Technology

AI models in Vio

Vio is not tied to a single vendor. Each task has its own model, with fallbacks configured on the routes that support them.

A request goes to the task's primary model. If the provider is unavailable, returns an error or times out, the gateway retries on the next model by priority - usually without you noticing.

Different tasks need different things. Parsing a phrase into a date and attendees is precise work that benefits from reasoning, so a model with thinking enabled sits there. A live conversation matters more when it is fast, so the primary model in chat is a fast one.

Text and reasoning

DeepSeek V4 Pro runs in thinking mode: it is used where parsing accuracy matters more than response speed.

TaskPrimary modelFallback / options
AI chatGemini 3.6 FlashGPT-5.6 TerraDeepSeek V4 FlashDeepSeek V4 ProGPT-5.6 Luna
Answers from your material (RAG)DeepSeek V4 ProGemini 3.6 FlashGPT-5.6 TerraDeepSeek V4 FlashGPT-5.6 Luna
Note summarisationDeepSeek V4 ProGemini 3.5 Flash LiteDeepSeek V4 FlashGPT-5.6 Luna
Calendar event extractionDeepSeek V4 ProGemini 3.5 Flash LiteDeepSeek V4 FlashGPT-5.6 Luna
Task extraction from textDeepSeek V4 ProGemini 3.5 Flash LiteDeepSeek V4 FlashGPT-5.6 Luna
Knowledge base queryDeepSeek V4 ProGemini 3.5 Flash LiteDeepSeek V4 FlashGPT-5.6 Luna
Math expression parsingDeepSeek V4 ProGemini 3.5 Flash LiteDeepSeek V4 FlashGPT-5.6 Luna

Embeddings let search understand meaning rather than word matches. That is what makes «where did I write this down» work.

TaskPrimary modelFallback / options
Content embeddingsOpenAI text-embedding-3-largeGemini Embedding 001

Voice

Recognition works both in the bot and on the site: a voice message becomes the text of a note draft.

TaskPrimary modelFallback / options
Speech recognitionGPT-4o mini Transcribe-
Text to speechGemini 3.1 Flash TTSGPT-4o mini TTS

Images and video

In the image studio the model is chosen manually: Lite is cheaper, Pro is higher quality. The cost is shown before the generation starts.

TaskPrimary modelFallback / options
Questions about an imageGemini 3.6 FlashGPT-5.6 Terra
Image generationNano Banana 2 (Gemini 3.1 Flash Image)Nano Banana 2 Lite (3.1 Flash Lite Image)Nano Banana Pro (3 Pro Image)
Video generationGemini Omni Flash (preview)-

Providers

Vio currently works with three model providers.

Google Gemini

chat, vision, speech synthesis, image and video generation

DeepSeek

text parsing, answers from your material

OpenAI

embeddings, speech recognition, fallback models

What matters here

  • A model only reaches the material you allowed in the chat settings: sources and tools are switched on separately.
  • Every answer carries links to the records it was built from - you can open and verify them.
  • Buttons without the AI mark («To task», «To calendar») work without calling any model and are available at any quota.
  • Your AI usage is visible on the same page where you spend it.

The set of models can change: we switch to more accurate or faster ones as they appear. This page is updated together with the gateway configuration.

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