Version: 0.4.9.dev.260309

feat: 🗄️ 新增自动建表功能

* 新增项目启动时自动建表能力，减少手动初始化数据库步骤
* 解决 `agent_chat` 与 `chat_history` 结构体互相持有对方结构体用于 `preload` 导致的循环依赖问题
* 修复因结构体互相依赖引发的建表失败问题，保证数据库初始化流程稳定

feat: 🐳 Docker Compose 引入 Kafka 分区自动初始化

* 更新 `docker-compose` 配置，引入 Kafka partition 自动初始化脚本
* 保证服务启动后 Topic 即具备可用 partition，实现开箱即用
* 修复转移环境后 MySQL 等容器数据无法持久化的问题，统一改为使用命名卷进行数据持久化

docs: 📚 补充 Outbox + Kafka 持久化链路注释

* 为 Outbox + Kafka 消息持久化链路补充详细代码注释
* 提升异步消息链路的可读性与维护性
* 当前代码 Review 进度约 50%

undo: ⚠️ Kafka 初始化阶段出现消息短暂堆积

* 初次初始化项目时观察到消息在 Kafka 中短暂堆积现象
* 后续被消费者一次性消费且未再次复现
* 已在生产者启动、消费者启动以及消息消费流程中增加控制台日志输出，降低系统黑箱程度
* 后续若条件允许将进一步排查该现象的触发原因

backend/go.mod

@@ -1,15 +1,17 @@
 module github.com/LoveLosita/smartflow/backend
 
-go 1.23.4
+go 1.24.0
 
 require (
+	github.com/cloudwego/eino v0.7.13
 	github.com/cloudwego/eino-ext/components/model/ark v0.1.64
-	github.com/cloudwego/eino-ext/components/model/openai v0.1.8
 	github.com/gin-gonic/gin v1.11.0
 	github.com/go-redis/redis/v8 v8.11.5
 	github.com/golang-jwt/jwt/v4 v4.5.2
 	github.com/google/uuid v1.6.0
+	github.com/segmentio/kafka-go v0.4.47
 	github.com/spf13/viper v1.21.0
+	github.com/volcengine/volcengine-go-sdk v1.2.9
 	golang.org/x/crypto v0.40.0
 	gorm.io/driver/mysql v1.6.0
 	gorm.io/gorm v1.31.1
@@ -20,16 +22,14 @@ require (
 	github.com/bahlo/generic-list-go v0.2.0 // indirect
 	github.com/buger/jsonparser v1.1.1 // indirect
 	github.com/bytedance/gopkg v0.1.3 // indirect
-	github.com/bytedance/sonic v1.14.1 // indirect
-	github.com/bytedance/sonic/loader v0.3.0 // indirect
+	github.com/bytedance/mockey v1.3.0 // indirect
+	github.com/bytedance/sonic v1.15.0 // indirect
+	github.com/bytedance/sonic/loader v0.5.0 // indirect
 	github.com/cespare/xxhash/v2 v2.2.0 // indirect
 	github.com/cloudwego/base64x v0.1.6 // indirect
-	github.com/cloudwego/eino v0.7.13 // indirect
-	github.com/cloudwego/eino-ext/libs/acl/openai v0.1.13 // indirect
 	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
 	github.com/eino-contrib/jsonschema v1.0.3 // indirect
-	github.com/evanphx/json-patch v0.5.2 // indirect
 	github.com/fsnotify/fsnotify v1.9.0 // indirect
 	github.com/gabriel-vasile/mimetype v1.4.8 // indirect
 	github.com/gin-contrib/sse v1.1.0 // indirect
@@ -50,7 +50,6 @@ require (
 	github.com/leodido/go-urn v1.4.0 // indirect
 	github.com/mailru/easyjson v0.7.7 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
-	github.com/meguminnnnnnnnn/go-openai v0.1.1 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/nikolalohinski/gonja v1.5.3 // indirect
@@ -60,7 +59,6 @@ require (
 	github.com/quic-go/qpack v0.5.1 // indirect
 	github.com/quic-go/quic-go v0.54.0 // indirect
 	github.com/sagikazarmark/locafero v0.11.0 // indirect
-	github.com/segmentio/kafka-go v0.4.47 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/slongfield/pyfmt v0.0.0-20220222012616-ea85ff4c361f // indirect
 	github.com/sourcegraph/conc v0.3.1-0.20240121214520-5f936abd7ae8 // indirect
@@ -71,17 +69,16 @@ require (
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/ugorji/go/codec v1.3.0 // indirect
 	github.com/volcengine/volc-sdk-golang v1.0.23 // indirect
-	github.com/volcengine/volcengine-go-sdk v1.2.9 // indirect
 	github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
 	github.com/yargevad/filepathx v1.0.0 // indirect
 	go.uber.org/mock v0.5.0 // indirect
 	go.yaml.in/yaml/v3 v3.0.4 // indirect
-	golang.org/x/arch v0.20.0 // indirect
+	golang.org/x/arch v0.24.0 // indirect
 	golang.org/x/exp v0.0.0-20230713183714-613f0c0eb8a1 // indirect
 	golang.org/x/mod v0.26.0 // indirect
 	golang.org/x/net v0.42.0 // indirect
 	golang.org/x/sync v0.16.0 // indirect
-	golang.org/x/sys v0.35.0 // indirect
+	golang.org/x/sys v0.41.0 // indirect
 	golang.org/x/text v0.28.0 // indirect
 	golang.org/x/tools v0.35.0 // indirect
 	google.golang.org/protobuf v1.36.9 // indirect