mirror of
https://github.com/Tencent/WeKnora.git
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191 lines
8.5 KiB
Go
191 lines
8.5 KiB
Go
package config
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import (
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"fmt"
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"os"
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"regexp"
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"strings"
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"time"
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"github.com/Tencent/WeKnora/internal/types"
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"github.com/go-viper/mapstructure/v2"
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"github.com/spf13/viper"
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)
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// Config 应用程序总配置
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type Config struct {
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Conversation *ConversationConfig `yaml:"conversation" json:"conversation"`
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Server *ServerConfig `yaml:"server" json:"server"`
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KnowledgeBase *KnowledgeBaseConfig `yaml:"knowledge_base" json:"knowledge_base"`
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Tenant *TenantConfig `yaml:"tenant" json:"tenant"`
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Models []ModelConfig `yaml:"models" json:"models"`
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VectorDatabase *VectorDatabaseConfig `yaml:"vector_database" json:"vector_database"`
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DocReader *DocReaderConfig `yaml:"docreader" json:"docreader"`
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StreamManager *StreamManagerConfig `yaml:"stream_manager" json:"stream_manager"`
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ExtractManager *ExtractManagerConfig `yaml:"extract" json:"extract"`
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}
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type DocReaderConfig struct {
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Addr string `yaml:"addr" json:"addr"`
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}
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type VectorDatabaseConfig struct {
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Driver string `yaml:"driver" json:"driver"`
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}
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// ConversationConfig 对话服务配置
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type ConversationConfig struct {
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MaxRounds int `yaml:"max_rounds" json:"max_rounds"`
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KeywordThreshold float64 `yaml:"keyword_threshold" json:"keyword_threshold"`
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EmbeddingTopK int `yaml:"embedding_top_k" json:"embedding_top_k"`
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VectorThreshold float64 `yaml:"vector_threshold" json:"vector_threshold"`
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RerankTopK int `yaml:"rerank_top_k" json:"rerank_top_k"`
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RerankThreshold float64 `yaml:"rerank_threshold" json:"rerank_threshold"`
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FallbackStrategy string `yaml:"fallback_strategy" json:"fallback_strategy"`
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FallbackResponse string `yaml:"fallback_response" json:"fallback_response"`
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FallbackPrompt string `yaml:"fallback_prompt" json:"fallback_prompt"`
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EnableRewrite bool `yaml:"enable_rewrite" json:"enable_rewrite"`
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EnableRerank bool `yaml:"enable_rerank" json:"enable_rerank"`
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Summary *SummaryConfig `yaml:"summary" json:"summary"`
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GenerateSessionTitlePrompt string `yaml:"generate_session_title_prompt" json:"generate_session_title_prompt"`
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GenerateSummaryPrompt string `yaml:"generate_summary_prompt" json:"generate_summary_prompt"`
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RewritePromptSystem string `yaml:"rewrite_prompt_system" json:"rewrite_prompt_system"`
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RewritePromptUser string `yaml:"rewrite_prompt_user" json:"rewrite_prompt_user"`
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SimplifyQueryPrompt string `yaml:"simplify_query_prompt" json:"simplify_query_prompt"`
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SimplifyQueryPromptUser string `yaml:"simplify_query_prompt_user" json:"simplify_query_prompt_user"`
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ExtractEntitiesPrompt string `yaml:"extract_entities_prompt" json:"extract_entities_prompt"`
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ExtractRelationshipsPrompt string `yaml:"extract_relationships_prompt" json:"extract_relationships_prompt"`
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}
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// SummaryConfig 摘要配置
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type SummaryConfig struct {
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MaxTokens int `yaml:"max_tokens" json:"max_tokens"`
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RepeatPenalty float64 `yaml:"repeat_penalty" json:"repeat_penalty"`
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TopK int `yaml:"top_k" json:"top_k"`
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TopP float64 `yaml:"top_p" json:"top_p"`
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FrequencyPenalty float64 `yaml:"frequency_penalty" json:"frequency_penalty"`
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PresencePenalty float64 `yaml:"presence_penalty" json:"presence_penalty"`
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Prompt string `yaml:"prompt" json:"prompt"`
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ContextTemplate string `yaml:"context_template" json:"context_template"`
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Temperature float64 `yaml:"temperature" json:"temperature"`
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Seed int `yaml:"seed" json:"seed"`
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MaxCompletionTokens int `yaml:"max_completion_tokens" json:"max_completion_tokens"`
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NoMatchPrefix string `yaml:"no_match_prefix" json:"no_match_prefix"`
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}
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// ServerConfig 服务器配置
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type ServerConfig struct {
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Port int `yaml:"port" json:"port"`
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Host string `yaml:"host" json:"host"`
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LogPath string `yaml:"log_path" json:"log_path"`
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ShutdownTimeout time.Duration `yaml:"shutdown_timeout" json:"shutdown_timeout" default:"30s"`
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}
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// KnowledgeBaseConfig 知识库配置
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type KnowledgeBaseConfig struct {
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ChunkSize int `yaml:"chunk_size" json:"chunk_size"`
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ChunkOverlap int `yaml:"chunk_overlap" json:"chunk_overlap"`
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SplitMarkers []string `yaml:"split_markers" json:"split_markers"`
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KeepSeparator bool `yaml:"keep_separator" json:"keep_separator"`
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ImageProcessing *ImageProcessingConfig `yaml:"image_processing" json:"image_processing"`
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}
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// ImageProcessingConfig 图像处理配置
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type ImageProcessingConfig struct {
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EnableMultimodal bool `yaml:"enable_multimodal" json:"enable_multimodal"`
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}
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// TenantConfig 租户配置
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type TenantConfig struct {
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DefaultSessionName string `yaml:"default_session_name" json:"default_session_name"`
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DefaultSessionTitle string `yaml:"default_session_title" json:"default_session_title"`
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DefaultSessionDescription string `yaml:"default_session_description" json:"default_session_description"`
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}
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// ModelConfig 模型配置
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type ModelConfig struct {
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Type string `yaml:"type" json:"type"`
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Source string `yaml:"source" json:"source"`
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ModelName string `yaml:"model_name" json:"model_name"`
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Parameters map[string]interface{} `yaml:"parameters" json:"parameters"`
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}
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// StreamManagerConfig 流管理器配置
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type StreamManagerConfig struct {
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Type string `yaml:"type" json:"type"` // 类型: "memory" 或 "redis"
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Redis RedisConfig `yaml:"redis" json:"redis"` // Redis配置
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CleanupTimeout time.Duration `yaml:"cleanup_timeout" json:"cleanup_timeout"` // 清理超时，单位秒
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}
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// RedisConfig Redis配置
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type RedisConfig struct {
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Address string `yaml:"address" json:"address"` // Redis地址
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Password string `yaml:"password" json:"password"` // Redis密码
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DB int `yaml:"db" json:"db"` // Redis数据库
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Prefix string `yaml:"prefix" json:"prefix"` // 键前缀
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TTL time.Duration `yaml:"ttl" json:"ttl"` // 过期时间(小时)
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}
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// ExtractManagerConfig 抽取管理器配置
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type ExtractManagerConfig struct {
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ExtractGraph *types.PromptTemplateStructured `yaml:"extract_graph" json:"extract_graph"`
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ExtractEntity *types.PromptTemplateStructured `yaml:"extract_entity" json:"extract_entity"`
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FabriText *FebriText `yaml:"fabri_text" json:"fabri_text"`
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}
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type FebriText struct {
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WithTag string `yaml:"with_tag" json:"with_tag"`
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WithNoTag string `yaml:"with_no_tag" json:"with_no_tag"`
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}
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// LoadConfig 从配置文件加载配置
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func LoadConfig() (*Config, error) {
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// 设置配置文件名和路径
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viper.SetConfigName("config") // 配置文件名称(不带扩展名)
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viper.SetConfigType("yaml") // 配置文件类型
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viper.AddConfigPath(".") // 当前目录
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viper.AddConfigPath("./config") // config子目录
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viper.AddConfigPath("$HOME/.appname") // 用户目录
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viper.AddConfigPath("/etc/appname/") // etc目录
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// 启用环境变量替换
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viper.AutomaticEnv()
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viper.SetEnvKeyReplacer(strings.NewReplacer(".", "_"))
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// 读取配置文件
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if err := viper.ReadInConfig(); err != nil {
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return nil, fmt.Errorf("error reading config file: %w", err)
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}
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// 替换配置中的环境变量引用
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configFileContent, err := os.ReadFile(viper.ConfigFileUsed())
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if err != nil {
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return nil, fmt.Errorf("error reading config file content: %w", err)
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}
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// 替换${ENV_VAR}格式的环境变量引用
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re := regexp.MustCompile(`\${([^}]+)}`)
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result := re.ReplaceAllStringFunc(string(configFileContent), func(match string) string {
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// 提取环境变量名称（去掉${}部分）
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envVar := match[2 : len(match)-1]
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// 获取环境变量值，如果不存在则保持原样
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if value := os.Getenv(envVar); value != "" {
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return value
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}
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return match
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})
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// 使用处理后的配置内容
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viper.ReadConfig(strings.NewReader(result))
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// 解析配置到结构体
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var cfg Config
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if err := viper.Unmarshal(&cfg, func(dc *mapstructure.DecoderConfig) {
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dc.TagName = "yaml"
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}); err != nil {
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return nil, fmt.Errorf("unable to decode config into struct: %w", err)
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}
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fmt.Printf("Using configuration file: %s\n", viper.ConfigFileUsed())
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return &cfg, nil
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}
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