Features
Everything included in the boilerplate. Each category below covers a major piece of the product — click through to see what's built in.
AI & Chat
10 models across Anthropic, OpenAI, and Google. Real-time streaming, automatic context compaction, and customizable system prompts.
Built-in Tools
Web search, snippet search, webpage retrieval, sandboxed code execution, and more. 8 tools wired into the chat runtime.
Persistent Memory
The AI remembers context across conversations. Full-text search, org-scoped isolation, and a management dashboard.
AI Skills
User-authored reusable instructions in frontmatter + markdown. The AI retrieves them automatically during conversations.
File Management
Direct-to-bucket uploads, 14 supported file types, PDF extraction via Mistral OCR, and a tabbed file dashboard.
Auth & Organizations
Email + password, Google OAuth, email verification, multi-tenant organizations, teams, invitations, and role-based access.
Payments
Stripe subscription billing with monthly and yearly plans, checkout sessions, billing portal, and webhook-driven sync.
Workspace Integrations
Google Workspace and Microsoft 365 connectors. OAuth flows, per-user credentials, and live AI tool access.
Infrastructure
PostgreSQL via Drizzle ORM, Upstash Redis, tRPC v11 with 10 routers, Resend email, and structured error handling.
