'vamos a hacer una recarga' no era detectado por Gemini (thinkingBudget=0
+ frases coloquiales). Agrega detectarPorKeywords() con regex para las 6
acciones principales. Gemini queda como fallback para casos ambiguos.
También elimina asesor.solicitar del prompt de GeminiIntentService.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Con thinkingBudget=0 el modelo no consume tokens en razonamiento interno,
evitando que el JSON de respuesta quede truncado (bug: '{"banco":"Nu",...').
maxOutputTokens 2048→8192 en Vision, 1024→2048 en Intent.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
gemini-3.5-flash uses thinking tokens that share the same budget as output
tokens. With maxOutputTokens=200 (vision) or 100 (intent), the model would
exhaust the budget on thinking (~288-1043 tokens) and truncate the actual
response to 8-11 tokens, producing garbage output like "040825".
Fix: 2048 for vision (needs full JSON), 1024 for intent, 512 for connection test.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
gemini-2.5-flash and gemini-2.0-flash-lite are restricted/unavailable.
gemini-3.5-flash is confirmed working on this account.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The API returned: Unknown name "thinkingConfig": Cannot find field.
gemini-2.5-flash works with a plain generateContent request, no special config needed.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- GeminiIntentService/VisionService: auto-select v1 for 2.5+ models, v1beta for older
- probarGemini: tries v1 then v1beta, shows actual API error message, filters model
list to only those supporting generateContent so the user sees usable options
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
thinkingConfig must be a top-level key in the request, NOT nested inside
generationConfig. This is required for gemini-2.5-flash and newer models.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
gemini-2.5-flash and newer require thinkingBudget:0 to disable thinking
mode, otherwise the API rejects the request or returns unexpected format.
Regex matches gemini-2.5-* and gemini-3.x-* automatically.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- gemini_model is now a saved config field (default: gemini-2.0-flash)
- Config panel shows a text input to set the model name
- probarGemini() reads the configured model and on error calls ListModels
to show exactly which model names are available for the account's API key
- GeminiIntentService and GeminiVisionService build the URL from config at runtime
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
gemini-1.5-flash was removed from the v1beta API. Updated all three
references (GeminiIntentService, GeminiVisionService, config test).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Migration + AiUsageLog model with tokens, duration, time, cost fields
- GeminiIntentService and GeminiVisionService log every API call
with input/output token counts from usageMetadata and response time
- TelegramBotService logs Whisper calls with audio duration (from Telegram)
and calculates cost at $1/second
- Whisper voice duration now passed from TelegramWebhookController
- Free text in Telegram now tries Gemini intent detection before showing menu
- /chat/ia-logs: Livewire component with summary cards + filterable table
- Whisper connection test button in config panel
- "Logs IA" link added to Chat/Bot nav section
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Add detectarIntencionKeyword() with regex patterns in Colombian Spanish
that runs before Gemini (instant, no API cost)
- Gemini is now only called for ambiguous text
- Improve Gemini prompt with real examples and informal Spanish
- Replace generic "no entendí" with actionable buttons
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Chat público en /chat con flujos de compra, recarga y credenciales
- Verificación de identidad por código OTP enviado al correo registrado
- Botones enriquecidos: cards, links, credenciales, validación de comprobante
- Gemini IA para detección de intención en texto libre
- Gemini Vision para extraer datos de foto de comprobante
- Validador de pagos cruzando IA con correos IMAP (Bancolombia)
- MercadoPago como pasarela de pago (reemplaza Wompi en el chat)
- Migraciones: payload en chat_messages, user_id en chat_contacts
- Config admin: API key Gemini, toggles IA y validación de foto
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
