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Full-Stack AI Agent Template

A FastAPI + Next.js scaffold for building production AI agent products

Full-Stack AI Agent TemplateCheck Full-Stack AI Agent Template
Full-Stack AI Agent Template
Best for
Teams building a conversational AI or agent product who want a FastAPI/Next.js foundation with multiple LLM providers and RAG already wired up.
Skip if
You want a lightweight chat starter - this is a large, feature-dense template with a learning curve.

A full-stack starter for AI/LLM applications pairing a FastAPI + async SQLAlchemy backend with a Next.js 15/React 19 frontend. It supports multiple agent frameworks (PydanticAI, LangChain, LangGraph) and LLM providers (OpenAI, Anthropic, Gemini, OpenRouter), with RAG via Milvus/Qdrant/ChromaDB/pgvector, WebSocket streaming with tool visualization, conversation persistence, Stripe billing, and an admin panel.

Pros

  • Supports multiple agent frameworks and LLM providers out of the box, not locked to one vendor
  • RAG-ready with a choice of vector stores
  • WebSocket streaming with real-time tool-call visualization
  • Ships with CLAUDE.md for AI-agent-assisted development

Cons

  • Large surface area (5 agent frameworks, 4 background task options) can be overwhelming to configure
  • MIT licensed but maintained by a consultancy - long-term update cadence unverified
  • Requires running both a Python backend and Next.js frontend, more moving parts than a single-stack starter

Features

Auth and access

  • Auth included

Payments and billing

  • Payments included
  • Subscriptions

AI capability

  • AI chat
  • AI agents
  • RAG / vector search
  • Streaming responses
  • BYO API key
  • Model-agnostic

AI-friendliness

  • CLAUDE.md

What's in the box

  • Admin dashboard
  • Outbound webhooks