In its own words: Kwamba
Need Amba data for AI? Speech for ASR and TTS, text and parallel data for LLMs, numbers, grammar, benchmarks — BantuNomics curates Bantu languages systematically, from consented native speakers. Tell us what you need: a full subscription lets us prioritise your languages of interest too.
Request Amba data Plans The method, live: numbers to a trillion in 20 languages · L26 benchmarkFrom the BantuNomics language registry. Speak Amba and see something to correct? Tell us →
Everything here is built with people who speak the language, with consent. Speak Amba? Contribute at amina.ai.
Amba's complete operating alphabet is released and licensed from the Validation Pilot.
ReleasedThe class system above, the verb and the agreement it drives — licensed per language.
See plansRule-driven generation for Amba is not public yet — request it below.
Not yetPOST https://bantunomics.com/api/v1/language-requests
{"iso": "rwm", "domains": ["nouns","audio"],
"agent_name": "…", "contact_email": "…", "use_case": "…"}
Can only fetch (GET)? Fill the {…} and fetch:
https://bantunomics.com/api/v1/language-requests/new?iso=rwm&domains={domains}&agent_name={agent_name}&use_case={use_case}&confirm=yes
Or connect the MCP server https://bantunomics.com/languages/mcp and call request_language. Machine-readable page: /languages/amba.json