/**
 * Note lifecycle hooks — background AI enrichment triggered after save.
 *
 * Runs non-blocking (fire-and-forget) so note save is never delayed.
 * Gated behind feature flags.
 */

import { isFeatureEnabled } from './feature-flags.js';
import { embedText, stripHtmlForEmbedding } from './embeddings.js';
import { llm } from './llm.js';
import { trackEvent } from './telemetry.js';
import type { NoteDoc } from '../modules/notes/types.js';
import { getCollection } from './datastore.js';
import { onNoteSavedToPalace } from '../modules/palace/palace-hooks.js';
import type { FastifyBaseLogger } from 'fastify';

const MIN_WORDS_FOR_SUMMARY = 300;

/**
 * Run after a note is created or updated.
 * Triggers background embedding + auto-summarize if enabled.
 */
export function runPostSaveHooks(
  note: NoteDoc,
  log: FastifyBaseLogger,
  workspaceName?: string,
): void {
  // Fire-and-forget — errors are logged, never thrown
  void backgroundEmbed(note, log);
  void backgroundAutoSummarize(note, log);
  void onNoteSavedToPalace(note, workspaceName ?? 'Untitled', log);
}

/**
 * Compute and store embedding vector for the note.
 */
async function backgroundEmbed(
  note: NoteDoc,
  log: FastifyBaseLogger,
): Promise<void> {
  if (!isFeatureEnabled('notelett_auto_embed_enabled')) return;

  try {
    const plainText = stripHtmlForEmbedding(note.body ?? '');
    if (plainText.length < 20) return; // Too short to embed meaningfully

    const embedding = await embedText(plainText);
    if (!embedding) return;

    // Update the note document with the embedding (don't overwrite other fields)
    const col = getCollection<NoteDoc>('notes', '/workspaceId');
    const existing = await col.findById(note.id, note.workspaceId);
    if (!existing) return;

    await col.upsert({ ...existing, embedding });
    log.debug({ noteId: note.id }, 'note embedding computed');
  } catch (err) {
    log.warn({ noteId: note.id, err }, 'background embed failed');
  }
}

/**
 * Auto-generate a summary artifact for long notes.
 */
async function backgroundAutoSummarize(
  note: NoteDoc,
  log: FastifyBaseLogger,
): Promise<void> {
  if (!isFeatureEnabled('notelett_auto_summarize_enabled')) return;

  try {
    const plainText = stripHtmlForEmbedding(note.body ?? '');
    const wordCount = plainText.split(/\s+/).filter(Boolean).length;
    if (wordCount < MIN_WORDS_FOR_SUMMARY) return;

    // Skip if already has a summary
    if (note.summaryArtifactId) return;

    const provider = llm();
    const result = await provider.chatCompletion({
      messages: [
        { role: 'system', content: 'Create a concise summary (2-4 sentences) of the following note. Return only the summary.' },
        { role: 'user', content: plainText.slice(0, 8000) },
      ],
      temperature: 0.3,
      maxTokens: 512,
    });

    const summary = result.content.trim();
    if (!summary) return;

    // Store as artifact
    const { createNoteArtifact } = await import('../modules/note-artifacts/repository.js');
    const now = new Date().toISOString();
    const artifact = await createNoteArtifact({
      id: `summary-${note.id}-${Date.now()}`,
      productId: note.productId,
      workspaceId: note.workspaceId,
      userId: note.userId,
      noteId: note.id,
      artifactType: 'summary',
      title: `Auto-summary of ${note.title}`,
      description: summary,
      createdAt: now,
      updatedAt: now,
      createdBy: 'system',
      updatedBy: 'system',
    });

    // Link artifact back to note
    const col = getCollection<NoteDoc>('notes', '/workspaceId');
    const existing = await col.findById(note.id, note.workspaceId);
    if (existing) {
      await col.upsert({ ...existing, summaryArtifactId: artifact.id });
    }

    // Record agent action
    const { createNoteAgentAction } = await import('../modules/note-agent-actions/repository.js');
    await createNoteAgentAction({
      id: `auto-summary-${note.id}-${Date.now()}`,
      productId: note.productId,
      workspaceId: note.workspaceId,
      userId: note.userId,
      noteId: note.id,
      actorId: 'system',
      actorType: 'agent',
      toolName: 'auto_summarize',
      actionType: 'auto_enrich',
      state: 'applied',
      reason: `Auto-generated summary for note with ${wordCount} words`,
      afterSummary: summary.slice(0, 200),
      createdAt: now,
      updatedAt: now,
      createdBy: 'system',
      updatedBy: 'system',
    });

    trackEvent('auto_summarize_triggered', note.userId, { wordCount: String(wordCount), noteId: note.id });
    log.info({ noteId: note.id, artifactId: artifact.id }, 'auto-summary generated');
  } catch (err) {
    log.warn({ noteId: note.id, err }, 'background auto-summarize failed');
  }
}