package agent

import (
	"context"

	"eino-test/internal/rag"
	"eino-test/internal/tools"

	"github.com/cloudwego/eino/adk"
	"github.com/cloudwego/eino/components/model"
	"github.com/cloudwego/eino/components/tool"
	"github.com/cloudwego/eino/compose"
)

func NewOrganizerAgent(ctx context.Context, chatModel model.ToolCallingChatModel, pipeline *rag.RAGPipeline) adk.Agent {
	agent, _ := adk.NewChatModelAgent(ctx, &adk.ChatModelAgentConfig{
		Name:        "OrganizerAgent",
		Description: "Organizes notes with tags and discovers relationships between notes. Use for categorization and knowledge graph operations.",
		Instruction: `You are a knowledge organization expert. Your job is to help users categorize their notes and discover hidden connections.

Use suggest_tags when the user wants to categorize or label a note.
Use find_related when the user wants to discover notes related to a specific topic or note.

Help users build a well-organized knowledge base with meaningful connections.`,
		Model: chatModel,
		ToolsConfig: adk.ToolsConfig{
			ToolsNodeConfig: compose.ToolsNodeConfig{
				Tools: []tool.BaseTool{
					tools.NewSuggestTagsTool(pipeline, chatModel),
					tools.NewFindRelatedTool(pipeline),
				},
			},
		},
		MaxIterations: 8,
	})
	return agent
}