
||
// 截断过长的工具输出
|
||
val truncatedResult = truncateToolOutput(result)
|
||
if (truncatedResult.length != result.length) {
|
||
logger.warning("工具 ${function.name} 返回内容过长，已从 ${result.length} 字符截断至 ${truncatedResult.length} 字符")
|
||
}
|
||
|
||
// 过会撤回加载消息
|
||
if (receipt != null) {
|
||
launch {
|
||
delay(3.seconds)
|
||
try {
|
||
receipt.recall()
|
||
} catch (e: Throwable) {
|
||
logger.error(
|
||
"消息撤回失败，调试信息：" +
|
||
"source.internalIds=${receipt.source.internalIds.joinToString()} " +
|
||
"source.ids= ${receipt.source.ids.joinToString()}", e
|
||
)
|
||
}
|
||
}
|
||
}
|
||
return truncatedResult
|
||
}
|
||
|
||
/**
|
||
* 好感度时间偏移处理函数
|
||
* 使好感度逐渐向0回归，偏移速度与当前好感度绝对值相关
|
||
*/
|
||
private fun shiftFavorabilityOverTime() {
|
||
logger.info("开始执行好感度时间偏移处理")
|
||
|
||
val iterator = PluginData.userFavorability.iterator()
|
||
while (iterator.hasNext()) {
|
||
val entry = iterator.next()
|
||
val userId = entry.key
|
||
val favorabilityInfo = entry.value
|
||
val currentFavorability = favorabilityInfo.value
|
||
|
||
// 计算偏移量
|
||
// 偏移公式：偏移量 = sign(好感度) * (1 - (|好感度| / 100)^2) * 基础偏移速度
|
||
val sign = sign(currentFavorability.toFloat()).toInt()
|
||
val absFavorability = kotlin.math.abs(currentFavorability)
|
||
val shiftAmount = sign * (1 - (absFavorability / 100.0).pow(2)) * PluginConfig.favorabilityBaseShiftSpeed
|
||
|
||
// 更新好感度
|
||
val newFavorability = (currentFavorability - shiftAmount).toInt().coerceIn(-100, 100)
|
||
|
||
// 如果新的好感度为0，则移除该条目以节省空间
|
||
if (newFavorability == 0) {
|
||
iterator.remove()
|
||
logger.info("用户 $userId 的好感度已回归0，移除记录")
|
||
} else {
|
||
// 创建新的好感度信息，保持原因和印象不变
|
||
val newInfo = favorabilityInfo.copy(value = newFavorability)
|
||
PluginData.userFavorability[userId] = newInfo
|
||
logger.info("用户 $userId 的好感度 ($currentFavorability -> $newFavorability)")
|
||
}
|
||
}
|
||
|
||
logger.info("好感度时间偏移处理完成")
|
||
}
|
||
} |