pilinux/gorest

Description and use

**Brief Summary**
pilinux/gorest is a Go‑based starter kit for building RESTful APIs with Gin, JWT authentication, GORM (supporting MySQL, PostgreSQL, SQLite), Redis, MongoDB, 2FA, email verification, and password recovery. It also bundles utilities that make it easy to plug in AI/ML capabilities, enabling rapid prototyping of RAG, agent‑based, or other model‑driven features.

**Value**

• **All‑in‑one backend foundation** – eliminates the need to cobble together routing, auth, ORM, and ancillary services, letting teams focus on domain logic and AI integration.
• **AI‑ready hooks** – pre‑exposed API/SDK/CLI entry points and language metadata simplify adding LLM‑driven endpoints, retrieval‑augmented generation, or custom agent workflows without rewriting core infrastructure.
• **Security out of the box** – JWT, 2FA, email verification, and password‑reset flows provide a production‑grade security baseline, reducing the risk of common auth vulnerabilities.

**Practical Adoption Path**

1. **Clone the repo** and run the provided Docker‑compose setup to spin up MySQL/PostgreSQL/SQLite, Redis, and Mongo containers.
2. **Configure environment variables** (DB credentials, JWT secret, mail server, etc.) and run go run ./cmd/server. The starter API is immediately usable via Swagger/OpenAPI docs.
3. **Extend the generated service layer**: add new Gin handlers or gRPC adapters, and plug AI models by invoking the exposed SDK/CLI (e.g., a /ai/generate endpoint that calls OpenAI, Anthropic, or a self‑hosted model).
4. **Deploy** using the existing Dockerfile or compile a static binary for Kubernetes, leveraging the built‑in health checks and Prometheus metrics.

**Production Readiness**

• **Activity & Community**: 499 stars, 63 forks, recent commits (as of 2026‑06‑24), and a healthy issue/PR turnover indicate an active maintainer base.
• **Stability**: Core dependencies (Gin, GORM, JWT) are mature, and the project follows semantic versioning, making upgrades predictable.
• **Security**: Built‑in auth flows and 2FA reduce attack surface, though a final audit of the JWT implementation and third‑party libraries is advisable.
• **Scalability**: Supports multiple databases and Redis caching, and the codebase is modular enough to run in a microservices architecture or as a monolith.

Overall, pilinux/gorest offers a robust, production‑grade starting point for Go back‑ends that need rapid AI feature integration, with a clear path from prototype to fully deployed service.

Use in a workflow

pilinux/gorest helps add AI capability without starting from a blank model stack.

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Limitations and review notes

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.