How the chat answers a question

How the chat answers a question A data-flow diagram generated by Archify. 01 / Your browser 02 / Guardrails 03 / Agent 04 / Lookups 05 / Answer CopilotKit chat · side panel · 01 / Your browser · your question CopilotKit chat side panel your question Question checks · 500 characters · 02 / Guardrails · 55 a day Question checks 500 characters 55 a day Mastra agent · Claude Sonnet 5 · 03 / Agent · 6 steps max Mastra agent Claude Sonnet 5 6 steps max 16 lookup tools · read-only · 04 / Lookups · numbers 16 lookup tools read-only numbers Postgres · tables + pgvector · 04 / Lookups · page cited Postgres tables + pgvector page cited Braintrust · private traces · 03 / Agent · 61-question eval Braintrust private traces 61-question eval Cited cards · tables + page links · 05 / Answer · in the chat Cited cards tables + page links in the chat AG-UI run streamed allowed rate limited tool calls typed SQL + search read-only cited rows from the database every step tokens + timing Legend primary data guardrail async batch data store data flow