eplang 7.9.0

EPL - English Programming Language: write code in plain English. Build apps, web servers, and more.

🌐 EPL — English Programming Language

Write code the way you think. In plain English.

EPL is a fully-featured programming language where every keyword is natural English.
Build web apps, REST APIs, mobile apps, AI pipelines, and cloud-native services — in a syntax anyone can read, write, and maintain.

pip install eplang

Documentation · Playground · VS Code Extension · Package Registry

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Overview

EPL (English Programming Language) eliminates the gap between pseudocode and executable code. Its syntax reads like structured English, while its runtime delivers the performance and tooling expected from a modern language — bytecode VM, LLVM native compilation, WASM targets, and a 22-package official ecosystem.

Note: A production-grade REST API in EPL

Create WebApp called app

Route "/api/users" responds with
    users = [Map with name = "Alice" and role = "admin", Map with name = "Bob" and role = "user"]
    Send json Map with data = users and count = length(users) and status = "ok"
End

Route "/health" responds with
    Send json Map with status = "healthy" and version = "7.5.9"
End

No semicolons. No curly braces. No cryptic symbols. Just English.

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Quick Start

Install

pip install eplang

Run

echo 'Say "Hello from EPL!"' > hello.epl
epl hello.epl

REPL

epl repl

Scaffold a Project

epl new myapp --template web        # Web app with routing
epl new authapp --template auth     # Auth API with JWT
epl new botapp --template chatbot   # AI chatbot
epl new studio --template frontend  # Creative frontend

Production Deployment

pip install "eplang[server]"
epl serve app.epl                    # Dev server
epl deploy k8s app.epl --image myapp:1.0 --tls  # Kubernetes
epl deploy aws app.epl               # AWS ECS

EPL supports WSGI (Waitress, Gunicorn) and ASGI (Uvicorn, Hypercorn) deployment through generated adapters and the epl serve runtime.

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Language at a Glance

Variables & Control Flow name = "Abneesh" age = 20 scores = [95, 87, 92] If age is greater than 18 then Say "Welcome, " + name Otherwise Say "Access denied" End For Each score in scores Say score End Repeat 3 times Say "Iteration complete" End

Functions & OOP Function fibonacci takes n If n is less than 2 then Return n End Return fibonacci(n - 1) + fibonacci(n - 2) End Class User has name, email, role Method display Say "User: " + this.name End End user = new User("Ada", "[e-mail]", "admin") user.display()

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Architecture

EPL is a multi-backend language with a unified frontend:

                    ┌──────────────┐
   .epl source  ──▶│    Lexer      │
                    │    Parser     │
                    │    AST        │
                    └──────┬───────┘
                           │
              ┌────────────┼────────────────┐
              ▼            ▼                ▼
     ┌──────────────┐ ┌──────────┐  ┌─────────────┐
     │  Interpreter │ │ Bytecode │  │    LLVM      │
     │  (Tree-walk) │ │ VM       │  │  (Native)    │
     └──────────────┘ └──────────┘  └─────────────┘
              │            │                │
              ▼            ▼                ▼
         Python host   Stack VM       .exe / .o
                                    (x86, ARM, WASM)

Compilation Targets

Target	Command	Output
Interpreter	epl run app.epl	Direct execution
Bytecode VM	epl vm app.epl	Stack-based VM
Native Binary	epl build app.epl	LLVM → .exe / ELF
WebAssembly	epl wasm app.epl	.wasm module
JavaScript	epl js app.epl	Browser/Node.js
Kotlin	epl kotlin app.epl	JVM / Android
Python	epl python app.epl	.py transpile

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Ecosystem

Official Package Registry — 22 Packages

EPL ships with a curated package ecosystem covering web, data, AI, security, and infrastructure:

Category	Packages	Description
Web & API	epl-web · epl-http	HTTP router, WebSocket, REST client, middleware
Data & DB	epl-db · epl-dataframe · epl-collections	SQLite ORM, DataFrame ops, typed collections
AI & ML	epl-learn · epl-array · epl-plot	Scikit-learn bindings, NumPy arrays, Matplotlib charts
Math & Science	epl-math · epl-science · epl-algo	Number theory, SciPy integration, graph algorithms
Security	epl-auth · epl-crypto · epl-validator	JWT auth, hashing/encryption, input validation
Infrastructure	epl-cloud · epl-cache · epl-email	AWS/GCP/Azure, Redis caching, SMTP
Language	epl-string · epl-datetime · epl-functional · epl-struct	String utils, date ops, FP patterns, typed records
Testing	epl-test	Unit testing framework with assertions

epl install epl-auth         # Install a package
epl install epl-math         # Packages resolve from the official registry

Browse all packages at the EPL Package Registry →

Standard Library — 21 Modules

Built-in modules available without installation: math, string, http, json, crypto, datetime, regex, io, os, sql, net, html, web, websocket, collections, encoding, functional, auth, template, testing, sql.

JavaScript/TypeScript Bridge

Access the entire NPM ecosystem from EPL:

Use javascript "lodash" as _
Use javascript "axios" as axios

result = _.chunk([1, 2, 3, 4, 5, 6], 2)
response = axios.get("https://api.example.com/data")
Say response.data

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What Can You Build

🌐 Web Applications & APIs Create WebApp called app Route "/api/users" responds with users = query(db, "SELECT * FROM users") Send json Map with data = users End 🤖 AI & Machine Learning Import "epl.ai" As ai messages = [Map with role = "user" and content = "Explain EPL"] response = ai.chat(messages) Say response 🗄️ Database Applications Import "epl-db" db = open("app.db") create_table(db, "tasks", Map with title = "TEXT" and done = "INT") insert(db, "tasks", Map with title = "Ship EPL" and done = 0)

📱 Android Apps epl android app.epl # → Full Android Studio project with Kotlin 🍎 iOS Apps epl ios app.epl # → Xcode project with SwiftUI views 🖥️ Desktop Apps epl desktop app.epl # → Compose Multiplatform desktop app ⚡ Native Executables epl build app.epl # → LLVM-compiled native binary ☸️ Kubernetes Deployment epl deploy k8s app.epl \ --image myapp:1.0 \ --host app.example.com --tls

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Feature Matrix

Category	Capabilities
Language	OOP, generics, async/await, pattern matching, lambdas, generators, enums, decorators, type inference
Type System	Static type checker (epl check), gradual typing, generic constraints
Performance	Bytecode VM with constant folding, LLVM native compilation, dead code elimination, tail-call optimization
Web	HTTP/WebSocket router, WSGI/ASGI adapters, middleware pipeline, sessions, templates, static files
Database	SQLite ORM, Redis, PostgreSQL — Store/Fetch/Delete English APIs
Security	Sandboxed FFI, pickle allowlist, recursion/scope-depth limits, input validation
Tooling	LSP server, REPL, debugger, formatter (epl fmt), linter (epl lint), test runner, code coverage
Targets	Interpreter, VM, LLVM native, JS, Kotlin, Python, WASM, MicroPython — 8 compilation backends
Packaging	SemVer registry, lockfiles, checksums, dependency resolution, PyPI bridge
AI	Built-in ai module, AI Error Explainer (epl fix), dual-model copilot (Groq/Gemini)
DevOps	K8s manifests, AWS/GCP/Azure deploy, Prometheus metrics, health endpoints, structured logging
Interop	JS/TS bridge for NPM, Python bridge for PyPI, persistent Node.js subprocess
Stdlib	300+ built-in functions: HTTP, DB, Math, Crypto, File I/O, JSON, Regex, DateTime, HTML

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CLI Reference

Usage: epl <command> [options]

Core
  epl run <file>              Run an EPL program
  epl repl                    Interactive REPL
  epl new <name> [--template] Scaffold a new project
  epl serve <file>            Start web server (dev mode)

Build & Compile
  epl build <file>            Compile to native executable (LLVM)
  epl wasm <file>             Compile to WebAssembly
  epl js <file>               Transpile to JavaScript
  epl python <file>           Transpile to Python
  epl kotlin <file>           Transpile to Kotlin

Platform Targets
  epl android <file>          Generate Android Studio project
  epl ios <file>              Generate Xcode / SwiftUI project
  epl desktop <file>          Generate Compose Multiplatform app
  epl web <file>              Generate WASM/JS web app

Quality & Tooling
  epl check [file]            Static type checking
  epl fmt <file>              Format source code
  epl lint [file]             Lint source code
  epl test [dir]              Run test suite
  epl fix <file>              AI-powered error diagnostics

Deploy
  epl deploy k8s <file>       Generate Kubernetes manifests
  epl deploy aws <file>       Deploy to AWS ECS
  epl deploy gcp <file>       Deploy to GCP Cloud Run
  epl deploy azure <file>     Deploy to Azure Container Apps

Packages
  epl install <package>       Install a package
  epl upgrade                 Upgrade EPL to latest version

Tools
  epl playground              Browser-based playground
  epl copilot                 AI code assistant

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Comparison

Capability	EPL	Python	JavaScript	Go	Java
Natural-language syntax	✅	—	—	—	—
Learning curve	Minutes	Days	Days	Weeks	Weeks
Built-in web framework	✅	—	—	—	—
Built-in AI module	✅	—	—	—	—
Package manager	✅	pip	npm	go mod	Maven
Native compilation	✅ LLVM	—	—	✅	✅ JIT
WASM target	✅	—	✅	✅	—
Mobile transpiler	✅ Android + iOS	—	React Native	—	✅
LSP / IDE support	✅	✅	✅	✅	✅
Type checking	✅ Gradual	✅ mypy	✅ TS	✅	✅

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VS Code Extension

The official EPL extension provides a first-class development experience:

• Syntax Highlighting — Full TextMate grammar for .epl files
• Real-time Diagnostics — Type errors, unused variables, parse errors
• IntelliSense — Autocomplete for keywords, builtins, and imports
• Hover Documentation — Inline docs for all 300+ built-in functions
• Run & Check — Ctrl+Shift+R to run, Ctrl+Shift+K to type-check

Install from the VS Code Marketplace →

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Documentation

Resource	Link
Getting Started	docs/getting-started.md
Language Specification	docs/language-spec.md
Tutorials	docs/tutorials.md
Package Manager Guide	docs/package-manager.md
Architecture Overview	docs/architecture.md
Publishing Packages	docs/publishing.md
Full Documentation Site	abneeshsingh21.github.io/EPL
Changelog	CHANGELOG.md

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Contributing

We welcome contributions from the community. EPL maintains enterprise-grade code quality standards with automated CI, Ruff formatting, and comprehensive test coverage.

git clone https://github.com/abneeshsingh21/EPL.git
cd EPL
pip install -e ".[dev,cloud]"
ruff format .
pytest tests/ -x --tb=short -q

Before contributing, please read:

• CONTRIBUTING.md — Development workflow and testing requirements
• CODE_OF_CONDUCT.md — Community standards
• CLA.md — Contributor License Agreement

See CONTRIBUTORS.md for the full list of contributors.

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Roadmap

• Core language — interpreter, bytecode VM, LLVM native compiler
• Web framework — HTTP/WebSocket router, WSGI/ASGI, middleware
• Package manager — SemVer, lockfiles, checksums, dependency resolution
• Developer tooling — LSP server, debugger, REPL, formatter, linter
• Mobile targets — Android (Kotlin) and iOS (SwiftUI) transpilers
• Desktop target — Compose Multiplatform app generation
• Cloud deploy — AWS ECS, GCP Cloud Run, Azure, Kubernetes
• JavaScript/TypeScript bridge — Full NPM ecosystem interop
• AI integration — Built-in module, error explainer, copilot
• Observability — Health checks, Prometheus metrics, structured logging
• PyPI distribution — pip install eplang
• VS Code extension — Syntax, diagnostics, IntelliSense
• Official documentation site and browser playground
• 22 official packages across web, data, AI, security, and infrastructure
• WebSocket real-time collaboration
• Language server protocol v2 (semantic tokens, rename, references)
• GPU compute target (CUDA/ROCm via LLVM)

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Community

• GitHub Discussions — Questions, ideas, and project showcase
• Issue Tracker — Bug reports and feature requests
• Package Registry — Browse and publish EPL packages

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License

Copyright © 2024–2026 Abneesh Singh ([e-mail])

Licensed under the Apache License 2.0. See NOTICE for attribution requirements.

"EPL" and "English Programming Language" are trademarks of Abneesh Singh.

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⭐ If EPL resonates with you, consider starring the repository.

Made with precision by Abneesh Singh