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import React, { useState, useEffect } from "react";
import {
Dialog,
DialogContent,
DialogDescription,
DialogHeader,
DialogTitle,
} from "@/components/ui/dialog";
import { Button } from "@/components/ui/button";
import { Card, CardContent } from "@/components/ui/card";
import { Badge } from "@/components/ui/badge";
import { Brain, Zap, Star, Cpu, FlaskConical } from "lucide-react";
import { api } from "@/lib/api";
export type MethodType = "production" | string; // Allow for baseline method names
interface MethodOption {
id: string;
name: string;
description: string;
method_type: "production" | "baseline";
schema_type: "reference_based" | "direct_based";
supported_features: string[];
processing_type: "async_crew" | "direct_call";
recommended?: boolean;
}
interface MethodSelectionModalProps {
open: boolean;
onOpenChange: (open: boolean) => void;
onConfirm: (methodName: string) => void;
onBack: () => void;
isLoading?: boolean;
selectedSplitter: string;
}
export function MethodSelectionModal({
open,
onOpenChange,
onConfirm,
onBack,
isLoading = false,
selectedSplitter,
}: MethodSelectionModalProps) {
const [selectedMethod, setSelectedMethod] = useState<string>("openai_structured");
const [methods, setMethods] = useState<MethodOption[]>([]);
const [loadingMethods, setLoadingMethods] = useState(false);
// Fetch available methods when modal opens
useEffect(() => {
if (open) {
fetchMethods();
}
}, [open]);
const fetchMethods = async () => {
setLoadingMethods(true);
try {
const response = await api.methods.getAvailable();
const methodList = Object.entries(response.methods).map(
([id, method]: [string, any]) => ({
id,
...method,
recommended: id === "openai_structured",
})
);
// HuggingFace UI: hide all baseline methods from selection
const productionOnly = methodList.filter(
(m: any) => m.method_type === "production"
);
setMethods(productionOnly);
} catch (error) {
console.error("Failed to fetch methods:", error);
// Fallback to default method
setMethods([
{
id: "openai_structured",
name: "OpenAI Structured Outputs",
description:
"Simple OpenAI structured outputs extractor using Pydantic models",
method_type: "production",
schema_type: "reference_based",
supported_features: ["structured_outputs", "direct_extraction"],
processing_type: "direct_call",
recommended: true,
},
]);
} finally {
setLoadingMethods(false);
}
};
const handleConfirm = () => {
const finalMethodName = selectedMethod || "openai_structured";
console.log("MethodSelectionModal: selectedMethod state:", selectedMethod);
console.log("MethodSelectionModal: finalMethodName:", finalMethodName);
console.log(
"MethodSelectionModal: About to call onConfirm with:",
finalMethodName
);
onConfirm(finalMethodName);
};
const getMethodIcon = (method: MethodOption) => {
if (method.method_type === "production") {
return Brain;
}
if (method.supported_features.includes("clustering")) {
return Cpu;
}
if (method.supported_features.includes("llm")) {
return Zap;
}
return FlaskConical;
};
const getSplitterDisplayName = (splitterType: string) => {
switch (splitterType) {
case "agent_semantic":
return "Agent Semantic Splitter";
case "json":
return "JSON Splitter";
case "prompt_interaction":
return "Prompt Interaction Splitter";
default:
return splitterType;
}
};
if (loadingMethods) {
return (
<Dialog open={open} onOpenChange={onOpenChange}>
<DialogContent className="sm:max-w-2xl">
<div className="flex items-center justify-center p-8">
<div className="w-6 h-6 border-2 border-primary border-t-transparent rounded-full animate-spin mr-3" />
Loading extraction methods...
</div>
</DialogContent>
</Dialog>
);
}
// Group methods by type
const productionMethods = methods.filter(
(m) => m.method_type === "production"
);
// Ensure display order: recommended (openai_structured) first
const sortedProductionMethods = [...productionMethods].sort((a, b) => {
if (!!a.recommended === !!b.recommended) return 0;
return a.recommended ? -1 : 1;
});
// Hide baseline methods in the HuggingFace version
const baselineMethods: MethodOption[] = [];
return (
<Dialog open={open} onOpenChange={onOpenChange}>
<DialogContent className="sm:max-w-3xl max-h-[90vh] overflow-y-auto">
<DialogHeader>
<DialogTitle className="flex items-center gap-2">
<Zap className="h-5 w-5" />
Select Extraction Method
</DialogTitle>
<DialogDescription>
Choose the extraction method for knowledge graph generation:
</DialogDescription>
</DialogHeader>
<div className="space-y-6 py-4">
{/* Production Methods */}
{productionMethods.length > 0 && (
<div>
<h3 className="font-semibold text-sm text-muted-foreground mb-3 uppercase tracking-wide">
Production Methods
</h3>
<div className="space-y-3">
{sortedProductionMethods.map((method) => {
const Icon = getMethodIcon(method);
const isSelected = selectedMethod === method.id;
return (
<Card
key={method.id}
className={`cursor-pointer transition-all duration-200 hover:shadow-md ${
isSelected
? "ring-2 ring-primary border-primary bg-primary/5"
: "border-border hover:border-primary/50"
}`}
onClick={() => {
console.log(
"MethodSelectionModal: Clicking baseline method:",
method.id,
method.name
);
setSelectedMethod(method.id);
}}
>
<CardContent className="p-4">
<div className="flex items-start gap-4">
<div
className={`p-3 rounded-full ${
isSelected
? "bg-primary text-primary-foreground"
: "bg-muted text-muted-foreground"
}`}
>
<Icon className="h-5 w-5" />
</div>
<div className="flex-1 space-y-2">
<div className="flex items-center justify-between">
<h4 className="font-semibold">{method.name}</h4>
{method.recommended && (
<Badge className="bg-amber-100 text-amber-800 border-amber-200">
<Star className="h-3 w-3 mr-1" />
Recommended
</Badge>
)}
</div>
<p className="text-sm text-muted-foreground leading-relaxed">
{method.description}
</p>
<div className="flex flex-wrap gap-2">
{method.supported_features.map((feature) => (
<Badge
key={feature}
variant="secondary"
className="text-xs"
>
{feature.replace(/_/g, " ")}
</Badge>
))}
</div>
</div>
</div>
</CardContent>
</Card>
);
})}
</div>
</div>
)}
{/* Baseline Methods */}
{baselineMethods.length > 0 && (
<div>
<h3 className="font-semibold text-sm text-muted-foreground mb-3 uppercase tracking-wide">
Baseline Methods (For Comparison)
</h3>
<div className="space-y-3 max-h-80 overflow-y-auto">
{baselineMethods.map((method) => {
const Icon = getMethodIcon(method);
const isSelected = selectedMethod === method.id;
return (
<Card
key={method.id}
className={`cursor-pointer transition-all duration-200 hover:shadow-md ${
isSelected
? "ring-2 ring-primary border-primary bg-primary/5"
: "border-border hover:border-primary/50"
}`}
onClick={() => {
console.log(
"MethodSelectionModal: Clicking method:",
method.id,
method.name
);
setSelectedMethod(method.id);
}}
>
<CardContent className="p-3">
<div className="flex items-center gap-3">
<div
className={`p-2 rounded-full ${
isSelected
? "bg-primary text-primary-foreground"
: "bg-muted text-muted-foreground"
}`}
>
<Icon className="h-4 w-4" />
</div>
<div className="flex-1 min-w-0">
<h4 className="font-medium text-sm">
{method.name}
</h4>
<p className="text-xs text-muted-foreground truncate">
{method.description}
</p>
</div>
<div className="flex gap-1">
{method.supported_features
.slice(0, 2)
.map((feature) => (
<Badge
key={feature}
variant="outline"
className="text-xs"
>
{feature.replace(/_/g, " ")}
</Badge>
))}
</div>
</div>
</CardContent>
</Card>
);
})}
</div>
</div>
)}
</div>
<div className="flex justify-between gap-3 pt-4 border-t">
<Button variant="outline" onClick={onBack} disabled={isLoading}>
Back
</Button>
<div className="flex gap-2">
<Button
variant="outline"
onClick={() => onOpenChange(false)}
disabled={isLoading}
>
Cancel
</Button>
<Button onClick={handleConfirm} disabled={isLoading}>
{isLoading ? (
<>
<div className="w-4 h-4 border-2 border-primary border-t-transparent rounded-full animate-spin mr-2" />
Generating...
</>
) : (
<>
<Brain className="h-4 w-4 mr-2" />
Generate Agent Graph
</>
)}
</Button>
</div>
</div>
</DialogContent>
</Dialog>
);
}
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