Near real-time training. Every hour. Globally.
Federal, state, and local intelligence — one API.
172 jurisdictions. 35 languages. Always current.
Every query routed to the correct federal, state, or local authority automatically.
Models refresh with the latest policy changes, service updates, and regulatory shifts.
35 languages. Native fluency. Every response in the citizen's language.
Hit california.toolkit-llm.com/v1/chat to get a California-specialized response from any model in our stack.
Private by policy. No training on citizen data. Audit trail on every request.
Deploy inside your infrastructure. Air-gapped. Your data never leaves.
Fast conversational. 32K context. $0.15/1M input.
General purpose. 200K context. $0.40/1M input.
Deep reasoning. Chain-of-thought. Policy analysis.
Document understanding. Forms. ID verification.
Real-time voice. Citizen service lines. 29 languages.
{
"model": "toolkit-chat-turbo",
"messages": [
{ "role": "user", "content": "What documents do I need for a Real ID appointment at the California DMV?" }
]
}For a California Real ID, bring: (1) proof of identity (passport or birth certificate), (2) proof of SSN (Social Security card or W-2), (3) two proofs of CA residency (utility bill, bank statement). Schedule at dmv.ca.gov. Processing: same-day at appointment.