config

type APISourceConfig struct {
	// URL is the API endpoint.
	URL string `yaml:"url"`

	// Headers are HTTP headers to include.
	Headers map[string]string `yaml:"headers,omitempty"`

	// IDField is the JSON path to document IDs.
	IDField string `yaml:"id_field"`

	// ContentField is the JSON path to document content.
	ContentField string `yaml:"content_field"`
}

type AgentConfig struct {
	// Name is the display name of the agent (human-readable).
	// The actual unique identifier is the map key in the agents section.
	Name string `` /* 157-byte string literal not displayed */

	// Description describes what the agent does.
	Description string `` /* 146-byte string literal not displayed */

	// Visibility controls agent discovery and access.
	// Values:
	//   - "public" (default): Visible in discovery, accessible via HTTP (if auth enabled, requires auth)
	//   - "internal": Visible in discovery ONLY if authenticated, accessible via HTTP (requires auth)
	//   - "private": Hidden from discovery, NOT accessible via HTTP (internal calls only)
	Visibility string `` /* 187-byte string literal not displayed */

	// LLM references a configured LLM by name.
	LLM string `` /* 138-byte string literal not displayed */

	// Tools lists tool names this agent can use.
	Tools []string `yaml:"tools,omitempty" json:"tools,omitempty" jsonschema:"title=Tools,description=List of tool names this agent can use"`

	// SubAgents lists agent names that can receive transferred control (Pattern 1).
	// Transfer tools are automatically created for each sub-agent.
	// The parent agent can call "transfer_to_<name>" to hand off control.
	//
	// Example:
	//   agents:
	//     coordinator:
	//       sub_agents: [researcher, writer]
	//     researcher:
	//       instruction: "You research topics..."
	//     writer:
	//       instruction: "You write content..."
	SubAgents []string `` /* 147-byte string literal not displayed */

	// AgentTools lists agent names to use as callable tools (Pattern 2).
	// The parent agent maintains control and receives structured results.
	// The tool name will be the agent name (e.g., "web_search").
	//
	// Example:
	//   agents:
	//     researcher:
	//       agent_tools: [web_search, data_analysis]
	//     web_search:
	//       instruction: "You search the web..."
	//     data_analysis:
	//       instruction: "You analyze data..."
	AgentTools []string `` /* 137-byte string literal not displayed */

	// Instruction is the system prompt for the agent.
	// Supports template placeholders:
	//   {variable}           - session state
	//   {app:variable}       - app-scoped state
	//   {user:variable}      - user-scoped state
	//   {temp:variable}      - temp-scoped state
	//   {artifact.filename}  - artifact content
	//   {variable?}          - optional (empty if not found)
	Instruction string `` /* 149-byte string literal not displayed */

	// InstructionFile is a path to a file containing the system instruction.
	// If provided, the content of this file is read and used as Instruction.
	// Supports SKILL.md files which contain frontmatter + markdown body.
	// The file path is relative to the config file location.
	InstructionFile string `` /* 164-byte string literal not displayed */

	// GlobalInstruction applies to all agents in the tree (root only).
	// Supports the same template placeholders as Instruction.
	GlobalInstruction string `` /* 167-byte string literal not displayed */

	// Reasoning configures the chain-of-thought reasoning loop.
	Reasoning *ReasoningConfig `` /* 149-byte string literal not displayed */

	// Context configures working memory / context window management.
	// Controls how conversation history is managed to fit within LLM limits.
	Context *ContextConfig `` /* 145-byte string literal not displayed */

	// Guardrails references a named guardrails configuration.
	// Controls input validation, output filtering, and tool authorization.
	Guardrails string `` /* 151-byte string literal not displayed */

	// Prompt provides detailed prompt configuration.
	Prompt *PromptConfig `` /* 129-byte string literal not displayed */

	// Skills describes agent capabilities for A2A discovery.
	Skills []SkillConfig `yaml:"skills,omitempty" json:"skills,omitempty" jsonschema:"title=Skills,description=Agent capabilities for A2A discovery"`

	// InputModes are supported input MIME types.
	InputModes []string `` /* 127-byte string literal not displayed */

	// OutputModes are supported output MIME types.
	OutputModes []string `` /* 131-byte string literal not displayed */

	// Streaming enables token-by-token streaming from the LLM.
	Streaming *bool `` /* 149-byte string literal not displayed */

	// DocumentStores lists document store names this agent can search.
	// Controls scoped access to RAG document stores.
	// Values:
	//   - nil/omitted: Agent can search ALL document stores
	//   - []: Agent has NO document store access
	//   - [stores...]: Agent can only search listed stores
	//
	// When document stores are available:
	//   - A "search" tool is automatically added to the agent
	//   - If IncludeContext=true, relevant context is auto-injected
	//
	// Example:
	//   agents:
	//     researcher:
	//       document_stores: [codebase, docs]  # Scoped to these stores
	//     admin:
	//       document_stores: []                # No RAG access
	//     default:
	//       # omitted = access all stores
	DocumentStores *[]string `` /* 153-byte string literal not displayed */

	// IncludeContext enables automatic context injection from RAG.
	// When true, relevant document chunks are automatically included
	// in the system prompt based on the user's message.
	// Requires DocumentStores access.
	// Default: false
	IncludeContext *bool `` /* 159-byte string literal not displayed */

	// IncludeContextLimit sets the maximum number of documents to include.
	// Only used when IncludeContext=true.
	// Default: 5
	IncludeContextLimit *int `` /* 189-byte string literal not displayed */

	// IncludeContextMaxLength sets the maximum content length per document (chars).
	// Longer content is truncated.
	// Only used when IncludeContext=true.
	// Default: 500
	IncludeContextMaxLength *int `` /* 211-byte string literal not displayed */

	// StructuredOutput configures JSON schema response format.
	// When set, the LLM will return responses matching the specified schema.
	//
	// Example:
	//   structured_output:
	//     schema:
	//       type: object
	//       properties:
	//         sentiment:
	//           type: string
	//           enum: ["positive", "negative", "neutral"]
	//         confidence:
	//           type: number
	//       required: ["sentiment", "confidence"]
	StructuredOutput *StructuredOutputConfig `` /* 160-byte string literal not displayed */

	// Type specifies the agent type.
	// Values:
	//   - "llm" (default): LLM-powered agent
	//   - "sequential": Runs sub-agents in sequence
	//   - "parallel": Runs sub-agents in parallel
	//   - "loop": Runs sub-agents repeatedly
	//   - "remote": Remote A2A agent
	//   - "runner": Executes tools in sequence without LLM
	Type string `` /* 184-byte string literal not displayed */

	// MaxIterations is the maximum iterations for loop agents.
	// Only used when Type="loop". If 0, loops until escalation.
	MaxIterations uint `` /* 154-byte string literal not displayed */

	// Trigger configures automatic agent invocation on a schedule.
	// When configured, the agent will be invoked automatically based on the trigger.
	Trigger *TriggerConfig `` /* 138-byte string literal not displayed */

	// URL is the base URL of the remote A2A server.
	// Used when Type="remote".
	// Example: "http://localhost:9000"
	URL string `yaml:"url,omitempty" json:"url,omitempty" jsonschema:"title=Remote URL,description=Base URL of remote A2A server"`

	// AgentCardURL is the URL to fetch the agent card from.
	// If not provided and URL is set, defaults to "{URL}/.well-known/agent-card.json".
	AgentCardURL string `` /* 138-byte string literal not displayed */

	// AgentCardFile is a local file path to the agent card JSON.
	// Takes precedence over AgentCardURL.
	AgentCardFile string `` /* 147-byte string literal not displayed */

	// Headers are custom HTTP headers for remote agent requests.
	// Useful for authentication.
	// Example:
	//   headers:
	//     Authorization: "Bearer ${API_TOKEN}"
	Headers map[string]string `` /* 128-byte string literal not displayed */

	// Timeout is the request timeout for remote agents.
	// Default: "30s"
	Timeout string `yaml:"timeout,omitempty" json:"timeout,omitempty" jsonschema:"title=Timeout,description=Request timeout,default=30s"`
}

type AuthConfig struct {
	// Enabled controls whether authentication is required.
	// Default: false
	Enabled bool `yaml:"enabled,omitempty"`

	// JWKSURL is the URL to fetch JSON Web Key Set from.
	// Required when Enabled is true.
	// Example: "https://auth.example.com/.well-known/jwks.json"
	JWKSURL string `yaml:"jwks_url,omitempty"`

	// Issuer is the expected token issuer (iss claim).
	// Required when Enabled is true.
	// Example: "https://auth.example.com"
	Issuer string `yaml:"issuer,omitempty"`

	// Audience is the expected token audience (aud claim).
	// Required when Enabled is true.
	// Example: "hector-api"
	Audience string `yaml:"audience,omitempty"`

	// ClientID is the public Client ID for the frontend app.
	// Optional, but required for hector-studio to know which app to use.
	ClientID string `yaml:"client_id,omitempty"`

	// RefreshInterval is how often to refresh the JWKS.
	// Default: 15m
	RefreshInterval time.Duration `yaml:"refresh_interval,omitempty"`

	// ExcludedPaths are paths that don't require authentication.
	// Default: ["/health", "/.well-known/agent-card.json"]
	ExcludedPaths []string `yaml:"excluded_paths,omitempty"`

	// RequireAuth when true returns 401 for missing tokens.
	// When false, unauthenticated requests proceed but without user context.
	// Default: true (when Enabled is true)
	RequireAuth *bool `yaml:"require_auth,omitempty"`
}

type AuthorizationGuardrailConfig struct {
	Enabled      bool     `yaml:"enabled" json:"enabled" jsonschema:"title=Enabled,default=false"`
	AllowedTools []string `` /* 149-byte string literal not displayed */
	BlockedTools []string `` /* 149-byte string literal not displayed */
	Action       string   `yaml:"action,omitempty" json:"action,omitempty" jsonschema:"title=Action,enum=allow,enum=block,enum=warn,default=block"`
	Severity     string   `` /* 137-byte string literal not displayed */
}

type CLIOptions struct {
	// LLM options
	Provider    string
	Model       string
	APIKey      string
	BaseURL     string
	Temperature *float64 // Pointer to distinguish "not set" from "set to 0"
	MaxTokens   *int

	// Thinking options
	Thinking       *bool
	ThinkingBudget int

	// Streaming
	Streaming *bool

	// Agent options
	Instruction string
	Role        string

	// Tool options
	MCPURL         string
	Tools          string
	ApproveTools   string
	NoApproveTools string

	// Storage options
	Storage   string
	StorageDB string

	// Observability
	Observe bool

	// RAG options
	DocsFolder       string
	RAGWatch         *bool
	MCPParserTool    string
	VectorType       string
	VectorHost       string
	VectorAPIKey     string
	EmbedderProvider string
	EmbedderModel    string
	EmbedderURL      string
	IncludeContext   *bool

	// Server options
	Host string
	Port int

	// Auth options
	AuthJWKSURL  string
	AuthIssuer   string
	AuthAudience string
	AuthRequired *bool

	// Skill file (auto-detected)
	SkillFile string
}

type CORSConfig struct {
	// AllowedOrigins is a list of allowed origins.
	AllowedOrigins []string `yaml:"allowed_origins,omitempty"`

	// AllowedMethods is a list of allowed HTTP methods.
	AllowedMethods []string `yaml:"allowed_methods,omitempty"`

	// AllowedHeaders is a list of allowed headers.
	AllowedHeaders []string `yaml:"allowed_headers,omitempty"`

	// AllowCredentials allows credentials.
	AllowCredentials *bool `yaml:"allow_credentials,omitempty"`
}

type CheckpointConfig struct {
	// Enabled enables checkpointing.
	// Default: false
	Enabled *bool `yaml:"enabled,omitempty"`

	// Strategy determines when checkpoints are created.
	// Values: "event" (default), "interval", "hybrid"
	Strategy string `yaml:"strategy,omitempty"`

	// Interval specifies checkpoint frequency (every N iterations).
	// Only used when Strategy is "interval" or "hybrid".
	// Default: 0 (disabled)
	Interval int `yaml:"interval,omitempty"`

	// AfterTools checkpoints after tool executions complete.
	// Default: false
	AfterTools *bool `yaml:"after_tools,omitempty"`

	// BeforeLLM checkpoints before LLM API calls.
	// Default: false
	BeforeLLM *bool `yaml:"before_llm,omitempty"`

	// Recovery configures checkpoint recovery behavior.
	Recovery *CheckpointRecoveryConfig `yaml:"recovery,omitempty"`
}

type CheckpointRecoveryConfig struct {
	// AutoResume enables automatic recovery on startup.
	// Default: false
	AutoResume *bool `yaml:"auto_resume,omitempty"`

	// AutoResumeHITL enables automatic recovery for INPUT_REQUIRED tasks.
	// When false, INPUT_REQUIRED tasks wait for explicit user action.
	// Default: false
	AutoResumeHITL *bool `yaml:"auto_resume_hitl,omitempty"`

	// Timeout is the maximum age (in seconds) for a checkpoint to be recoverable.
	// Checkpoints older than this are considered expired.
	// Default: 3600 (1 hour)
	Timeout int `yaml:"timeout,omitempty"`
}

type ChromemProviderConfig struct {
	// PersistPath for file persistence (optional).
	// If empty, vectors are stored in memory only.
	// Default: .hector/chromem
	PersistPath string `yaml:"persist_path,omitempty"`

	// Compress enables gzip compression for persistence.
	// Reduces file size but increases CPU usage.
	Compress bool `yaml:"compress,omitempty"`
}

type ChunkingConfig struct {
	// Strategy is the chunking strategy: "simple", "overlapping", "semantic".
	Strategy string `yaml:"strategy,omitempty"`

	// Size is the target chunk size in characters.
	Size int `yaml:"size,omitempty"`

	// Overlap is the overlap size (for overlapping strategy).
	Overlap int `yaml:"overlap,omitempty"`

	// MinSize is the minimum chunk size.
	MinSize int `yaml:"min_size,omitempty"`

	// MaxSize is the maximum chunk size.
	MaxSize int `yaml:"max_size,omitempty"`

	// PreserveWords avoids splitting mid-word.
	PreserveWords *bool `yaml:"preserve_words,omitempty"`
}

type Config struct {
	// Version of the config schema (e.g., "2").
	Version string `` /* 134-byte string literal not displayed */

	// Name of this configuration (for logging/display).
	Name string `yaml:"name,omitempty" json:"name,omitempty" jsonschema:"title=Project Name,description=Name of this configuration"`

	// Description of this configuration.
	Description string `` /* 127-byte string literal not displayed */

	// Databases defines available database connections.
	// These can be referenced by other components (e.g., server.tasks).
	Databases map[string]*DatabaseConfig `` /* 129-byte string literal not displayed */

	// VectorStores defines available vector database providers.
	// These can be referenced by memory, RAG, and document stores.
	VectorStores map[string]*VectorStoreConfig `` /* 146-byte string literal not displayed */

	// LLMs defines available LLM providers.
	LLMs map[string]*LLMConfig `yaml:"llms,omitempty" json:"llms,omitempty" jsonschema:"title=LLMs,description=LLM provider configurations"`

	// Embedders defines available embedding providers for semantic search.
	Embedders map[string]*EmbedderConfig `` /* 128-byte string literal not displayed */

	// Tools defines available tools.
	Tools map[string]*ToolConfig `yaml:"tools,omitempty" json:"tools,omitempty" jsonschema:"title=Tools,description=Tool configurations"`

	// Agents defines available agents.
	Agents map[string]*AgentConfig `yaml:"agents,omitempty" json:"agents,omitempty" jsonschema:"title=Agents,description=Agent configurations"`

	// DocumentStores defines available document stores for RAG.
	DocumentStores map[string]*DocumentStoreConfig `` /* 150-byte string literal not displayed */

	// Server configures the A2A server infrastructure (network, security).
	// Note: Server config CANNOT be modified via Studio API for security reasons.
	Server ServerConfig `` /* 140-byte string literal not displayed */

	// Storage configures data persistence (tasks, sessions, memory, etc.).
	// This section CAN be modified via Studio API.
	Storage StorageConfig `` /* 140-byte string literal not displayed */

	// Observability configures tracing and metrics.
	// This section CAN be modified via Studio API.
	Observability *observability.Config `` /* 140-byte string literal not displayed */

	// Logger configures logging behavior.
	Logger *LoggerConfig `yaml:"logger,omitempty" json:"logger,omitempty" jsonschema:"title=Logger Configuration,description=Logging behavior settings"`

	// RateLimiting configures rate limiting.
	RateLimiting *RateLimitConfig `` /* 134-byte string literal not displayed */

	// Guardrails defines named guardrail configurations.
	// Agents reference these by name via their "guardrails" field.
	Guardrails map[string]*GuardrailsConfig `` /* 128-byte string literal not displayed */

	// Defaults provides default values for agents.
	Defaults *DefaultsConfig `yaml:"defaults,omitempty" json:"defaults,omitempty" jsonschema:"title=Defaults,description=Default values for agents"`
}

type ContentGuardrailConfig struct {
	Enabled         bool     `yaml:"enabled" json:"enabled" jsonschema:"title=Enabled,default=false"`
	BlockedKeywords []string `` /* 150-byte string literal not displayed */
	BlockedPatterns []string `` /* 139-byte string literal not displayed */
	Action          string   `yaml:"action,omitempty" json:"action,omitempty" jsonschema:"title=Action,enum=allow,enum=block,enum=warn,default=block"`
	Severity        string   `` /* 137-byte string literal not displayed */
}

type ContextConfig struct {
	// Strategy determines how context window is managed.
	// Values:
	//   - "none": No filtering (include all history)
	//   - "buffer_window": Keep last N messages (simple, fast)
	//   - "token_window": Keep messages within token budget (accurate)
	//   - "summary_buffer": Summarize old messages when exceeding budget
	// Default: "none" (for backwards compatibility)
	Strategy string `` /* 206-byte string literal not displayed */

	// WindowSize is the number of messages to keep for buffer_window strategy.
	// Only used when Strategy="buffer_window".
	// Default: 20
	WindowSize int `` /* 175-byte string literal not displayed */

	// Budget is the token budget for token_window and summary_buffer strategies.
	// Only used when Strategy="token_window" or "summary_buffer".
	// Default: 8000
	Budget int `` /* 174-byte string literal not displayed */

	// Threshold is the percentage of budget that triggers summarization.
	// Only used when Strategy="summary_buffer".
	// When current tokens > budget * threshold, summarization occurs.
	// Default: 0.85 (85%)
	Threshold float64 `` /* 176-byte string literal not displayed */

	// Target is the percentage of budget to reduce to after summarization.
	// Only used when Strategy="summary_buffer".
	// Default: 0.7 (70%)
	Target float64 `` /* 171-byte string literal not displayed */

	// PreserveRecent is the minimum number of recent messages to always keep.
	// Only used when Strategy="token_window".
	// Default: 5
	PreserveRecent int `` /* 181-byte string literal not displayed */

	// SummarizerLLM references an LLM from the global llms config to use for summarization.
	// Only used when Strategy="summary_buffer".
	// If empty, uses the same LLM as the agent.
	// Example: "gpt-4o-mini" (for cheaper summarization)
	SummarizerLLM string `` /* 167-byte string literal not displayed */
}

type CredentialsConfig struct {
	// Type is the credential type: "bearer", "api_key", or "basic"
	Type string `yaml:"type,omitempty"`

	// Token is the bearer token (for type: bearer)
	Token string `yaml:"token,omitempty"`

	// APIKey is the API key (for type: api_key)
	APIKey string `yaml:"api_key,omitempty"`

	// APIKeyHeader is the header name for API key (default: X-API-Key)
	APIKeyHeader string `yaml:"api_key_header,omitempty"`

	// Username for basic auth (for type: basic)
	Username string `yaml:"username,omitempty"`

	// Password for basic auth (for type: basic)
	Password string `yaml:"password,omitempty"`
}

type DBPool struct {
	// contains filtered or unexported fields
}

type DatabaseConfig struct {
	// Driver specifies the database driver: "postgres", "mysql", or "sqlite"
	Driver string `` /* 156-byte string literal not displayed */

	// Host is the database server hostname (not required for SQLite).
	Host string `` /* 130-byte string literal not displayed */

	// Port is the database server port (not required for SQLite).
	Port int `` /* 126-byte string literal not displayed */

	// Database is the database name (or file path for SQLite).
	Database string `yaml:"database" json:"database" jsonschema:"title=Database,description=Database name (or file path for SQLite)"`

	// Username for database authentication (not required for SQLite).
	Username string `` /* 135-byte string literal not displayed */

	// Password for database authentication (not required for SQLite).
	Password string `` /* 135-byte string literal not displayed */

	// SSLMode for PostgreSQL connections.
	SSLMode string `` /* 127-byte string literal not displayed */

	// MaxConns is the maximum number of open connections.
	MaxConns int `` /* 151-byte string literal not displayed */

	// MaxIdle is the maximum number of idle connections.
	MaxIdle int `` /* 148-byte string literal not displayed */
}

type DefaultsConfig struct {
	// LLM is the default LLM reference for agents.
	LLM string `yaml:"llm,omitempty" json:"llm,omitempty" jsonschema:"title=Default LLM,description=Default LLM reference for agents"`
}

type DocumentSearchConfig struct {
	// TopK is the default number of results.
	TopK int `yaml:"top_k,omitempty"`

	// Threshold filters results below this score.
	Threshold float32 `yaml:"threshold,omitempty"`

	// EnableHyDE enables hypothetical document embeddings.
	EnableHyDE bool `yaml:"enable_hyde,omitempty"`

	// HyDELLM references an LLM for HyDE generation.
	HyDELLM string `yaml:"hyde_llm,omitempty"`

	// EnableRerank enables LLM-based reranking.
	EnableRerank bool `yaml:"enable_rerank,omitempty"`

	// RerankLLM references an LLM for reranking.
	RerankLLM string `yaml:"rerank_llm,omitempty"`

	// RerankMaxResults limits reranking candidates.
	RerankMaxResults int `yaml:"rerank_max_results,omitempty"`

	// EnableMultiQuery enables query expansion.
	EnableMultiQuery bool `yaml:"enable_multi_query,omitempty"`

	// MultiQueryLLM references an LLM for query expansion.
	MultiQueryLLM string `yaml:"multi_query_llm,omitempty"`

	// MultiQueryCount is the number of query variants.
	MultiQueryCount int `yaml:"multi_query_count,omitempty"`
}

type DocumentSourceConfig struct {
	// Type is the source type: "directory", "sql", "api", "collection".
	Type string `yaml:"type"`

	// Path is the directory path (for directory sources).
	Path string `yaml:"path,omitempty"`

	// Include patterns for files (for directory sources).
	Include []string `yaml:"include,omitempty"`

	// Exclude patterns for files (for directory sources).
	Exclude []string `yaml:"exclude,omitempty"`

	// MaxFileSize limits file size in bytes (for directory sources).
	MaxFileSize int64 `yaml:"max_file_size,omitempty"`

	// SQL configuration (for sql sources).
	SQL *SQLSourceConfig `yaml:"sql,omitempty"`

	// API configuration (for api sources).
	API *APISourceConfig `yaml:"api,omitempty"`

	// Collection name (for collection sources - references existing pre-populated collection).
	Collection string `yaml:"collection,omitempty"`
}

type DocumentStoreConfig struct {
	// Source configures where documents come from.
	Source *DocumentSourceConfig `yaml:"source"`

	// Chunking configures how documents are split.
	Chunking *ChunkingConfig `yaml:"chunking,omitempty"`

	// VectorStore references a vector store from vector_stores.
	VectorStore string `yaml:"vector_store,omitempty"`

	// Embedder references an embedder from embedders.
	Embedder string `yaml:"embedder,omitempty"`

	// Collection overrides the collection name.
	Collection string `yaml:"collection,omitempty"`

	// Watch enables file watching for automatic re-indexing.
	Watch bool `yaml:"watch,omitempty"`

	// IncrementalIndexing only re-indexes changed documents.
	IncrementalIndexing bool `yaml:"incremental_indexing,omitempty"`

	// Search configures search behavior for this store.
	Search *DocumentSearchConfig `yaml:"search,omitempty"`

	// Indexing configures indexing behavior (concurrency, retry).
	Indexing *IndexingConfig `yaml:"indexing,omitempty"`

	// MCPParsers configures MCP-based document parsing (e.g., Docling).
	// When configured, MCP tools are used to parse documents instead of native parsers.
	MCPParsers *MCPParserConfig `yaml:"mcp_parsers,omitempty"`
}

type Duration time.Duration

type EmbedderConfig struct {
	// Provider specifies the embedding service.
	// Values: "openai", "ollama", "cohere"
	Provider string `yaml:"provider,omitempty"`

	// Model is the embedding model name.
	// OpenAI: "text-embedding-3-small", "text-embedding-3-large"
	// Ollama: "nomic-embed-text", "all-minilm:l6-v2"
	// Cohere: "embed-english-v3.0", "embed-multilingual-v3.0", "embed-v4.0"
	Model string `yaml:"model,omitempty"`

	// APIKey for the embedding provider (OpenAI and Cohere require this).
	// Can use environment variable expansion: ${OPENAI_API_KEY}
	APIKey string `yaml:"api_key,omitempty"`

	// BaseURL for the API endpoint.
	// OpenAI default: https://api.openai.com/v1
	// Ollama default: http://localhost:11434
	// Cohere default: https://api.cohere.com
	BaseURL string `yaml:"base_url,omitempty"`

	// Dimension of the embedding vectors (auto-detected if 0).
	Dimension int `yaml:"dimension,omitempty"`

	// Timeout in seconds for API requests (default: 30).
	Timeout int `yaml:"timeout,omitempty"`

	// BatchSize for batch embedding requests (default: 100 for OpenAI/Ollama, 96 for Cohere).
	BatchSize int `yaml:"batch_size,omitempty"`

	// EncodingFormat for OpenAI API (optional).
	// Values: "float" (default), "base64"
	// Note: Currently only "float" is supported in response parsing.
	EncodingFormat string `yaml:"encoding_format,omitempty"`

	// User for OpenAI API (optional).
	// A unique identifier representing your end-user, which can help OpenAI monitor and detect abuse.
	User string `yaml:"user,omitempty"`

	// InputType for Cohere v3+ models (required).
	// Values: "search_document", "search_query", "classification", "clustering"
	// Default: "search_document"
	InputType string `yaml:"input_type,omitempty"`

	// OutputDimension for Cohere v4+ models (optional).
	// Values: 256, 512, 1024, 1536
	// If set, overrides model's default dimension.
	OutputDimension int `yaml:"output_dimension,omitempty"`

	// Truncate for Cohere API (optional).
	// Values: "NONE", "START", "END" (default: "END")
	Truncate string `yaml:"truncate,omitempty"`
}

type EnvVarInfo struct {
	Name     string
	Required bool
	Value    string // Current value (for checking if set)
}

type GeneratorResult struct {
	ConfigYAML []byte
	EnvVars    []EnvVarInfo
	ConfigPath string
	SkillUsed  bool
	CreatedNew bool
}

type GuardrailsConfig struct {
	// Enabled controls whether guardrails are active.
	Enabled bool `yaml:"enabled" json:"enabled" jsonschema:"title=Enabled,description=Whether guardrails are active,default=true"`

	// Input guardrail configurations.
	Input *InputGuardrailsConfig `` /* 136-byte string literal not displayed */

	// Output guardrail configurations.
	Output *OutputGuardrailsConfig `` /* 136-byte string literal not displayed */

	// Tool guardrail configurations.
	Tool *ToolGuardrailsConfig `yaml:"tool,omitempty" json:"tool,omitempty" jsonschema:"title=Tool Guardrails,description=Tool authorization settings"`
}

type IndexingConfig struct {
	// MaxConcurrent limits parallel document processing.
	// Default: runtime.NumCPU() (typically 4-16 workers)
	// Set to 1 for sequential indexing.
	//
	// Guidelines:
	//   - CPU-bound (local embedding): use NumCPU
	//   - IO-bound (API embedding): use 2x-4x NumCPU
	//   - Rate-limited APIs: use lower values (2-4)
	MaxConcurrent int `yaml:"max_concurrent,omitempty"`

	// Retry configures retry behavior for transient failures.
	Retry *RetryConfig `yaml:"retry,omitempty"`
}

type InjectionGuardrailConfig struct {
	Enabled       bool     `yaml:"enabled" json:"enabled" jsonschema:"title=Enabled,default=true"`
	Patterns      []string `` /* 134-byte string literal not displayed */
	CaseSensitive bool     `yaml:"case_sensitive,omitempty" json:"case_sensitive,omitempty" jsonschema:"title=Case Sensitive,default=false"`
	Action        string   `yaml:"action,omitempty" json:"action,omitempty" jsonschema:"title=Action,enum=allow,enum=block,enum=warn,default=block"`
	Severity      string   `` /* 137-byte string literal not displayed */
}

type InputGuardrailsConfig struct {
	// ChainMode for input guardrails: "fail_fast" or "collect_all".
	ChainMode string `` /* 181-byte string literal not displayed */

	// Length validation settings.
	Length *LengthGuardrailConfig `yaml:"length,omitempty" json:"length,omitempty" jsonschema:"title=Length Validation,description=Input length constraints"`

	// Injection detection settings.
	Injection *InjectionGuardrailConfig `` /* 132-byte string literal not displayed */

	// Sanitization settings.
	Sanitizer *SanitizerGuardrailConfig `` /* 136-byte string literal not displayed */

	// Pattern validation settings.
	Pattern *PatternGuardrailConfig `yaml:"pattern,omitempty" json:"pattern,omitempty" jsonschema:"title=Pattern Validation,description=Regex-based validation"`
}

type LLMConfig struct {
	// Provider type (anthropic, openai, gemini, ollama).
	Provider LLMProvider `` /* 173-byte string literal not displayed */

	// Model name (e.g., "claude-sonnet-4-20250514", "gpt-4o").
	Model string `yaml:"model,omitempty" json:"model,omitempty" jsonschema:"title=Model,description=Model identifier"`

	// APIKey for authentication. Supports ${VAR} expansion.
	APIKey string `` /* 132-byte string literal not displayed */

	// BaseURL overrides the default API endpoint.
	BaseURL string `yaml:"base_url,omitempty" json:"base_url,omitempty" jsonschema:"title=Base URL,description=Custom base URL for API endpoint"`

	// Temperature for generation (0.0 - 1.0).
	Temperature *float64 `` /* 153-byte string literal not displayed */

	// MaxTokens limits response length.
	MaxTokens int `` /* 147-byte string literal not displayed */

	// MaxToolOutputLength limits the length of tool outputs to prevent context overflow.
	// 0 means unlimited.
	MaxToolOutputLength int `` /* 222-byte string literal not displayed */

	// Thinking enables extended thinking (Claude).
	Thinking *ThinkingConfig `` /* 146-byte string literal not displayed */
}

type LLMProvider string

type LengthGuardrailConfig struct {
	Enabled   bool   `yaml:"enabled" json:"enabled" jsonschema:"title=Enabled,default=true"`
	MinLength int    `yaml:"min_length,omitempty" json:"min_length,omitempty" jsonschema:"title=Minimum Length,default=1"`
	MaxLength int    `yaml:"max_length,omitempty" json:"max_length,omitempty" jsonschema:"title=Maximum Length,default=100000"`
	Action    string `yaml:"action,omitempty" json:"action,omitempty" jsonschema:"title=Action,enum=allow,enum=block,enum=warn,default=block"`
	Severity  string `` /* 139-byte string literal not displayed */
}

type Loader struct {
	// contains filtered or unexported fields
}

type LoaderOption func(*Loader)

type LoggerConfig struct {
	// Level specifies the log level (debug, info, warn, error).
	// Default: info
	Level string `yaml:"level,omitempty"`

	// File specifies the log file path.
	// If empty, logs go to stderr.
	// Default: empty (stderr)
	File string `yaml:"file,omitempty"`

	// Format specifies the log format.
	// Values: "simple" (level + message), "verbose" (time + level + message), or custom.
	// Default: simple
	Format string `yaml:"format,omitempty"`
}

type MCPParserConfig struct {
	// ToolNames are the MCP tool names to try for parsing (in order).
	// Example: ["parse_document", "docling_parse", "convert_document"]
	ToolNames []string `yaml:"tool_names"`

	// Extensions limits which file types use MCP parsing.
	// Empty means all binary files.
	// Example: [".pdf", ".docx", ".pptx", ".xlsx"]
	Extensions []string `yaml:"extensions,omitempty"`

	// Priority sets the extractor priority (higher = preferred).
	// Default: 8 (higher than native parsers at 5)
	Priority *int `yaml:"priority,omitempty"`

	// PreferNative uses MCP only when native parsers fail.
	// Default: false
	PreferNative *bool `yaml:"prefer_native,omitempty"`

	// PathPrefix remaps local paths for containerized MCP services.
	// Example: "/docs" when mounting ./my-docs:/docs in Docker
	PathPrefix string `yaml:"path_prefix,omitempty"`
}

type MemoryConfig struct {
	// Backend specifies the index backend.
	// Values:
	//   - "keyword" (default): Simple word matching, no embedder needed
	//   - "vector": Semantic vector search using embeddings
	Backend string `yaml:"backend,omitempty"`

	// Embedder references an embedder from the top-level embedders config.
	// Required when backend="vector".
	Embedder string `yaml:"embedder,omitempty"`

	// VectorProvider configures the vector storage backend.
	// Only used when backend="vector".
	// If not specified, defaults to chromem (embedded).
	VectorProvider *VectorProviderConfig `yaml:"vector_provider,omitempty"`
}

type OutputGuardrailsConfig struct {
	// ChainMode for output guardrails: "fail_fast" or "collect_all".
	ChainMode string `` /* 135-byte string literal not displayed */

	// PII detection/redaction settings.
	PII *PIIGuardrailConfig `` /* 140-byte string literal not displayed */

	// Content filtering settings.
	Content *ContentGuardrailConfig `` /* 131-byte string literal not displayed */
}

type PIIGuardrailConfig struct {
	Enabled          bool   `yaml:"enabled" json:"enabled" jsonschema:"title=Enabled,default=true"`
	DetectEmail      bool   `yaml:"detect_email,omitempty" json:"detect_email,omitempty" jsonschema:"title=Detect Email,default=true"`
	DetectPhone      bool   `yaml:"detect_phone,omitempty" json:"detect_phone,omitempty" jsonschema:"title=Detect Phone,default=true"`
	DetectSSN        bool   `yaml:"detect_ssn,omitempty" json:"detect_ssn,omitempty" jsonschema:"title=Detect SSN,default=true"`
	DetectCreditCard bool   `yaml:"detect_credit_card,omitempty" json:"detect_credit_card,omitempty" jsonschema:"title=Detect Credit Card,default=true"`
	RedactMode       string `` /* 133-byte string literal not displayed */
	Action           string `` /* 132-byte string literal not displayed */
	Severity         string `` /* 137-byte string literal not displayed */
}

type PatternGuardrailConfig struct {
	Enabled       bool     `yaml:"enabled" json:"enabled" jsonschema:"title=Enabled,default=false"`
	AllowPatterns []string `` /* 140-byte string literal not displayed */
	BlockPatterns []string `` /* 144-byte string literal not displayed */
	Action        string   `yaml:"action,omitempty" json:"action,omitempty" jsonschema:"title=Action,enum=allow,enum=block,enum=warn,default=block"`
	Severity      string   `` /* 139-byte string literal not displayed */
}

type PromptConfig struct {
	// SystemPrompt is the full system prompt (overrides Instruction).
	SystemPrompt string `` /* 149-byte string literal not displayed */

	// Role defines the agent's role.
	Role string `yaml:"role,omitempty" json:"role,omitempty" jsonschema:"title=Role,description=Agent's role"`

	// Guidance provides additional instructions.
	Guidance string `yaml:"guidance,omitempty" json:"guidance,omitempty" jsonschema:"title=Guidance,description=Additional instructions"`
}

type RateLimitConfig struct {
	// Enabled controls whether rate limiting is active.
	Enabled *bool `yaml:"enabled,omitempty" json:"enabled,omitempty"`

	// Scope is the rate limiting scope ("session" or "user").
	Scope string `yaml:"scope,omitempty" json:"scope,omitempty"`

	// Backend is the storage backend ("memory" or "sql").
	Backend string `yaml:"backend,omitempty" json:"backend,omitempty"`

	// SQLDatabase is the reference to a SQL database from the databases section.
	// Required when backend is "sql".
	SQLDatabase string `yaml:"sql_database,omitempty" json:"sql_database,omitempty"`

	// Limits defines the rate limit rules.
	Limits []RateLimitRule `yaml:"limits,omitempty" json:"limits,omitempty"`
}

type RateLimitRule struct {
	// Type is the limit type ("token" or "count").
	Type string `yaml:"type" json:"type"`

	// Window is the time window ("minute", "hour", "day", "week", "month").
	Window string `yaml:"window" json:"window"`

	// Limit is the maximum allowed in the window.
	Limit int64 `yaml:"limit" json:"limit"`
}

type ReasoningConfig struct {
	// MaxIterations is a SAFETY limit, not the primary termination condition.
	// The loop terminates when semantic conditions are met (no tool calls, etc.)
	// This is only a fallback to prevent runaway loops.
	// Default: 100 (high enough to not interfere with normal operation)
	MaxIterations int `` /* 174-byte string literal not displayed */

	// EnableExitTool adds the exit_loop tool for explicit termination.
	// When true, the agent can call exit_loop to signal task completion.
	EnableExitTool *bool `` /* 173-byte string literal not displayed */

	// EnableEscalateTool adds the escalate tool for parent delegation.
	// When true, the agent can escalate to a higher-level agent.
	EnableEscalateTool *bool `` /* 181-byte string literal not displayed */

	// TerminationConditions lists which conditions terminate the loop.
	// Built-in conditions:
	//   - "no_tool_calls"      - model doesn't request tools (default)
	//   - "escalate"           - agent escalates to parent
	//   - "transfer"           - agent transfers to another agent
	//   - "skip_summarization" - explicit completion signal
	//   - "input_required"     - HITL pause
	// Custom conditions can be added programmatically.
	// Default: all built-in conditions enabled
	TerminationConditions []string `` /* 178-byte string literal not displayed */

	// CompletionInstruction is appended to help the model know when to stop.
	// If empty and EnableExitTool/EnableEscalateTool are set, a default
	// completion instruction is generated.
	CompletionInstruction string `` /* 186-byte string literal not displayed */
}

type RetryConfig struct {
	// MaxRetries is the maximum number of retry attempts.
	// Default: 3
	MaxRetries int `yaml:"max_retries,omitempty"`

	// BaseDelay is the initial delay between retries.
	// Each subsequent retry doubles this value.
	// Default: 1s
	BaseDelay Duration `yaml:"base_delay,omitempty"`

	// MaxDelay is the maximum delay between retries.
	// Default: 30s
	MaxDelay Duration `yaml:"max_delay,omitempty"`

	// Jitter adds randomness to delays to prevent thundering herd.
	// Value between 0.0 and 1.0.
	// Default: 0.1 (±10% variation)
	Jitter float64 `yaml:"jitter,omitempty"`
}

type SQLSourceConfig struct {
	// Database references a database from the databases config.
	Database string `yaml:"database"`

	// Tables defines which tables to index.
	Tables []SQLTableConfig `yaml:"tables"`
}

type SQLTableConfig struct {
	// Table is the table name.
	Table string `yaml:"table"`

	// Columns to concatenate for content.
	Columns []string `yaml:"columns"`

	// IDColumn is the primary key column.
	IDColumn string `yaml:"id_column"`

	// UpdatedColumn tracks document changes (e.g., updated_at).
	UpdatedColumn string `yaml:"updated_column,omitempty"`

	// WhereClause filters rows.
	WhereClause string `yaml:"where_clause,omitempty"`

	// MetadataColumns to include as metadata.
	MetadataColumns []string `yaml:"metadata_columns,omitempty"`
}

type SanitizerGuardrailConfig struct {
	Enabled          bool `yaml:"enabled" json:"enabled" jsonschema:"title=Enabled,default=true"`
	TrimWhitespace   bool `yaml:"trim_whitespace,omitempty" json:"trim_whitespace,omitempty" jsonschema:"title=Trim Whitespace,default=true"`
	NormalizeUnicode bool `yaml:"normalize_unicode,omitempty" json:"normalize_unicode,omitempty" jsonschema:"title=Normalize Unicode,default=false"`
	MaxLength        int  `` /* 131-byte string literal not displayed */
	StripHTML        bool `yaml:"strip_html,omitempty" json:"strip_html,omitempty" jsonschema:"title=Strip HTML,default=false"`
}

type ServerConfig struct {
	// Host to bind to.
	Host string `yaml:"host,omitempty"`

	// Port to listen on (HTTP/JSON-RPC).
	Port int `yaml:"port,omitempty"`

	// GRPCPort is the port for gRPC server (default: 50051).
	// Only used when Transport is "grpc".
	GRPCPort int `yaml:"grpc_port,omitempty"`

	// Transport protocol (json-rpc, grpc).
	Transport TransportType `yaml:"transport,omitempty"`

	// TLS configuration.
	TLS *TLSConfig `yaml:"tls,omitempty"`

	// CORS configuration.
	CORS *CORSConfig `yaml:"cors,omitempty"`

	// Auth configures JWT-based authentication.
	Auth *AuthConfig `yaml:"auth,omitempty"`

	// Studio configures studio mode for config editing.
	Studio *StudioConfig `yaml:"studio,omitempty"`
}

type SessionsConfig struct {
	// Backend specifies the storage backend: "inmemory" (default) or "sql".
	Backend StorageBackend `yaml:"backend,omitempty"`

	// Database is a reference to a database defined in the databases section.
	// Required when Backend is "sql".
	Database string `yaml:"database,omitempty"`
}

type SkillConfig struct {
	// ID is a unique identifier for the skill.
	ID string `yaml:"id,omitempty" json:"id,omitempty" jsonschema:"title=Skill ID,description=Unique identifier for the skill"`

	// Name is the display name.
	Name string `yaml:"name,omitempty" json:"name,omitempty" jsonschema:"title=Skill Name,description=Display name"`

	// Description explains what the skill does.
	Description string `` /* 127-byte string literal not displayed */

	// Tags for categorization.
	Tags []string `yaml:"tags,omitempty" json:"tags,omitempty" jsonschema:"title=Tags,description=Tags for categorization"`

	// Examples of prompts this skill handles.
	Examples []string `` /* 126-byte string literal not displayed */
}

type SkillFrontmatter struct {
	Name         string   `yaml:"name"`
	Description  string   `yaml:"description"`
	AllowedTools []string `yaml:"allowed-tools"`
}

type StorageBackend string

type StorageConfig struct {
	// Tasks configures the task store for A2A task persistence.
	Tasks *TasksConfig `yaml:"tasks,omitempty" json:"tasks,omitempty" jsonschema:"title=Tasks,description=Task store configuration"`

	// Sessions configures the session store for conversation persistence.
	Sessions *SessionsConfig `yaml:"sessions,omitempty" json:"sessions,omitempty" jsonschema:"title=Sessions,description=Session store configuration"`

	// Memory configures the memory service for cross-session knowledge.
	Memory *MemoryConfig `yaml:"memory,omitempty" json:"memory,omitempty" jsonschema:"title=Memory,description=Memory index configuration"`

	// Checkpoint configures execution state checkpointing and recovery.
	Checkpoint *CheckpointConfig `` /* 135-byte string literal not displayed */
}

type StructuredOutputConfig struct {
	// Schema is the JSON schema the response must conform to.
	// Uses standard JSON Schema format.
	//
	// Example:
	//   schema:
	//     type: object
	//     properties:
	//       name: { type: string }
	//       age: { type: integer }
	//     required: ["name"]
	Schema map[string]interface{} `` /* 126-byte string literal not displayed */

	// Strict enables strict schema validation.
	// When true, the LLM is constrained to only output valid schema conforming JSON.
	// Default: true
	Strict *bool `` /* 130-byte string literal not displayed */

	// Name is an optional name for the schema (used by some providers).
	// Default: "response"
	Name string `` /* 132-byte string literal not displayed */
}

type StudioConfig struct {
	// Enabled turns on studio mode endpoints (/api/config).
	// Default: false
	Enabled bool `yaml:"enabled,omitempty"`

	// AllowedRoles specifies which JWT roles can access studio endpoints.
	// If empty and auth is enabled, defaults to ["operator"].
	// If auth is disabled, this field is ignored.
	// Example: ["admin", "operator", "platform-engineer"]
	AllowedRoles []string `yaml:"allowed_roles,omitempty"`

	// ConfigPath is where configuration is saved.
	// If empty, uses the originally loaded config file path.
	ConfigPath string `yaml:"config_path,omitempty"`
}

type TLSConfig struct {
	// Enabled turns on TLS.
	Enabled *bool `yaml:"enabled,omitempty"`

	// CertFile is the path to the certificate.
	CertFile string `yaml:"cert_file,omitempty"`

	// KeyFile is the path to the private key.
	KeyFile string `yaml:"key_file,omitempty"`
}

type TasksConfig struct {
	// Backend specifies the storage backend: "inmemory" (default) or "sql".
	Backend StorageBackend `yaml:"backend,omitempty"`

	// Database is a reference to a database defined in the databases section.
	// Required when Backend is "sql".
	Database string `yaml:"database,omitempty"`
}

type ThinkingConfig struct {
	// Enabled turns on extended thinking.
	Enabled *bool `` /* 126-byte string literal not displayed */

	// BudgetTokens is the token budget for thinking.
	BudgetTokens int `` /* 155-byte string literal not displayed */
}

type ToolConfig struct {
	// Type of tool (mcp, function, command).
	Type ToolType `` /* 145-byte string literal not displayed */

	// Enabled controls whether the tool is active.
	Enabled *bool `` /* 128-byte string literal not displayed */

	// Description of the tool.
	Description string `yaml:"description,omitempty" json:"description,omitempty" jsonschema:"title=Description,description=What this tool does"`

	// MCP-specific configuration
	// URL is the MCP server URL (for type: mcp).
	URL string `yaml:"url,omitempty" json:"url,omitempty" jsonschema:"title=MCP URL,description=MCP server URL (for type=mcp)"`

	// Transport specifies the MCP transport (stdio, sse, streamable-http).
	Transport string `` /* 154-byte string literal not displayed */

	// Command for MCP stdio transport (not to be confused with CommandTool).
	Command string `` /* 139-byte string literal not displayed */

	// Args for MCP stdio transport.
	Args []string `yaml:"args,omitempty" json:"args,omitempty" jsonschema:"title=Args,description=Arguments for MCP stdio transport"`

	// Env for MCP stdio transport.
	Env map[string]string `` /* 140-byte string literal not displayed */

	// Filter limits which tools are exposed from an MCP server.
	Filter []string `` /* 131-byte string literal not displayed */

	// Function-specific configuration
	// Handler is the function name (for type: function).
	Handler string `yaml:"handler,omitempty" json:"handler,omitempty" jsonschema:"title=Handler,description=Function name (for type=function)"`

	// Parameters schema (for type: function).
	Parameters map[string]any `` /* 135-byte string literal not displayed */

	// Command tool configuration (for type: command)
	// AllowedCommands is a whitelist of allowed base commands.
	AllowedCommands []string `` /* 150-byte string literal not displayed */

	// DeniedCommands is a blacklist of denied base commands.
	DeniedCommands []string `` /* 146-byte string literal not displayed */

	// WorkingDirectory for command execution.
	WorkingDirectory string `` /* 158-byte string literal not displayed */

	// MaxExecutionTime limits command execution duration.
	MaxExecutionTime string `` /* 156-byte string literal not displayed */

	// DenyByDefault requires explicit allowed_commands whitelist.
	DenyByDefault *bool `` /* 170-byte string literal not displayed */

	// HITL (Human-in-the-Loop) settings
	// RequireApproval requires user approval before execution.
	RequireApproval *bool `` /* 179-byte string literal not displayed */

	// ApprovalPrompt is the message shown when requesting approval.
	ApprovalPrompt string `` /* 151-byte string literal not displayed */
}

type ToolGuardrailsConfig struct {
	// ChainMode for tool guardrails: "fail_fast" or "collect_all".
	ChainMode string `` /* 135-byte string literal not displayed */

	// Authorization settings.
	Authorization *AuthorizationGuardrailConfig `` /* 145-byte string literal not displayed */
}

type ToolType string

type TransportType string

type TriggerConfig struct {
	// Type of trigger (schedule).
	Type TriggerType `yaml:"type" json:"type" jsonschema:"title=Trigger Type,description=Type of trigger,enum=schedule"`

	// Enabled controls whether the trigger is active.
	Enabled *bool `` /* 131-byte string literal not displayed */

	// Cron expression for schedule triggers.
	// Uses standard cron format: minute hour day-of-month month day-of-week
	// Example: "0 9 * * *" for daily at 9am
	Cron string `` /* 140-byte string literal not displayed */

	// Timezone for schedule interpretation.
	// Default: UTC
	Timezone string `` /* 130-byte string literal not displayed */

	// Input is the static input to pass to the agent when triggered.
	// Should be valid JSON that will be parsed into the message content.
	Input string `yaml:"input,omitempty" json:"input,omitempty" jsonschema:"title=Input,description=Static JSON input for triggered runs"`
}

type TriggerType string

type VectorProviderConfig struct {
	// Type identifies which provider to use.
	// Values: "chromem" (default, embedded), "qdrant", "chroma", "pinecone", "milvus", "weaviate"
	Type string `yaml:"type,omitempty"`

	// Chromem configuration (used when Type="chromem").
	Chromem *ChromemProviderConfig `yaml:"chromem,omitempty"`
}

type VectorStoreConfig struct {
	// Type is the vector store type: "chromem", "qdrant", "pinecone", "weaviate", "milvus".
	Type string `yaml:"type"`

	// Host for external vector stores (qdrant, weaviate, milvus).
	Host string `yaml:"host,omitempty"`

	// Port for external vector stores.
	Port int `yaml:"port,omitempty"`

	// APIKey for authenticated access.
	APIKey string `yaml:"api_key,omitempty"`

	// EnableTLS enables TLS connections.
	EnableTLS *bool `yaml:"enable_tls,omitempty"`

	// PersistPath for chromem file persistence.
	PersistPath string `yaml:"persist_path,omitempty"`

	// Compress enables gzip compression for chromem persistence.
	Compress bool `yaml:"compress,omitempty"`

	// Collection is the default collection name (optional).
	Collection string `yaml:"collection,omitempty"`

	// IndexName for Pinecone.
	IndexName string `yaml:"index_name,omitempty"`

	// Environment for Pinecone.
	Environment string `yaml:"environment,omitempty"`
}