Features
Deep research (multi-step agentic research)
Model Context Protocol (MCP) / OpenAPI actions
Code interpreter (sandboxed Python execution)
Hybrid search (semantic + BM25)
Advanced RAG with contextual retrieval
LLM-based knowledge graphs
Slack integration (bot per channel)
Custom AI agents with instructions and knowledge
Query history and usage dashboards
Granular RBAC with permission inheritance
SOC 2 Type II and GDPR compliance
Open-source starter kit for AI headshot SaaS
Custom AI model training on face samples
Generate professional headshots in minutes
Credit-based billing via Stripe integration
User authentication with Supabase Magic Link
Image uploads via Vercel Blob storage
Optional email notifications via Resend
Astria packs API support for prompt management
Flux model fine-tuning support
One-click deploy to Vercel
Dashboard for managing credits and headshots
Shadcn UI components with Tailwind CSS
Webhook handling for training and inference events
Announcement bar configuration via env vars
DEPLOYMENT_URL env variable for platform-agnostic hosting
