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debug: add diagnostic logging for label suggestion flow
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Log key points in /api/ai/tags and ContextualAutoTagService to trace
where label suggestions fail: notebook lookup, AI raw response,
JSON parsing, filtered results.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
This commit is contained in:
sepehr
2026-04-27 00:18:20 +02:00
parent 6ff8088cc2
commit 295bc29786
2 changed files with 15 additions and 4 deletions
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16
memento-note/lib/ai/services/contextual-auto-tag.service.ts
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@@ -50,12 +50,16 @@ export class ContextualAutoTagService {
})
if (!notebook) {
console.log('[ContextualAutoTag] notebook not found for id:', notebookId)
return []
}
console.log('[ContextualAutoTag] notebook:', notebook.name, 'labels:', notebook.labels.map((l: any) => l.name))
// CASE 1: Notebook has existing labels → suggest from them (IA2)
if (notebook.labels.length > 0) {
const existing = await this.suggestFromExistingLabels(noteContent, notebook, language)
console.log('[ContextualAutoTag] existing label suggestions:', existing.length)
if (existing.length > 0) return existing
// Fallback: no existing label matched → suggest new ones too
}
@@ -83,6 +87,7 @@ export class ContextualAutoTagService {
// Use generateText with JSON response
const response = await provider.generateText(prompt)
console.log('[ContextualAutoTag] AI raw response (existing):', response?.substring(0, 300))
// Improved JSON parsing with multiple fallback strategies
let parsed: any
@@ -111,7 +116,7 @@ export class ContextualAutoTagService {
cleanedJson = cleanedJson.replace(/([{,]\s*)([a-zA-Z_][a-zA-Z0-9_]*)\s*:/g, '$1"$2":')
parsed = JSON.parse(cleanedJson)
} else {
console.error('❌ Could not extract JSON from response')
console.error('[ContextualAutoTag] Could not extract JSON from response')
return []
}
}
@@ -124,7 +129,7 @@ export class ContextualAutoTagService {
} else if (Array.isArray(parsed)) {
suggestionsArray = parsed
} else {
console.error('❌ Invalid response structure:', parsed)
console.error('[ContextualAutoTag] Invalid response structure:', parsed)
return []
}
@@ -146,6 +151,7 @@ export class ContextualAutoTagService {
.sort((a: any, b: any) => b.confidence - a.confidence)
.slice(0, 5)
console.log('[ContextualAutoTag] filtered existing suggestions:', suggestions.length, suggestions.map((s: any) => `${s.label}(${s.confidence})`))
return suggestions as LabelSuggestion[]
} catch (error) {
console.error('Failed to suggest labels:', error)
@@ -170,6 +176,7 @@ export class ContextualAutoTagService {
// Use generateText with JSON response
const response = await provider.generateText(prompt)
console.log('[ContextualAutoTag] AI raw response (new):', response?.substring(0, 300))
// Improved JSON parsing with multiple fallback strategies
let parsed: any
@@ -198,7 +205,7 @@ export class ContextualAutoTagService {
cleanedJson = cleanedJson.replace(/([{,]\s*)([a-zA-Z_][a-zA-Z0-9_]*)\s*:/g, '$1"$2":')
parsed = JSON.parse(cleanedJson)
} else {
console.error('❌ Could not extract JSON from response')
console.error('[ContextualAutoTag] Could not extract JSON from new-labels response')
return []
}
}
@@ -211,7 +218,7 @@ export class ContextualAutoTagService {
} else if (Array.isArray(parsed)) {
suggestionsArray = parsed
} else {
console.error('❌ Invalid response structure:', parsed)
console.error('[ContextualAutoTag] Invalid new-labels response structure:', parsed)
return []
}
@@ -229,6 +236,7 @@ export class ContextualAutoTagService {
.sort((a: any, b: any) => b.confidence - a.confidence)
.slice(0, 5)
console.log('[ContextualAutoTag] new label suggestions:', suggestions.length, suggestions.map((s: any) => `${s.label}(${s.confidence})`))
return suggestions as LabelSuggestion[]
} catch (error) {
console.error('❌ Failed to suggest new labels:', error)