This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
FastAPI AI Kit
Ship your AI backend this weekend, not next quarter
The production-ready FastAPI + AI boilerplate. Skip 60+ hours of setup. JWT auth, LLM integration, RAG pipeline, billing hooks, Docker, and more — all wired up and ready to deploy.
Hey Product Hunt!
Every AI project I started began the same way: days lost wiring up auth, LLM provider switching, streaming, a RAG pipeline, billing, and deployment, before writing a single line of the actual product.
So I built FastAPI AI Kit: a production-ready FastAPI boilerplate with all of that already wired together: JWT auth, a unified LLM abstraction layer (OpenAI, Anthropic, local models), SSE streaming with token tracking, RAG with pgvector or Qdrant, Stripe-compatible billing hooks, background jobs, and one-command deploys to Railway, Render, or Fly.io.
It is full source code, no obfuscation, one-time payment of $69 with lifetime updates, so you can go from zero to a deployed AI backend in about 10 minutes instead of 60+ hours.
Would love your feedback, happy to answer anything about the stack or architecture choices!
A background worker for retries and rate limiting would be a solid add, something like Celery or ARQ wired in for handling failed LLM calls and Stripe webhooks cleanly. Most of us end up bolting that on anyway, and it would save another chunk of setup time for teams running this in production.
About FastAPI AI Kit on Product Hunt
“Ship your AI backend this weekend, not next quarter”
FastAPI AI Kit was submitted on Product Hunt and earned 7 upvotes and 2 comments, placing #59 on the daily leaderboard. The production-ready FastAPI + AI boilerplate. Skip 60+ hours of setup. JWT auth, LLM integration, RAG pipeline, billing hooks, Docker, and more — all wired up and ready to deploy.
FastAPI AI Kit was featured in SaaS (43k followers), Developer Tools (515.4k followers) and Artificial Intelligence (473.1k followers) on Product Hunt. Together, these topics include over 229.3k products, making this a competitive space to launch in.
Who hunted FastAPI AI Kit?
FastAPI AI Kit was hunted by Ayaan Motiwala. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Ayaan Motiwala