import { Input } from '@/components/base/input/input';
import { Select } from '@/components/base/select/select';
import { TextArea } from '@/components/base/textarea/textarea';

// AI assistant form — mirrors AiConfig in
// helix-engage-server/src/config/ai.defaults.ts. API keys stay in env vars
// (true secrets, rotated at the infra level); everything the admin can safely
// adjust lives here: provider choice, model, temperature, and an optional
// system-prompt addendum appended to the hospital-specific prompts that the
// WidgetChatService generates.

export type AiProvider = 'openai' | 'anthropic';

export type AiFormValues = {
    provider: AiProvider;
    model: string;
    temperature: string;
    systemPromptAddendum: string;
};

export const emptyAiFormValues = (): AiFormValues => ({
    provider: 'openai',
    model: 'gpt-4o-mini',
    temperature: '0.7',
    systemPromptAddendum: '',
});

const PROVIDER_ITEMS = [
    { id: 'openai', label: 'OpenAI' },
    { id: 'anthropic', label: 'Anthropic' },
];

// Recommended model presets per provider. Admin can still type any model
// string they want — these are suggestions, not the only options.
export const MODEL_SUGGESTIONS: Record<AiProvider, string[]> = {
    openai: ['gpt-4o-mini', 'gpt-4o', 'gpt-4-turbo', 'gpt-3.5-turbo'],
    anthropic: ['claude-3-5-sonnet-latest', 'claude-3-5-haiku-latest', 'claude-3-opus-latest'],
};

type AiFormProps = {
    value: AiFormValues;
    onChange: (value: AiFormValues) => void;
};

export const AiForm = ({ value, onChange }: AiFormProps) => {
    const patch = (updates: Partial<AiFormValues>) => onChange({ ...value, ...updates });

    const suggestions = MODEL_SUGGESTIONS[value.provider];

    return (
        <div className="flex flex-col gap-6">
            <section className="flex flex-col gap-4">
                <div>
                    <h3 className="text-sm font-semibold text-primary">Provider & model</h3>
                    <p className="mt-1 text-xs text-tertiary">
                        Choose the AI vendor powering the website widget chat and call-summary features.
                        Changing providers takes effect immediately.
                    </p>
                </div>

                <Select
                    label="Provider"
                    placeholder="Select provider"
                    items={PROVIDER_ITEMS}
                    selectedKey={value.provider}
                    onSelectionChange={(key) => {
                        const next = key as AiProvider;
                        // When switching providers, also reset the model to the first
                        // suggested model for that provider — saves the admin a second
                        // edit step and avoids leaving an OpenAI model selected while
                        // provider=anthropic.
                        patch({
                            provider: next,
                            model: MODEL_SUGGESTIONS[next][0],
                        });
                    }}
                >
                    {(item) => <Select.Item id={item.id} label={item.label} />}
                </Select>

                <div>
                    <Input
                        label="Model"
                        placeholder="Model identifier"
                        value={value.model}
                        onChange={(v) => patch({ model: v })}
                    />
                    <div className="mt-2 flex flex-wrap gap-1.5">
                        {suggestions.map((model) => (
                            <button
                                key={model}
                                type="button"
                                onClick={() => patch({ model })}
                                className={`rounded-md border px-2 py-1 text-xs transition duration-100 ease-linear ${
                                    value.model === model
                                        ? 'border-brand bg-brand-secondary text-brand-secondary'
                                        : 'border-secondary bg-primary text-tertiary hover:bg-secondary'
                                }`}
                            >
                                {model}
                            </button>
                        ))}
                    </div>
                </div>

                <Input
                    label="Temperature"
                    type="number"
                    placeholder="0.7"
                    hint="0 = deterministic, 1 = balanced, 2 = very creative"
                    value={value.temperature}
                    onChange={(v) => patch({ temperature: v })}
                />
            </section>

            <section className="flex flex-col gap-4">
                <div>
                    <h3 className="text-sm font-semibold text-primary">System prompt addendum</h3>
                    <p className="mt-1 text-xs text-tertiary">
                        Optional — gets appended to the hospital-specific prompts the widget generates
                        automatically from your doctors and clinics. Use this to add tone guidelines,
                        escalation rules, or topics the assistant should avoid. Leave blank for the default
                        behaviour.
                    </p>
                </div>
                <TextArea
                    label="Additional instructions"
                    placeholder="e.g. Always respond in the patient's language. Never quote specific medication dosages; refer them to a doctor for prescriptions."
                    value={value.systemPromptAddendum}
                    onChange={(v) => patch({ systemPromptAddendum: v })}
                    rows={6}
                />
            </section>
        </div>
    );
};