Python + pgvector + Redis: AI SaaS Starter
A production-ready backend for LLM-powered products: FastAPI-style Python API, Postgres with pgvector for embeddings and semantic search, Redis for response caching and rate limiting, and a background worker for async completions and embedding jobs.
Loads this recipe straight into the wizard — every setting stays editable before you generate anything.
The stack
Install
# pulls this exact recipe straight from the Vault $ npx stacktora install python-ai-saas --remote $ stacktora sync # generate the files
What you get
More from the Vault
.NET + Postgres + Redis: Fintech-oriented Baseline
A security-conscious starting point for financial and payments-adjacent backends: .NET API, Postgres for ledger/transaction records, and Redis for session and rate-limit state. This is a starting baseline only, not a certified or verified PCI-DSS/regulatory-compliant stack — your own security and compliance review is still required before handling real financial data.
Bun + MongoDB + Meilisearch: Knowledge Base / Docs Search
A documentation/knowledge-base platform: Bun API for fast cold starts and low-latency responses, MongoDB for flexible article/page storage, and Meilisearch for instant, typo-tolerant search across the whole knowledge base.
Deno + Postgres + Redis: Edge API Starter
A modern edge-friendly API backend: Deno's secure-by-default runtime with native TypeScript, Postgres for relational data, and Redis for caching and rate limiting at the edge.
Elixir + MySQL + Mailpit
A Phoenix-style Elixir API on MySQL instead of Postgres, with local email testing via Mailpit.
