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34 AI services

db.Services gives your code four AI services. Each goes through a provider configured for the database, so your code uses the installation's account and needs no vendor keys of its own.

Service Reached through What it does Settings
Text db.Services.AI Embeddings and completions. Semantic search (§21) uses the embeddings by itself AISettings (§12.1)
Images db.Services.Imaging Creates and changes images, describes them and answers questions about them ImagingSettings
Files to text db.Services.FileToText The text of documents, PDFs, e-mails and pictures (by OCR), and transcripts of recordings FileToTextSettings
Translation db.Services.Translation Translates texts and detects their language TranslationSettings

On a server, images, files to text and translation work without any settings. They call the hosted Relatude services and charge each call to the installation's license, which needs an API key (§35.4). Text needs AISettings, either for the hosted service or for your own OpenAI, Azure OpenAI or Anthropic account (§34.1). Each service is an interface, so you can swap the hosted service for a provider of your own (§35.2) without changing the code that calls it.

ImagingSettings, FileToTextSettings and TranslationSettings share four keys. On a server you usually set none of them:

Key What it does
TypeName Empty or RelatudeServices for the hosted service, otherwise your own provider's type
ServiceUrl Set it only for a self-hosted service
ApiKey Only where there is no license key: a store built from code, or your own provider
CacheType Where answers are kept on the server: Native (the default), Memory or None (§34.5)

db.Services.HasAI, HasImaging, HasFileToText, HasTranslation, HasIPLookup and HasSMS tell you whether a service is there; db.Services.AI and the others throw when it is not. A store built from code, without a server, is given its providers in the NodeStore constructor: new NodeStore(datastore, imaging: new RelatudeServicesImagingProvider(settings)).

  • 34.1 Text: embeddings and completions — To use the hosted Relatude AI service, set AISettings for the database (§12.1 lists every key and provider):
  • 34.2 Images — Images go in as bytes (PNG, JPEG or WebP) and come back as PNG:
  • 34.3 Files to text — The file type is found from the content, not the name. The languages, most likely first, help OCR. You can pass a stream instead of bytes. In the FileToTextResult, Text has lines ending in \n and pages separated by a…
  • 34.4 Translation — Languages are BCP 47 codes such as en, nb, zh-Hans and pt-PT. Answers use the codes GetLanguagesAsync() lists, so nb-NO and no come back as nb. A language the service does not translate is refused with a 400 before…
  • 34.5 Prices, answers kept, and errors — This applies to every hosted Relatude service. Each call is charged to the license's credit account for the service, and every answer carries Credits (what the call cost) and CreditsLeft (what is left)…