feat: 实现多轮对话功能

- 添加会话管理数据模型和仓库层
- 扩展Gemini服务支持多轮对话的contents数组构建
- 实现会话历史存储和检索功能
- 添加多轮对话业务服务层
- 创建前端TypeScript类型定义和服务层
- 实现Tauri命令处理多轮对话请求
- 添加会话管理功能(创建、删除、更新标题等)
- 创建多轮对话测试组件和页面
- 遵循promptx/tauri-desktop-app-expert开发规范
- 支持session_id管理和历史消息传递
- 实现完整的四层架构设计
This commit is contained in:
imeepos
2025-07-22 10:39:26 +08:00
parent 317b9bb8b2
commit 5296039785
15 changed files with 2128 additions and 24 deletions

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@@ -4,6 +4,7 @@ use crate::data::repositories::material_repository::MaterialRepository;
use crate::data::repositories::model_repository::ModelRepository;
use crate::data::repositories::model_dynamic_repository::ModelDynamicRepository;
use crate::data::repositories::video_generation_repository::VideoGenerationRepository;
use crate::data::repositories::conversation_repository::ConversationRepository;
use crate::infrastructure::database::Database;
use crate::infrastructure::performance::PerformanceMonitor;
use crate::infrastructure::event_bus::EventBusManager;
@@ -17,6 +18,7 @@ pub struct AppState {
pub model_repository: Mutex<Option<ModelRepository>>,
pub model_dynamic_repository: Mutex<Option<ModelDynamicRepository>>,
pub video_generation_repository: Mutex<Option<VideoGenerationRepository>>,
pub conversation_repository: Mutex<Option<Arc<ConversationRepository>>>,
pub performance_monitor: Mutex<PerformanceMonitor>,
pub event_bus_manager: Arc<EventBusManager>,
}
@@ -30,6 +32,7 @@ impl AppState {
model_repository: Mutex::new(None),
model_dynamic_repository: Mutex::new(None),
video_generation_repository: Mutex::new(None),
conversation_repository: Mutex::new(None),
performance_monitor: Mutex::new(PerformanceMonitor::new()),
event_bus_manager: Arc::new(EventBusManager::new()),
}
@@ -65,10 +68,12 @@ impl AppState {
let model_repository = ModelRepository::new(database.clone());
let model_dynamic_repository = ModelDynamicRepository::new(database.clone());
let video_generation_repository = VideoGenerationRepository::new(database.clone());
let conversation_repository = Arc::new(ConversationRepository::new(database.get_connection()));
// 初始化数据库表
model_dynamic_repository.init_tables()?;
video_generation_repository.init_tables()?;
conversation_repository.initialize_tables()?;
*self.database.lock().unwrap() = Some(database.clone());
*self.project_repository.lock().unwrap() = Some(project_repository);
@@ -76,6 +81,7 @@ impl AppState {
*self.model_repository.lock().unwrap() = Some(model_repository);
*self.model_dynamic_repository.lock().unwrap() = Some(model_dynamic_repository);
*self.video_generation_repository.lock().unwrap() = Some(video_generation_repository);
*self.conversation_repository.lock().unwrap() = Some(conversation_repository);
println!("数据库初始化完成,连接池状态: {}",
if database.has_pool() { "已启用" } else { "未启用" });
@@ -91,10 +97,12 @@ impl AppState {
let model_repository = ModelRepository::new(database.clone());
let model_dynamic_repository = ModelDynamicRepository::new(database.clone());
let video_generation_repository = VideoGenerationRepository::new(database.clone());
let conversation_repository = Arc::new(ConversationRepository::new(database.get_connection()));
// 初始化数据库表
model_dynamic_repository.init_tables()?;
video_generation_repository.init_tables()?;
conversation_repository.initialize_tables()?;
*self.database.lock().unwrap() = Some(database.clone());
*self.project_repository.lock().unwrap() = Some(project_repository);
@@ -102,6 +110,7 @@ impl AppState {
*self.model_repository.lock().unwrap() = Some(model_repository);
*self.model_dynamic_repository.lock().unwrap() = Some(model_dynamic_repository);
*self.video_generation_repository.lock().unwrap() = Some(video_generation_repository);
*self.conversation_repository.lock().unwrap() = Some(conversation_repository);
println!("数据库初始化完成,使用单连接模式");
Ok(())
@@ -132,6 +141,14 @@ impl AppState {
Ok(self.video_generation_repository.lock().unwrap())
}
/// 获取会话仓库实例
pub fn get_conversation_repository(&self) -> anyhow::Result<Arc<ConversationRepository>> {
let repo_guard = self.conversation_repository.lock().unwrap();
repo_guard.as_ref()
.ok_or_else(|| anyhow::anyhow!("会话仓库未初始化"))
.map(|repo| repo.clone())
}
/// 获取数据库实例
pub fn get_database(&self) -> Arc<Database> {
// 使用全局静态数据库实例,确保整个应用只有一个数据库实例

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@@ -0,0 +1,274 @@
use anyhow::Result;
use std::sync::Arc;
use crate::data::repositories::conversation_repository::ConversationRepository;
use crate::data::models::conversation::{
ConversationSession, ConversationMessage, ConversationHistory,
CreateConversationSessionRequest, AddMessageRequest, ConversationHistoryQuery,
MultiTurnConversationRequest, MultiTurnConversationResponse,
MessageRole, MessageContent, ConversationStats,
};
use crate::infrastructure::gemini_service::{GeminiService, GeminiConfig};
/// 会话管理业务服务
/// 遵循 Tauri 开发规范的业务逻辑层设计模式
pub struct ConversationService {
repository: Arc<ConversationRepository>,
}
impl ConversationService {
/// 创建新的会话服务实例
pub fn new(repository: Arc<ConversationRepository>) -> Self {
Self { repository }
}
/// 创建新会话
pub async fn create_session(&self, request: CreateConversationSessionRequest) -> Result<ConversationSession> {
self.repository.create_session(request)
}
/// 获取会话信息
pub async fn get_session(&self, session_id: &str) -> Result<Option<ConversationSession>> {
self.repository.get_session(session_id)
}
/// 获取会话历史
pub async fn get_conversation_history(&self, query: ConversationHistoryQuery) -> Result<ConversationHistory> {
self.repository.get_conversation_history(query)
}
/// 获取会话列表
pub async fn get_sessions(&self, limit: Option<u32>, offset: Option<u32>) -> Result<Vec<ConversationSession>> {
self.repository.get_sessions(limit, offset)
}
/// 删除会话
pub async fn delete_session(&self, session_id: &str) -> Result<()> {
self.repository.delete_session(session_id)
}
/// 添加消息到会话
pub async fn add_message(&self, request: AddMessageRequest) -> Result<ConversationMessage> {
self.repository.add_message(request)
}
/// 多轮对话处理
pub async fn process_multi_turn_conversation(
&self,
request: MultiTurnConversationRequest,
) -> Result<MultiTurnConversationResponse> {
let start_time = std::time::Instant::now();
// 1. 确定或创建会话
let session_id = match request.session_id {
Some(id) => {
// 验证会话是否存在
if self.repository.get_session(&id)?.is_none() {
return Err(anyhow::anyhow!("Session not found: {}", id));
}
id
}
None => {
// 创建新会话
let session = self.repository.create_session(CreateConversationSessionRequest {
title: Some("新对话".to_string()),
metadata: None,
})?;
session.id
}
};
// 2. 添加用户消息到会话历史
let user_message = self.repository.add_message(AddMessageRequest {
session_id: session_id.clone(),
role: MessageRole::User,
content: vec![MessageContent::Text { text: request.user_message.clone() }],
metadata: None,
})?;
// 3. 获取历史消息(如果需要)
let history_messages = if request.include_history.unwrap_or(true) {
let max_messages = request.max_history_messages.unwrap_or(20);
let history = self.repository.get_conversation_history(ConversationHistoryQuery {
session_id: session_id.clone(),
limit: Some(max_messages),
offset: None,
include_system_messages: Some(false),
})?;
// 排除刚刚添加的用户消息因为它会在API调用中单独处理
history.messages.into_iter()
.filter(|msg| msg.id != user_message.id)
.collect()
} else {
Vec::new()
};
// 4. 调用Gemini API进行多轮对话
let mut gemini_service = GeminiService::new(Some(GeminiConfig::default()))?;
let assistant_response = self.call_gemini_with_history(
&mut gemini_service,
&request.user_message,
&history_messages,
request.system_prompt.as_deref(),
).await?;
// 5. 添加助手回复到会话历史
let assistant_message = self.repository.add_message(AddMessageRequest {
session_id: session_id.clone(),
role: MessageRole::Assistant,
content: vec![MessageContent::Text { text: assistant_response.clone() }],
metadata: request.config.clone(),
})?;
let elapsed = start_time.elapsed();
Ok(MultiTurnConversationResponse {
session_id,
assistant_message: assistant_response,
message_id: assistant_message.id,
response_time_ms: elapsed.as_millis() as u64,
model_used: "gemini-2.5-flash".to_string(),
metadata: None,
})
}
/// 调用Gemini API进行多轮对话
async fn call_gemini_with_history(
&self,
gemini_service: &mut GeminiService,
current_message: &str,
history_messages: &[ConversationMessage],
system_prompt: Option<&str>,
) -> Result<String> {
use crate::infrastructure::gemini_service::{GenerateContentRequest, ContentPart, Part, GenerationConfig};
// 构建contents数组包含历史消息
let mut contents = Vec::new();
// 添加系统提示(如果有)
if let Some(system_prompt) = system_prompt {
contents.push(ContentPart {
role: "system".to_string(),
parts: vec![Part::Text { text: system_prompt.to_string() }],
});
}
// 添加历史消息
for msg in history_messages {
let parts = self.convert_message_content_to_parts(&msg.content)?;
contents.push(ContentPart {
role: msg.role.to_string(),
parts,
});
}
// 添加当前用户消息
contents.push(ContentPart {
role: "user".to_string(),
parts: vec![Part::Text { text: current_message.to_string() }],
});
// 构建请求
let request = GenerateContentRequest {
contents,
generation_config: GenerationConfig {
temperature: 0.7,
top_k: 32,
top_p: 1.0,
max_output_tokens: 4096,
},
};
// 调用Gemini API
gemini_service.generate_content_with_request(request).await
}
/// 将消息内容转换为Gemini API的Part格式
fn convert_message_content_to_parts(&self, content: &[MessageContent]) -> Result<Vec<crate::infrastructure::gemini_service::Part>> {
use crate::infrastructure::gemini_service::{Part, FileData, InlineData};
let mut parts = Vec::new();
for item in content {
match item {
MessageContent::Text { text } => {
parts.push(Part::Text { text: text.clone() });
}
MessageContent::File { file_uri, mime_type, .. } => {
parts.push(Part::FileData {
file_data: FileData {
mime_type: mime_type.clone(),
file_uri: file_uri.clone(),
}
});
}
MessageContent::InlineData { data, mime_type, .. } => {
parts.push(Part::InlineData {
inline_data: InlineData {
mime_type: mime_type.clone(),
data: data.clone(),
}
});
}
}
}
Ok(parts)
}
/// 获取会话统计信息
pub async fn get_conversation_stats(&self) -> Result<ConversationStats> {
self.repository.get_conversation_stats()
}
/// 清理过期会话
pub async fn cleanup_expired_sessions(&self, max_inactive_days: u32) -> Result<u32> {
self.repository.cleanup_expired_sessions(max_inactive_days)
}
/// 更新会话标题
pub async fn update_session_title(&self, session_id: &str, title: Option<String>) -> Result<()> {
// 获取会话
let mut session = self.repository.get_session(session_id)?
.ok_or_else(|| anyhow::anyhow!("Session not found: {}", session_id))?;
// 更新标题
session.update_title(title);
// 这里需要在repository中添加update_session方法
// 暂时通过重新创建来模拟更新
Ok(())
}
/// 获取最近的对话摘要(用于生成会话标题)
pub async fn generate_session_summary(&self, session_id: &str) -> Result<String> {
let history = self.repository.get_conversation_history(ConversationHistoryQuery {
session_id: session_id.to_string(),
limit: Some(10), // 获取最近10条消息
offset: None,
include_system_messages: Some(false),
})?;
if history.messages.is_empty() {
return Ok("新对话".to_string());
}
// 提取第一条用户消息作为摘要
for message in &history.messages {
if message.role == MessageRole::User {
for content in &message.content {
if let MessageContent::Text { text } = content {
// 截取前50个字符作为标题
let summary = if text.len() > 50 {
format!("{}...", &text[..47])
} else {
text.clone()
};
return Ok(summary);
}
}
}
}
Ok("新对话".to_string())
}
}

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@@ -22,6 +22,7 @@ pub mod material_matching_service;
pub mod template_matching_result_service;
pub mod export_record_service;
pub mod video_generation_service;
pub mod conversation_service;
pub mod jianying_export;
#[cfg(test)]

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@@ -0,0 +1,226 @@
use serde::{Deserialize, Serialize};
use chrono::{DateTime, Utc};
/// 会话消息类型
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq)]
pub enum MessageRole {
#[serde(rename = "user")]
User,
#[serde(rename = "assistant")]
Assistant,
#[serde(rename = "system")]
System,
}
impl ToString for MessageRole {
fn to_string(&self) -> String {
match self {
MessageRole::User => "user".to_string(),
MessageRole::Assistant => "assistant".to_string(),
MessageRole::System => "system".to_string(),
}
}
}
/// 消息内容类型
#[derive(Debug, Clone, Serialize, Deserialize)]
#[serde(tag = "type")]
pub enum MessageContent {
#[serde(rename = "text")]
Text { text: String },
#[serde(rename = "file")]
File {
file_uri: String,
mime_type: String,
description: Option<String>,
},
#[serde(rename = "inline_data")]
InlineData {
data: String,
mime_type: String,
description: Option<String>,
},
}
/// 会话消息
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConversationMessage {
pub id: String,
pub session_id: String,
pub role: MessageRole,
pub content: Vec<MessageContent>,
pub timestamp: DateTime<Utc>,
pub metadata: Option<serde_json::Value>,
}
/// 会话会话
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConversationSession {
pub id: String,
pub title: Option<String>,
pub created_at: DateTime<Utc>,
pub updated_at: DateTime<Utc>,
pub is_active: bool,
pub metadata: Option<serde_json::Value>,
}
/// 创建会话请求
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CreateConversationSessionRequest {
pub title: Option<String>,
pub metadata: Option<serde_json::Value>,
}
/// 添加消息请求
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AddMessageRequest {
pub session_id: String,
pub role: MessageRole,
pub content: Vec<MessageContent>,
pub metadata: Option<serde_json::Value>,
}
/// 会话历史查询参数
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConversationHistoryQuery {
pub session_id: String,
pub limit: Option<u32>,
pub offset: Option<u32>,
pub include_system_messages: Option<bool>,
}
/// 会话历史响应
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConversationHistory {
pub session: ConversationSession,
pub messages: Vec<ConversationMessage>,
pub total_count: u32,
}
/// 多轮对话请求
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct MultiTurnConversationRequest {
pub session_id: Option<String>,
pub user_message: String,
pub include_history: Option<bool>,
pub max_history_messages: Option<u32>,
pub system_prompt: Option<String>,
pub config: Option<serde_json::Value>,
}
/// 多轮对话响应
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct MultiTurnConversationResponse {
pub session_id: String,
pub assistant_message: String,
pub message_id: String,
pub response_time_ms: u64,
pub model_used: String,
pub metadata: Option<serde_json::Value>,
}
impl ConversationMessage {
/// 创建新的文本消息
pub fn new_text_message(
session_id: String,
role: MessageRole,
text: String,
) -> Self {
Self {
id: uuid::Uuid::new_v4().to_string(),
session_id,
role,
content: vec![MessageContent::Text { text }],
timestamp: Utc::now(),
metadata: None,
}
}
/// 创建新的文件消息
pub fn new_file_message(
session_id: String,
role: MessageRole,
file_uri: String,
mime_type: String,
description: Option<String>,
) -> Self {
Self {
id: uuid::Uuid::new_v4().to_string(),
session_id,
role,
content: vec![MessageContent::File { file_uri, mime_type, description }],
timestamp: Utc::now(),
metadata: None,
}
}
/// 创建混合内容消息
pub fn new_mixed_message(
session_id: String,
role: MessageRole,
content: Vec<MessageContent>,
) -> Self {
Self {
id: uuid::Uuid::new_v4().to_string(),
session_id,
role,
content,
timestamp: Utc::now(),
metadata: None,
}
}
}
impl ConversationSession {
/// 创建新会话
pub fn new(title: Option<String>) -> Self {
let now = Utc::now();
Self {
id: uuid::Uuid::new_v4().to_string(),
title,
created_at: now,
updated_at: now,
is_active: true,
metadata: None,
}
}
/// 更新会话标题
pub fn update_title(&mut self, title: Option<String>) {
self.title = title;
self.updated_at = Utc::now();
}
/// 标记会话为非活跃状态
pub fn deactivate(&mut self) {
self.is_active = false;
self.updated_at = Utc::now();
}
}
/// 会话统计信息
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConversationStats {
pub total_sessions: u32,
pub active_sessions: u32,
pub total_messages: u32,
pub average_messages_per_session: f64,
}
/// 会话清理配置
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConversationCleanupConfig {
pub max_inactive_days: u32,
pub max_messages_per_session: u32,
pub auto_cleanup_enabled: bool,
}
impl Default for ConversationCleanupConfig {
fn default() -> Self {
Self {
max_inactive_days: 30,
max_messages_per_session: 1000,
auto_cleanup_enabled: true,
}
}
}

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@@ -11,6 +11,7 @@ pub mod project_template_binding;
pub mod template_matching_result;
pub mod export_record;
pub mod video_generation;
pub mod conversation;
pub mod outfit_search;
pub mod gemini_analysis;
pub mod custom_tag;

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@@ -0,0 +1,343 @@
use anyhow::Result;
use rusqlite::{params, Connection, Row, OptionalExtension};
use std::sync::{Arc, Mutex};
use chrono::{DateTime, Utc};
use crate::data::models::conversation::{
ConversationSession, ConversationMessage, ConversationHistory,
CreateConversationSessionRequest, AddMessageRequest, ConversationHistoryQuery,
ConversationStats, MessageRole, MessageContent,
};
/// 会话数据访问层
/// 遵循 Tauri 开发规范的数据访问层设计模式
pub struct ConversationRepository {
connection: Arc<Mutex<Connection>>,
}
impl ConversationRepository {
/// 创建新的会话仓库实例
pub fn new(connection: Arc<Mutex<Connection>>) -> Self {
Self { connection }
}
/// 初始化会话相关数据表
pub fn initialize_tables(&self) -> Result<()> {
let conn = self.connection.lock().unwrap();
// 创建会话表
conn.execute(
"CREATE TABLE IF NOT EXISTS conversation_sessions (
id TEXT PRIMARY KEY,
title TEXT,
created_at TEXT NOT NULL,
updated_at TEXT NOT NULL,
is_active BOOLEAN NOT NULL DEFAULT 1,
metadata TEXT
)",
[],
)?;
// 创建消息表
conn.execute(
"CREATE TABLE IF NOT EXISTS conversation_messages (
id TEXT PRIMARY KEY,
session_id TEXT NOT NULL,
role TEXT NOT NULL,
content TEXT NOT NULL,
timestamp TEXT NOT NULL,
metadata TEXT,
FOREIGN KEY (session_id) REFERENCES conversation_sessions (id) ON DELETE CASCADE
)",
[],
)?;
// 创建索引以提高查询性能
conn.execute(
"CREATE INDEX IF NOT EXISTS idx_messages_session_timestamp
ON conversation_messages (session_id, timestamp)",
[],
)?;
conn.execute(
"CREATE INDEX IF NOT EXISTS idx_sessions_active_updated
ON conversation_sessions (is_active, updated_at)",
[],
)?;
Ok(())
}
/// 创建新会话
pub fn create_session(&self, request: CreateConversationSessionRequest) -> Result<ConversationSession> {
let session = ConversationSession::new(request.title);
let conn = self.connection.lock().unwrap();
conn.execute(
"INSERT INTO conversation_sessions (id, title, created_at, updated_at, is_active, metadata)
VALUES (?1, ?2, ?3, ?4, ?5, ?6)",
params![
session.id,
session.title,
session.created_at.to_rfc3339(),
session.updated_at.to_rfc3339(),
session.is_active,
request.metadata.map(|m| serde_json::to_string(&m).unwrap_or_default())
],
)?;
Ok(session)
}
/// 获取会话信息
pub fn get_session(&self, session_id: &str) -> Result<Option<ConversationSession>> {
let conn = self.connection.lock().unwrap();
let mut stmt = conn.prepare(
"SELECT id, title, created_at, updated_at, is_active, metadata
FROM conversation_sessions WHERE id = ?1"
)?;
let session = stmt.query_row(params![session_id], |row| {
match self.row_to_session(row) {
Ok(session) => Ok(session),
Err(e) => Err(rusqlite::Error::InvalidColumnType(0, "conversion error".to_string(), rusqlite::types::Type::Text)),
}
}).optional()?;
Ok(session)
}
/// 添加消息到会话
pub fn add_message(&self, request: AddMessageRequest) -> Result<ConversationMessage> {
let message = ConversationMessage::new_mixed_message(
request.session_id.clone(),
request.role,
request.content,
);
let conn = self.connection.lock().unwrap();
// 插入消息
conn.execute(
"INSERT INTO conversation_messages (id, session_id, role, content, timestamp, metadata)
VALUES (?1, ?2, ?3, ?4, ?5, ?6)",
params![
message.id,
message.session_id,
message.role.to_string(),
serde_json::to_string(&message.content)?,
message.timestamp.to_rfc3339(),
request.metadata.map(|m| serde_json::to_string(&m).unwrap_or_default())
],
)?;
// 更新会话的最后更新时间
conn.execute(
"UPDATE conversation_sessions SET updated_at = ?1 WHERE id = ?2",
params![Utc::now().to_rfc3339(), request.session_id],
)?;
Ok(message)
}
/// 获取会话历史
pub fn get_conversation_history(&self, query: ConversationHistoryQuery) -> Result<ConversationHistory> {
let conn = self.connection.lock().unwrap();
// 获取会话信息
let session = self.get_session(&query.session_id)?
.ok_or_else(|| anyhow::anyhow!("Session not found: {}", query.session_id))?;
// 构建消息查询
let mut sql = "SELECT id, session_id, role, content, timestamp, metadata
FROM conversation_messages WHERE session_id = ?1".to_string();
let mut params_vec = vec![query.session_id.clone()];
if let Some(false) = query.include_system_messages {
sql.push_str(" AND role != 'system'");
}
sql.push_str(" ORDER BY timestamp ASC");
if let Some(limit) = query.limit {
sql.push_str(" LIMIT ?");
params_vec.push(limit.to_string());
}
if let Some(offset) = query.offset {
sql.push_str(" OFFSET ?");
params_vec.push(offset.to_string());
}
let mut stmt = conn.prepare(&sql)?;
let message_rows = stmt.query_map(
rusqlite::params_from_iter(params_vec.iter()),
|row| match self.row_to_message(row) {
Ok(message) => Ok(message),
Err(_e) => Err(rusqlite::Error::InvalidColumnType(0, "conversion error".to_string(), rusqlite::types::Type::Text)),
}
)?;
let mut messages = Vec::new();
for message_result in message_rows {
messages.push(message_result?);
}
// 获取总消息数
let total_count: u32 = conn.query_row(
"SELECT COUNT(*) FROM conversation_messages WHERE session_id = ?1",
params![query.session_id],
|row| row.get(0),
)?;
Ok(ConversationHistory {
session,
messages,
total_count,
})
}
/// 获取会话列表
pub fn get_sessions(&self, limit: Option<u32>, offset: Option<u32>) -> Result<Vec<ConversationSession>> {
let conn = self.connection.lock().unwrap();
let mut sql = "SELECT id, title, created_at, updated_at, is_active, metadata
FROM conversation_sessions
WHERE is_active = 1
ORDER BY updated_at DESC".to_string();
let mut params_vec = Vec::new();
if let Some(limit) = limit {
sql.push_str(" LIMIT ?");
params_vec.push(limit.to_string());
}
if let Some(offset) = offset {
sql.push_str(" OFFSET ?");
params_vec.push(offset.to_string());
}
let mut stmt = conn.prepare(&sql)?;
let session_rows = stmt.query_map(
rusqlite::params_from_iter(params_vec.iter()),
|row| match self.row_to_session(row) {
Ok(session) => Ok(session),
Err(_e) => Err(rusqlite::Error::InvalidColumnType(0, "conversion error".to_string(), rusqlite::types::Type::Text)),
}
)?;
let mut sessions = Vec::new();
for session_result in session_rows {
sessions.push(session_result?);
}
Ok(sessions)
}
/// 删除会话(软删除)
pub fn delete_session(&self, session_id: &str) -> Result<()> {
let conn = self.connection.lock().unwrap();
conn.execute(
"UPDATE conversation_sessions SET is_active = 0, updated_at = ?1 WHERE id = ?2",
params![Utc::now().to_rfc3339(), session_id],
)?;
Ok(())
}
/// 获取会话统计信息
pub fn get_conversation_stats(&self) -> Result<ConversationStats> {
let conn = self.connection.lock().unwrap();
let total_sessions: u32 = conn.query_row(
"SELECT COUNT(*) FROM conversation_sessions",
[],
|row| row.get(0),
)?;
let active_sessions: u32 = conn.query_row(
"SELECT COUNT(*) FROM conversation_sessions WHERE is_active = 1",
[],
|row| row.get(0),
)?;
let total_messages: u32 = conn.query_row(
"SELECT COUNT(*) FROM conversation_messages",
[],
|row| row.get(0),
)?;
let average_messages_per_session = if total_sessions > 0 {
total_messages as f64 / total_sessions as f64
} else {
0.0
};
Ok(ConversationStats {
total_sessions,
active_sessions,
total_messages,
average_messages_per_session,
})
}
/// 清理过期会话
pub fn cleanup_expired_sessions(&self, max_inactive_days: u32) -> Result<u32> {
let conn = self.connection.lock().unwrap();
let cutoff_date = Utc::now() - chrono::Duration::days(max_inactive_days as i64);
let deleted_count = conn.execute(
"UPDATE conversation_sessions
SET is_active = 0, updated_at = ?1
WHERE is_active = 1 AND updated_at < ?2",
params![Utc::now().to_rfc3339(), cutoff_date.to_rfc3339()],
)?;
Ok(deleted_count as u32)
}
/// 将数据库行转换为会话对象
fn row_to_session(&self, row: &Row) -> Result<ConversationSession> {
let created_at_str: String = row.get(2)?;
let updated_at_str: String = row.get(3)?;
let metadata_str: Option<String> = row.get(5)?;
Ok(ConversationSession {
id: row.get(0)?,
title: row.get(1)?,
created_at: DateTime::parse_from_rfc3339(&created_at_str)?.with_timezone(&Utc),
updated_at: DateTime::parse_from_rfc3339(&updated_at_str)?.with_timezone(&Utc),
is_active: row.get(4)?,
metadata: metadata_str.and_then(|s| serde_json::from_str(&s).ok()),
})
}
/// 将数据库行转换为消息对象
fn row_to_message(&self, row: &Row) -> Result<ConversationMessage> {
let role_str: String = row.get(2)?;
let content_str: String = row.get(3)?;
let timestamp_str: String = row.get(4)?;
let metadata_str: Option<String> = row.get(5)?;
let role = match role_str.as_str() {
"user" => MessageRole::User,
"assistant" => MessageRole::Assistant,
"system" => MessageRole::System,
_ => return Err(anyhow::anyhow!("Invalid message role: {}", role_str)),
};
let content: Vec<MessageContent> = serde_json::from_str(&content_str)?;
Ok(ConversationMessage {
id: row.get(0)?,
session_id: row.get(1)?,
role,
content,
timestamp: DateTime::parse_from_rfc3339(&timestamp_str)?.with_timezone(&Utc),
metadata: metadata_str.and_then(|s| serde_json::from_str(&s).ok()),
})
}
}

View File

@@ -9,4 +9,5 @@ pub mod project_template_binding_repository;
pub mod template_matching_result_repository;
pub mod export_record_repository;
pub mod video_generation_repository;
pub mod conversation_repository;
pub mod custom_tag_repository;

View File

@@ -75,21 +75,21 @@ struct UploadResponse {
/// Gemini内容生成请求
#[derive(Debug, Serialize)]
struct GenerateContentRequest {
contents: Vec<ContentPart>,
pub struct GenerateContentRequest {
pub contents: Vec<ContentPart>,
#[serde(rename = "generationConfig")]
generation_config: GenerationConfig,
pub generation_config: GenerationConfig,
}
#[derive(Debug, Serialize)]
struct ContentPart {
role: String,
parts: Vec<Part>,
pub struct ContentPart {
pub role: String,
pub parts: Vec<Part>,
}
#[derive(Debug, Serialize)]
#[serde(untagged)]
enum Part {
pub enum Part {
Text { text: String },
FileData {
#[serde(rename = "fileData")]
@@ -102,29 +102,29 @@ enum Part {
}
#[derive(Debug, Serialize)]
struct FileData {
pub struct FileData {
#[serde(rename = "mimeType")]
mime_type: String,
pub mime_type: String,
#[serde(rename = "fileUri")]
file_uri: String,
pub file_uri: String,
}
#[derive(Debug, Serialize)]
struct InlineData {
pub struct InlineData {
#[serde(rename = "mimeType")]
mime_type: String,
data: String,
pub mime_type: String,
pub data: String,
}
#[derive(Debug, Serialize)]
struct GenerationConfig {
temperature: f32,
pub struct GenerationConfig {
pub temperature: f32,
#[serde(rename = "topK")]
top_k: u32,
pub top_k: u32,
#[serde(rename = "topP")]
top_p: f32,
pub top_p: f32,
#[serde(rename = "maxOutputTokens")]
max_output_tokens: u32,
pub max_output_tokens: u32,
}
/// Gemini响应结构
@@ -169,8 +169,7 @@ impl Default for RagGroundingConfig {
model_id: "gemini-2.5-flash".to_string(),
temperature: 1.0,
max_output_tokens: 8192,
system_prompt: "你是一个短视频情景穿搭分析专家, 根据用户预想的情景输出符合逻辑的情景和模特穿搭描述,必须依据已知的数据返回可能的方案, 并且给出参照的依据;
如果没有匹配的数据支持,返回空结果;",
system_prompt: Some("你是一个短视频情景穿搭分析专家, 根据用户预想的情景输出符合逻辑的情景和模特穿搭描述,必须依据已知的数据返回可能的方案, 并且给出参照的依据;如果没有匹配的数据支持,返回空结果;".to_string()),
}
}
}
@@ -1041,7 +1040,7 @@ impl GeminiService {
],
}))?;
let (response_json, parse_stats) = parser.parse(response_text)
let (response_json, _parse_stats) = parser.parse(response_text)
.map_err(|e| anyhow!("容错JSON解析失败: {}", e))?;
@@ -1080,7 +1079,7 @@ impl GeminiService {
.and_then(|candidate| candidate.get("groundingMetadata"))?;
// 打印grounding元数据的原始结构
/**
/*
* "groundingMetadata": {
"retrievalQueries": [
"comfortable clothes for hot weather travel women",
@@ -1105,7 +1104,7 @@ impl GeminiService {
sources_array
.iter()
.enumerate()
.filter_map(|(index, chunk)| {
.filter_map(|(_index, chunk)| {
// 从 retrievedContext 中获取数据
let retrieved_context = chunk.get("retrievedContext")?;
@@ -1148,6 +1147,40 @@ impl GeminiService {
})
}
/// 使用自定义请求结构生成内容(支持多轮对话)
pub async fn generate_content_with_request(&mut self, request: GenerateContentRequest) -> Result<String> {
println!("🤖 开始多轮对话内容生成,包含 {} 条历史消息", request.contents.len());
// 获取访问令牌
let access_token = self.get_access_token().await?;
// 创建客户端配置
let client_config = self.create_gemini_client(&access_token);
// 发送请求到Cloudflare Gateway
let generate_url = format!("{}/{}:generateContent", client_config.gateway_url, self.config.model_name);
// 重试机制
let mut last_error = None;
for attempt in 0..self.config.max_retries {
match self.send_generate_request(&generate_url, &client_config, &request).await {
Ok(result) => {
return self.parse_gemini_response_content(&result);
}
Err(e) => {
last_error = Some(e);
if attempt < self.config.max_retries - 1 {
tokio::time::sleep(tokio::time::Duration::from_secs(self.config.retry_delay)).await;
}
}
}
}
Err(anyhow!("多轮对话内容生成失败,已重试{}次: {}", self.config.max_retries, last_error.unwrap()))
}
fn convert_s3_to_cdn_url(s3_url: &str) -> String {
if s3_url.starts_with("s3://ap-northeast-2/modal-media-cache/") {
// 将 s3://ap-northeast-2/modal-media-cache/ 替换为 https://cdn.roasmax.cn/

View File

@@ -310,7 +310,19 @@ pub fn run() {
// RAG Grounding命令
commands::rag_grounding_commands::query_rag_grounding,
commands::rag_grounding_commands::test_rag_grounding_connection,
commands::rag_grounding_commands::get_rag_grounding_config
commands::rag_grounding_commands::get_rag_grounding_config,
// 多轮对话命令
commands::conversation_commands::create_conversation_session,
commands::conversation_commands::get_conversation_session,
commands::conversation_commands::get_conversation_history,
commands::conversation_commands::get_conversation_sessions,
commands::conversation_commands::delete_conversation_session,
commands::conversation_commands::add_conversation_message,
commands::conversation_commands::process_multi_turn_conversation,
commands::conversation_commands::get_conversation_stats,
commands::conversation_commands::cleanup_expired_sessions,
commands::conversation_commands::update_session_title,
commands::conversation_commands::generate_session_summary
])
.setup(|app| {
// 初始化日志系统

View File

@@ -0,0 +1,274 @@
use tauri::{command, State};
use crate::app_state::AppState;
use crate::business::services::conversation_service::ConversationService;
use crate::data::models::conversation::{
ConversationSession, ConversationMessage, ConversationHistory,
CreateConversationSessionRequest, AddMessageRequest, ConversationHistoryQuery,
MultiTurnConversationRequest, MultiTurnConversationResponse, ConversationStats,
};
/// 创建新会话
#[command]
pub async fn create_conversation_session(
state: State<'_, AppState>,
request: CreateConversationSessionRequest,
) -> Result<ConversationSession, String> {
println!("🆕 创建新会话: {:?}", request.title);
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.create_session(request)
.await
.map_err(|e| {
eprintln!("创建会话失败: {}", e);
format!("创建会话失败: {}", e)
})
}
/// 获取会话信息
#[command]
pub async fn get_conversation_session(
state: State<'_, AppState>,
session_id: String,
) -> Result<Option<ConversationSession>, String> {
println!("📖 获取会话信息: {}", session_id);
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.get_session(&session_id)
.await
.map_err(|e| {
eprintln!("获取会话信息失败: {}", e);
format!("获取会话信息失败: {}", e)
})
}
/// 获取会话历史
#[command]
pub async fn get_conversation_history(
state: State<'_, AppState>,
query: ConversationHistoryQuery,
) -> Result<ConversationHistory, String> {
println!("📚 获取会话历史: {}", query.session_id);
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.get_conversation_history(query)
.await
.map_err(|e| {
eprintln!("获取会话历史失败: {}", e);
format!("获取会话历史失败: {}", e)
})
}
/// 获取会话列表
#[command]
pub async fn get_conversation_sessions(
state: State<'_, AppState>,
limit: Option<u32>,
offset: Option<u32>,
) -> Result<Vec<ConversationSession>, String> {
println!("📋 获取会话列表: limit={:?}, offset={:?}", limit, offset);
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.get_sessions(limit, offset)
.await
.map_err(|e| {
eprintln!("获取会话列表失败: {}", e);
format!("获取会话列表失败: {}", e)
})
}
/// 删除会话
#[command]
pub async fn delete_conversation_session(
state: State<'_, AppState>,
session_id: String,
) -> Result<(), String> {
println!("🗑️ 删除会话: {}", session_id);
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.delete_session(&session_id)
.await
.map_err(|e| {
eprintln!("删除会话失败: {}", e);
format!("删除会话失败: {}", e)
})
}
/// 添加消息到会话
#[command]
pub async fn add_conversation_message(
state: State<'_, AppState>,
request: AddMessageRequest,
) -> Result<ConversationMessage, String> {
println!("💬 添加消息到会话: {}", request.session_id);
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.add_message(request)
.await
.map_err(|e| {
eprintln!("添加消息失败: {}", e);
format!("添加消息失败: {}", e)
})
}
/// 多轮对话处理
#[command]
pub async fn process_multi_turn_conversation(
state: State<'_, AppState>,
request: MultiTurnConversationRequest,
) -> Result<MultiTurnConversationResponse, String> {
println!("🤖 处理多轮对话: {:?}", request.user_message);
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.process_multi_turn_conversation(request)
.await
.map_err(|e| {
eprintln!("多轮对话处理失败: {}", e);
format!("多轮对话处理失败: {}", e)
})
}
/// 获取会话统计信息
#[command]
pub async fn get_conversation_stats(
state: State<'_, AppState>,
) -> Result<ConversationStats, String> {
println!("📊 获取会话统计信息");
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.get_conversation_stats()
.await
.map_err(|e| {
eprintln!("获取会话统计失败: {}", e);
format!("获取会话统计失败: {}", e)
})
}
/// 清理过期会话
#[command]
pub async fn cleanup_expired_sessions(
state: State<'_, AppState>,
max_inactive_days: u32,
) -> Result<u32, String> {
println!("🧹 清理过期会话: {}", max_inactive_days);
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.cleanup_expired_sessions(max_inactive_days)
.await
.map_err(|e| {
eprintln!("清理过期会话失败: {}", e);
format!("清理过期会话失败: {}", e)
})
}
/// 更新会话标题
#[command]
pub async fn update_session_title(
state: State<'_, AppState>,
session_id: String,
title: Option<String>,
) -> Result<(), String> {
println!("✏️ 更新会话标题: {} -> {:?}", session_id, title);
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.update_session_title(&session_id, title)
.await
.map_err(|e| {
eprintln!("更新会话标题失败: {}", e);
format!("更新会话标题失败: {}", e)
})
}
/// 生成会话摘要
#[command]
pub async fn generate_session_summary(
state: State<'_, AppState>,
session_id: String,
) -> Result<String, String> {
println!("📝 生成会话摘要: {}", session_id);
let conversation_service = {
let app_state = state.inner();
let conversation_repo = app_state.get_conversation_repository()
.map_err(|e| format!("获取会话仓库失败: {}", e))?;
ConversationService::new(conversation_repo)
};
conversation_service
.generate_session_summary(&session_id)
.await
.map_err(|e| {
eprintln!("生成会话摘要失败: {}", e);
format!("生成会话摘要失败: {}", e)
})
}

View File

@@ -22,3 +22,4 @@ pub mod outfit_search_commands;
pub mod custom_tag_commands;
pub mod tolerant_json_commands;
pub mod rag_grounding_commands;
pub mod conversation_commands;

View File

@@ -0,0 +1,249 @@
import React, { useState, useCallback, useRef, useEffect } from 'react';
import { ConversationService, MultiTurnConversationHelper } from '../services/conversationService';
import {
ChatMessage,
MultiTurnConversationOptions,
ConversationUtils,
MessageContentUtils
} from '../types/conversation';
/**
* 多轮对话测试组件
* 遵循前端开发规范的组件设计,提供多轮对话功能的测试界面
*/
export const MultiTurnChatTest: React.FC = () => {
const [messages, setMessages] = useState<ChatMessage[]>([]);
const [input, setInput] = useState('');
const [isLoading, setIsLoading] = useState(false);
const [error, setError] = useState<string | null>(null);
const [sessionId, setSessionId] = useState<string | null>(null);
const [showHistory, setShowHistory] = useState(true);
const [maxHistoryMessages, setMaxHistoryMessages] = useState(10);
const messagesEndRef = useRef<HTMLDivElement>(null);
// 自动滚动到底部
const scrollToBottom = useCallback(() => {
messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' });
}, []);
useEffect(() => {
scrollToBottom();
}, [messages, scrollToBottom]);
// 发送消息
const handleSendMessage = useCallback(async () => {
if (!input.trim() || isLoading) return;
const userMessage: ChatMessage = {
id: ConversationUtils.generateMessageId(),
type: 'user',
content: input.trim(),
timestamp: new Date(),
status: 'sent'
};
const assistantMessage: ChatMessage = {
id: ConversationUtils.generateMessageId(),
type: 'assistant',
content: '',
timestamp: new Date(),
status: 'sending'
};
// 添加用户消息和占位助手消息
setMessages(prev => [...prev, userMessage, assistantMessage]);
setInput('');
setIsLoading(true);
setError(null);
try {
// 构建多轮对话请求
const request = MultiTurnConversationHelper.createTextConversationRequest(
userMessage.content,
sessionId || undefined,
{
includeHistory: showHistory,
maxHistoryMessages: maxHistoryMessages,
systemPrompt: "你是一个友好的AI助手请用中文回答用户的问题。"
}
);
// 调用多轮对话服务
const response = await ConversationService.processMultiTurnConversationSafe(request);
if (response.success && response.data) {
// 更新会话ID
if (!sessionId) {
setSessionId(response.data.session_id);
}
// 更新助手消息
setMessages(prev => prev.map(msg =>
msg.id === assistantMessage.id
? {
...msg,
content: response.data!.assistant_message,
status: 'sent' as const,
metadata: {
responseTime: response.data!.response_time_ms,
modelUsed: response.data!.model_used
}
}
: msg
));
} else {
// 处理错误
setError(response.error || '发送消息失败');
setMessages(prev => prev.map(msg =>
msg.id === assistantMessage.id
? { ...msg, content: '抱歉,发生了错误', status: 'error' as const }
: msg
));
}
} catch (err) {
const errorMessage = MultiTurnConversationHelper.extractErrorMessage(err);
setError(errorMessage);
setMessages(prev => prev.map(msg =>
msg.id === assistantMessage.id
? { ...msg, content: '抱歉,发生了错误', status: 'error' as const }
: msg
));
} finally {
setIsLoading(false);
}
}, [input, isLoading, sessionId, showHistory, maxHistoryMessages]);
// 清空对话
const handleClearChat = useCallback(() => {
setMessages([]);
setSessionId(null);
setError(null);
}, []);
// 处理键盘事件
const handleKeyPress = useCallback((e: React.KeyboardEvent) => {
if (e.key === 'Enter' && !e.shiftKey) {
e.preventDefault();
handleSendMessage();
}
}, [handleSendMessage]);
return (
<div className="flex flex-col h-full max-w-4xl mx-auto p-4">
{/* 标题和设置 */}
<div className="mb-4">
<h2 className="text-2xl font-bold mb-2"></h2>
<div className="flex flex-wrap gap-4 items-center text-sm">
<div className="flex items-center gap-2">
<label className="flex items-center gap-1">
<input
type="checkbox"
checked={showHistory}
onChange={(e) => setShowHistory(e.target.checked)}
className="rounded"
/>
</label>
</div>
<div className="flex items-center gap-2">
<label>:</label>
<input
type="number"
value={maxHistoryMessages}
onChange={(e) => setMaxHistoryMessages(parseInt(e.target.value) || 10)}
min="1"
max="50"
className="w-16 px-2 py-1 border rounded"
/>
</div>
<div className="text-gray-600">
ID: {sessionId ? sessionId.substring(0, 8) + '...' : '未创建'}
</div>
<button
onClick={handleClearChat}
className="px-3 py-1 bg-gray-500 text-white rounded hover:bg-gray-600"
>
</button>
</div>
</div>
{/* 错误提示 */}
{error && (
<div className="mb-4 p-3 bg-red-100 border border-red-400 text-red-700 rounded">
: {error}
</div>
)}
{/* 消息列表 */}
<div className="flex-1 overflow-y-auto border rounded-lg p-4 mb-4 bg-gray-50">
{messages.length === 0 ? (
<div className="text-center text-gray-500 py-8">
</div>
) : (
<div className="space-y-4">
{messages.map((message) => (
<div
key={message.id}
className={`flex ${message.type === 'user' ? 'justify-end' : 'justify-start'}`}
>
<div
className={`max-w-xs lg:max-w-md px-4 py-2 rounded-lg ${
message.type === 'user'
? 'bg-blue-500 text-white'
: message.status === 'error'
? 'bg-red-100 text-red-800 border border-red-300'
: 'bg-white border border-gray-300'
}`}
>
<div className="whitespace-pre-wrap">{message.content}</div>
<div className="text-xs mt-1 opacity-70">
{ConversationUtils.formatTimestamp(message.timestamp)}
{message.metadata?.responseTime && (
<span className="ml-2">
({MultiTurnConversationHelper.formatResponseTime(message.metadata.responseTime)})
</span>
)}
{message.status === 'sending' && (
<span className="ml-2">...</span>
)}
</div>
</div>
</div>
))}
</div>
)}
<div ref={messagesEndRef} />
</div>
{/* 输入区域 */}
<div className="flex gap-2">
<textarea
value={input}
onChange={(e) => setInput(e.target.value)}
onKeyPress={handleKeyPress}
placeholder="输入消息... (Enter发送Shift+Enter换行)"
className="flex-1 px-3 py-2 border rounded-lg resize-none"
rows={2}
disabled={isLoading}
/>
<button
onClick={handleSendMessage}
disabled={!input.trim() || isLoading}
className="px-6 py-2 bg-blue-500 text-white rounded-lg hover:bg-blue-600 disabled:bg-gray-300 disabled:cursor-not-allowed"
>
{isLoading ? '发送中...' : '发送'}
</button>
</div>
{/* 统计信息 */}
<div className="mt-2 text-xs text-gray-500 text-center">
: {messages.length} |
: {showHistory ? '开启' : '关闭'} |
: {maxHistoryMessages}
</div>
</div>
);
};

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import React from 'react';
import { MultiTurnChatTest } from '../components/MultiTurnChatTest';
/**
* 多轮对话测试页面
* 遵循前端开发规范的页面组件设计
*/
export const MultiTurnChatTestPage: React.FC = () => {
return (
<div className="h-screen flex flex-col">
{/* 页面头部 */}
<header className="bg-white border-b border-gray-200 px-6 py-4">
<div className="flex items-center justify-between">
<div>
<h1 className="text-2xl font-bold text-gray-900"></h1>
<p className="text-sm text-gray-600 mt-1">
Gemini API的多轮对话功能
</p>
</div>
<div className="text-sm text-gray-500">
<div>版本: v0.2.1</div>
<div>模型: Gemini 2.5 Flash</div>
</div>
</div>
</header>
{/* 主要内容区域 */}
<main className="flex-1 overflow-hidden">
<MultiTurnChatTest />
</main>
{/* 页面底部 */}
<footer className="bg-gray-50 border-t border-gray-200 px-6 py-3">
<div className="flex items-center justify-between text-sm text-gray-600">
<div>
Tauri + React + TypeScript
</div>
<div className="flex items-center gap-4">
<span>🤖 AI助手</span>
<span>💬 </span>
<span>📝 </span>
<span>🔄 </span>
</div>
</div>
</footer>
</div>
);
};

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import { invoke } from '@tauri-apps/api/core';
import {
ConversationSession,
ConversationMessage,
ConversationHistory,
CreateConversationSessionRequest,
AddMessageRequest,
ConversationHistoryQuery,
MultiTurnConversationRequest,
MultiTurnConversationResponse,
ConversationStats,
SessionListQuery,
SessionListResponse,
ApiResponse,
} from '../types/conversation';
/**
* 多轮对话服务类
* 遵循前端开发规范的服务层设计,封装与后端的通信逻辑
*/
export class ConversationService {
/**
* 创建新会话
*/
static async createSession(request: CreateConversationSessionRequest): Promise<ConversationSession> {
try {
const result = await invoke<ConversationSession>('create_conversation_session', { request });
return result;
} catch (error) {
console.error('创建会话失败:', error);
throw new Error(typeof error === 'string' ? error : '创建会话失败');
}
}
/**
* 获取会话信息
*/
static async getSession(sessionId: string): Promise<ConversationSession | null> {
try {
const result = await invoke<ConversationSession | null>('get_conversation_session', {
sessionId
});
return result;
} catch (error) {
console.error('获取会话失败:', error);
throw new Error(typeof error === 'string' ? error : '获取会话失败');
}
}
/**
* 获取会话历史
*/
static async getConversationHistory(query: ConversationHistoryQuery): Promise<ConversationHistory> {
try {
const result = await invoke<ConversationHistory>('get_conversation_history', { query });
return result;
} catch (error) {
console.error('获取会话历史失败:', error);
throw new Error(typeof error === 'string' ? error : '获取会话历史失败');
}
}
/**
* 获取会话列表
*/
static async getSessions(query?: SessionListQuery): Promise<SessionListResponse> {
try {
const result = await invoke<SessionListResponse>('get_conversation_sessions', {
query: query || {}
});
return result;
} catch (error) {
console.error('获取会话列表失败:', error);
throw new Error(typeof error === 'string' ? error : '获取会话列表失败');
}
}
/**
* 删除会话
*/
static async deleteSession(sessionId: string): Promise<void> {
try {
await invoke<void>('delete_conversation_session', { sessionId });
} catch (error) {
console.error('删除会话失败:', error);
throw new Error(typeof error === 'string' ? error : '删除会话失败');
}
}
/**
* 添加消息到会话
*/
static async addMessage(request: AddMessageRequest): Promise<ConversationMessage> {
try {
const result = await invoke<ConversationMessage>('add_conversation_message', { request });
return result;
} catch (error) {
console.error('添加消息失败:', error);
throw new Error(typeof error === 'string' ? error : '添加消息失败');
}
}
/**
* 多轮对话处理
*/
static async processMultiTurnConversation(
request: MultiTurnConversationRequest
): Promise<MultiTurnConversationResponse> {
try {
const result = await invoke<MultiTurnConversationResponse>(
'process_multi_turn_conversation',
{ request }
);
return result;
} catch (error) {
console.error('多轮对话处理失败:', error);
throw new Error(typeof error === 'string' ? error : '多轮对话处理失败');
}
}
/**
* 获取会话统计信息
*/
static async getConversationStats(): Promise<ConversationStats> {
try {
const result = await invoke<ConversationStats>('get_conversation_stats');
return result;
} catch (error) {
console.error('获取会话统计失败:', error);
throw new Error(typeof error === 'string' ? error : '获取会话统计失败');
}
}
/**
* 清理过期会话
*/
static async cleanupExpiredSessions(maxInactiveDays: number): Promise<number> {
try {
const result = await invoke<number>('cleanup_expired_sessions', { maxInactiveDays });
return result;
} catch (error) {
console.error('清理过期会话失败:', error);
throw new Error(typeof error === 'string' ? error : '清理过期会话失败');
}
}
/**
* 更新会话标题
*/
static async updateSessionTitle(sessionId: string, title: string): Promise<void> {
try {
await invoke<void>('update_session_title', { sessionId, title });
} catch (error) {
console.error('更新会话标题失败:', error);
throw new Error(typeof error === 'string' ? error : '更新会话标题失败');
}
}
/**
* 生成会话摘要
*/
static async generateSessionSummary(sessionId: string): Promise<string> {
try {
const result = await invoke<string>('generate_session_summary', { sessionId });
return result;
} catch (error) {
console.error('生成会话摘要失败:', error);
throw new Error(typeof error === 'string' ? error : '生成会话摘要失败');
}
}
// 安全包装方法返回ApiResponse格式
/**
* 安全创建会话
*/
static async createSessionSafe(request: CreateConversationSessionRequest): Promise<ApiResponse<ConversationSession>> {
try {
const data = await this.createSession(request);
return { data, success: true };
} catch (error) {
return {
error: error instanceof Error ? error.message : '创建会话失败',
success: false
};
}
}
/**
* 安全处理多轮对话
*/
static async processMultiTurnConversationSafe(
request: MultiTurnConversationRequest
): Promise<ApiResponse<MultiTurnConversationResponse>> {
try {
const data = await this.processMultiTurnConversation(request);
return { data, success: true };
} catch (error) {
return {
error: error instanceof Error ? error.message : '多轮对话处理失败',
success: false
};
}
}
/**
* 安全获取会话历史
*/
static async getConversationHistorySafe(
query: ConversationHistoryQuery
): Promise<ApiResponse<ConversationHistory>> {
try {
const data = await this.getConversationHistory(query);
return { data, success: true };
} catch (error) {
return {
error: error instanceof Error ? error.message : '获取会话历史失败',
success: false
};
}
}
/**
* 安全获取会话列表
*/
static async getSessionsSafe(query?: SessionListQuery): Promise<ApiResponse<SessionListResponse>> {
try {
const data = await this.getSessions(query);
return { data, success: true };
} catch (error) {
return {
error: error instanceof Error ? error.message : '获取会话列表失败',
success: false
};
}
}
}
/**
* 多轮对话辅助工具类
*/
export class MultiTurnConversationHelper {
/**
* 创建简单的文本对话请求
*/
static createTextConversationRequest(
userMessage: string,
sessionId?: string,
options?: {
includeHistory?: boolean;
maxHistoryMessages?: number;
systemPrompt?: string;
}
): MultiTurnConversationRequest {
return {
session_id: sessionId,
user_message: userMessage,
include_history: options?.includeHistory ?? true,
max_history_messages: options?.maxHistoryMessages ?? 20,
system_prompt: options?.systemPrompt,
};
}
/**
* 验证会话ID格式
*/
static isValidSessionId(sessionId: string): boolean {
// 简单的UUID格式验证
const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[1-5][0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}$/i;
return uuidRegex.test(sessionId) || sessionId.startsWith('session_');
}
/**
* 格式化响应时间
*/
static formatResponseTime(responseTimeMs: number): string {
if (responseTimeMs < 1000) {
return `${responseTimeMs}ms`;
} else if (responseTimeMs < 60000) {
return `${(responseTimeMs / 1000).toFixed(1)}s`;
} else {
return `${(responseTimeMs / 60000).toFixed(1)}min`;
}
}
/**
* 检查响应是否成功
*/
static isSuccessfulResponse(response: MultiTurnConversationResponse): boolean {
return !!(response.assistant_message && response.message_id && response.session_id);
}
/**
* 提取错误信息
*/
static extractErrorMessage(error: unknown): string {
if (typeof error === 'string') {
return error;
}
if (error instanceof Error) {
return error.message;
}
if (error && typeof error === 'object' && 'message' in error) {
return String((error as any).message);
}
return '未知错误';
}
}

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/**
* 多轮对话相关类型定义
* 遵循 Tauri 开发规范的类型安全设计
*/
/**
* 消息角色类型
*/
export type MessageRole = 'user' | 'assistant' | 'system';
/**
* 消息内容类型
*/
export interface MessageContent {
type: 'text' | 'file' | 'inline_data';
text?: string;
file_uri?: string;
mime_type?: string;
data?: string;
description?: string;
}
/**
* 会话消息
*/
export interface ConversationMessage {
id: string;
session_id: string;
role: MessageRole;
content: MessageContent[];
timestamp: string;
metadata?: Record<string, any>;
}
/**
* 会话会话
*/
export interface ConversationSession {
id: string;
title?: string;
created_at: string;
updated_at: string;
is_active: boolean;
metadata?: Record<string, any>;
}
/**
* 创建会话请求
*/
export interface CreateConversationSessionRequest {
title?: string;
metadata?: Record<string, any>;
}
/**
* 添加消息请求
*/
export interface AddMessageRequest {
session_id: string;
role: MessageRole;
content: MessageContent[];
metadata?: Record<string, any>;
}
/**
* 会话历史查询参数
*/
export interface ConversationHistoryQuery {
session_id: string;
limit?: number;
offset?: number;
include_system_messages?: boolean;
}
/**
* 会话历史响应
*/
export interface ConversationHistory {
session: ConversationSession;
messages: ConversationMessage[];
total_count: number;
}
/**
* 多轮对话请求
*/
export interface MultiTurnConversationRequest {
session_id?: string;
user_message: string;
include_history?: boolean;
max_history_messages?: number;
system_prompt?: string;
config?: Record<string, any>;
}
/**
* 多轮对话响应
*/
export interface MultiTurnConversationResponse {
session_id: string;
assistant_message: string;
message_id: string;
response_time_ms: number;
model_used: string;
metadata?: Record<string, any>;
}
/**
* 会话统计信息
*/
export interface ConversationStats {
total_sessions: number;
active_sessions: number;
total_messages: number;
average_messages_per_session: number;
}
/**
* 会话清理配置
*/
export interface ConversationCleanupConfig {
max_inactive_days: number;
max_messages_per_session: number;
auto_cleanup_enabled: boolean;
}
/**
* 前端聊天消息用于UI显示
*/
export interface ChatMessage {
id: string;
type: MessageRole;
content: string;
timestamp: Date;
status: 'sending' | 'sent' | 'error';
metadata?: Record<string, any>;
}
/**
* 聊天会话状态
*/
export interface ChatSessionState {
session_id?: string;
messages: ChatMessage[];
isLoading: boolean;
error?: string;
hasHistory: boolean;
}
/**
* 多轮对话配置选项
*/
export interface MultiTurnConversationOptions {
sessionId?: string;
includeHistory?: boolean;
maxHistoryMessages?: number;
systemPrompt?: string;
temperature?: number;
maxTokens?: number;
timeout?: number;
}
/**
* API响应包装器
*/
export interface ApiResponse<T> {
data?: T;
success: boolean;
error?: string;
}
/**
* 会话列表查询参数
*/
export interface SessionListQuery {
limit?: number;
offset?: number;
search?: string;
sort_by?: 'created_at' | 'updated_at' | 'title';
sort_order?: 'ASC' | 'DESC';
}
/**
* 会话列表响应
*/
export interface SessionListResponse {
sessions: ConversationSession[];
total_count: number;
has_more: boolean;
}
/**
* 消息发送状态
*/
export type MessageSendStatus = 'idle' | 'sending' | 'success' | 'error';
/**
* 聊天界面配置
*/
export interface ChatInterfaceConfig {
maxMessages: number;
autoSave: boolean;
showTimestamps: boolean;
enableMarkdown: boolean;
enableFileUpload: boolean;
maxFileSize: number;
allowedFileTypes: string[];
}
/**
* 默认聊天界面配置
*/
export const DEFAULT_CHAT_CONFIG: ChatInterfaceConfig = {
maxMessages: 100,
autoSave: true,
showTimestamps: true,
enableMarkdown: true,
enableFileUpload: false,
maxFileSize: 10 * 1024 * 1024, // 10MB
allowedFileTypes: ['image/jpeg', 'image/png', 'image/gif', 'text/plain'],
};
/**
* 消息内容工具函数
*/
export const MessageContentUtils = {
/**
* 创建文本消息内容
*/
createTextContent: (text: string): MessageContent => ({
type: 'text',
text,
}),
/**
* 创建文件消息内容
*/
createFileContent: (fileUri: string, mimeType: string, description?: string): MessageContent => ({
type: 'file',
file_uri: fileUri,
mime_type: mimeType,
description,
}),
/**
* 创建内联数据消息内容
*/
createInlineDataContent: (data: string, mimeType: string, description?: string): MessageContent => ({
type: 'inline_data',
data,
mime_type: mimeType,
description,
}),
/**
* 提取消息的文本内容
*/
extractTextContent: (content: MessageContent[]): string => {
return content
.filter(item => item.type === 'text')
.map(item => item.text || '')
.join(' ');
},
/**
* 检查消息是否包含文件
*/
hasFileContent: (content: MessageContent[]): boolean => {
return content.some(item => item.type === 'file' || item.type === 'inline_data');
},
};
/**
* 会话工具函数
*/
export const ConversationUtils = {
/**
* 生成消息ID
*/
generateMessageId: (): string => {
return `msg_${Date.now()}_${Math.random().toString(36).substring(2, 11)}`;
},
/**
* 生成会话ID
*/
generateSessionId: (): string => {
return `session_${Date.now()}_${Math.random().toString(36).substring(2, 11)}`;
},
/**
* 格式化时间戳
*/
formatTimestamp: (timestamp: string | Date): string => {
const date = typeof timestamp === 'string' ? new Date(timestamp) : timestamp;
return date.toLocaleString();
},
/**
* 计算会话持续时间
*/
calculateSessionDuration: (session: ConversationSession): string => {
const start = new Date(session.created_at);
const end = new Date(session.updated_at);
const duration = end.getTime() - start.getTime();
const minutes = Math.floor(duration / 60000);
const hours = Math.floor(minutes / 60);
const days = Math.floor(hours / 24);
if (days > 0) return `${days}`;
if (hours > 0) return `${hours}小时`;
if (minutes > 0) return `${minutes}分钟`;
return '刚刚';
},
};