Documentation

Set up your account, create an API key, and make your first request

How to authenticate your API requests using API keys

Generate conversational responses with sawalni-beta and sawalni-mini-beta

Translate Moroccan Arabic in Arabic or Latin script into English, French, or Modern Standard Arabic

Create text embeddings for semantic search with madmon-beta

Stream chat completion responses in real-time using SSE

Detect the language of text using Gherbal v4

Transliterate words, sentences, and batches between writing systems with Sawtone-verified candidate sampling

Encode words into dense phonetic, orthographic, and semantic embeddings with Sawtone v4

Analyze part-of-speech, morphology, and dependency structure with language-specific evidence

Score rhymes, search rhyme vocabularies, and evaluate lyric lines with Ziryab, built on Sawtone

Align audio to text using phonetic forced alignment to produce timed SRT subtitles

Get per-word timestamps from audio using phonetic forced alignment

Transcribe audio to text with Arabic-optimized speech recognition

Generate speech audio from text with ASAT Speaks Any Text

Search Moroccan places across scripts, inspect ranking signals, and build real routes

Read today’s reviewed edition, clustered coverage, categories, and fresh news search

Search public web pages and social content, retrieve source pages, and submit research tasks

Create a protected assistant with Khizana retrieval, Daktilo voice input, and optional ASAT spoken replies

Build secure hybrid search, publish a drop-in widget or standalone page, and call it through the API

Understanding rate limits, quotas, and best practices

How credits work, checking balance, and adding funds

Connect public sources and private document collections to grounded answers