6249d8a251
- New src/ai_assist.nim module with DeepSeek/OpenAI/MiMo API support - AI explains compiler errors automatically when compilation fails - New CLI command: cljnim ai '<description>' for code generation - REPL :ai command for interactive AI assistance - API keys read from environment vars (DEEPSEEK_API_KEY, OPENAI_API_KEY, MIMO_API_KEY) - Tests for prompt building and response formatting - Updated README with AI integration docs
260 lines
6.8 KiB
Markdown
260 lines
6.8 KiB
Markdown
# Clojure/Nim
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> A Clojure dialect that compiles to Nim, then to C, then to native binaries.
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## What is this?
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Clojure/Nim is an **AI-first** implementation of the Clojure language targeting the Nim ecosystem. Instead of running on the JVM or JavaScript, it compiles Clojure code directly to Nim source, which then compiles to C and finally to a native binary.
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### Why?
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- **Native Performance**: Compiles to C via Nim. No JVM warmup, no GC pauses.
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- **Tiny Binaries**: Single-file executables, often under 1MB.
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- **Nim Ecosystem**: Direct access to Nim and C libraries via FFI.
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- **AI-Native**: Built for AI agents working in terminals — structured JSON REPL, batch evaluation, git integration.
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## Quick Start
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```bash
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# Clone
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git clone https://gitlab.com/balvatar/lisp-nim.git
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cd lisp-nim
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# Build
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make build
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# Run a file
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./cljnim run examples/hello.clj
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# Start human REPL
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./cljnim repl
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# Start AI REPL (JSON mode)
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./cljnim repl --json
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```
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## Examples
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### Hello World
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```clojure
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;; examples/hello.clj
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(println "Hello, Nim world!")
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(println (+ 1 2 3))
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```
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```bash
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$ ./cljnim run examples/hello.clj
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Hello, Nim world!
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6
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```
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### Functions & Recursion
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```clojure
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;; examples/math.clj
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(defn square [x]
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(* x x))
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(defn factorial [n]
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(if (= n 0)
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1
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(* n (factorial (- n 1)))))
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(let [a 5]
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(println (square a))
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(println (factorial a)))
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```
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```bash
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$ ./cljnim run examples/math.clj
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25
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120
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```
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## AI-First REPL
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Clojure/Nim is built for AI agents. The JSON REPL provides structured I/O perfect for programmatic interaction.
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```bash
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$ ./cljnim repl --json
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{"status":"ready","ns":"user","mode":"json"}
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> {"op":"eval","form":"(+ 1 2 3)"}
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{"status":"ok","result":{"printed":"6"},"meta":{"ms":861}}
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> {"op":"eval","form":"(defn square [x] (* x x))"}
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{"status":"ok","result":{"type":"var","name":"square"}}
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> {"op":"eval","form":"(square 5)"}
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{"status":"ok","result":{"printed":"25"}}
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> {"op":"quit"}
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{"status":"ok","bye":true}
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```
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### Supported REPL Operations
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| Operation | Description |
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|---|---|
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| `eval` | Evaluate a single Clojure form |
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| `eval-batch` | Evaluate multiple forms at once |
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| `get-defs` | List all defined vars in current session |
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| `clear` | Clear all session definitions |
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| `quit` | Exit the REPL |
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See [`docs/AI_FIRST.md`](docs/AI_FIRST.md) for the full AI integration design.
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## AI-Powered Assistance
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Clojure/Nim can use paid AI APIs (DeepSeek, OpenAI, Xiaomi MiMo) to help you write and debug code.
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### Setup
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Set one of these environment variables:
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```bash
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# DeepSeek (recommended, fast & cheap)
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export DEEPSEEK_API_KEY="sk-..."
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# OpenAI / OpenRouter
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export OPENAI_API_KEY="sk-..."
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# Xiaomi MiMo
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export MIMO_API_KEY="..."
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```
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### Features
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**Auto-error explanation** — When compilation fails, the compiler automatically asks AI for a fix:
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```bash
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$ ./cljnim run broken.clj
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Compilation failed
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Error: type mismatch: got <int> but expected <string>
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💡 AI Suggestion:
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The function `greet` expects a string but you passed an integer.
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Fix: (defn greet [name] (str "Hello " name))
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```
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**REPL AI command** — Generate code interactively:
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```bash
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$ ./cljnim repl
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user> :ai function that calculates fibonacci using loop/recur
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🤖 Thinking...
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💡 AI Suggestion:
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(defn fib [n]
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(loop [a 0 b 1 i n]
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(if (= i 0)
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a
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(recur b (+ a b) (dec i)))))
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```
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**CLI code generation** — Generate code from terminal:
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```bash
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$ ./cljnim ai "function that reads a file line by line"
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(defn read-lines [filename]
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(let [content (slurp filename)]
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(clojure.string/split-lines content)))
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```
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## Architecture
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```
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Clojure Source (.clj)
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↓
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Reader (EDN parser)
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↓
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Macro Expansion (Clojure macros)
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↓
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Analyzer (special forms, locals)
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↓
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Emitter (Clojure AST → Nim AST)
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↓
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Nim Compiler → C Code
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↓
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C Compiler → Native Binary
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```
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See [`docs/ARCHITECTURE.md`](docs/ARCHITECTURE.md) for details.
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## Project Structure
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```
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├── src/
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│ ├── cljnim.nim # CLI entry point
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│ ├── reader.nim # Clojure reader / EDN parser
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│ ├── emitter.nim # Nim code generator
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│ ├── repl.nim # Human & AI REPL
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│ ├── eval.nim # Tree-walking interpreter
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│ ├── deps.nim # Dependency resolution
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│ ├── core.nim # Core runtime functions
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│ ├── types.nim # Clojure value types
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│ ├── macros.nim # Macro expansion engine
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│ └── runtime.nim # Runtime implementation
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├── lib/
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│ ├── cljnim_runtime.nim # Clojure runtime in Nim
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│ ├── cljnim_pvec.nim # Persistent Vector (HAMT)
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│ ├── cljnim_pmap.nim # Persistent Map (HAMT)
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│ └── cljnim_async.nim # core.async channels
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├── examples/
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│ ├── hello.clj
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│ ├── math.clj
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│ ├── core.clj
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│ ├── macros.clj
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│ ├── ffi.clj
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│ ├── interop.clj
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│ └── ai_tools.clj
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├── docs/ # Documentation (EN + BG)
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├── tests/
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├── Makefile
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└── cljnim.nimble
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```
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## Supported Features
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### Working Now ✅
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- Reader: numbers, strings, symbols, keywords, lists `()`, vectors `[]`, maps `{}`
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- Special forms: `def`, `defn`, `fn`, `let`, `if`, `do`, `quote`
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- Arithmetic: `+`, `-`, `*`, `/`, `=`, `<`, `>`
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- Functions: `println`, `map`, `filter`, `reduce`
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- Human REPL and JSON REPL
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- AOT compilation to native binaries
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- Persistent data structures (Vector, Map, Set) via HAMT
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- Macro system (`defmacro`, `->`, `->>`, `and`, `or`, `when`, `cond`)
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- Nim/C interop
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- File and Git operations from REPL
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- Tree-walking interpreter for fast REPL eval
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- Atoms, Agents, and core.async channels
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See [`docs/ROADMAP.md`](docs/ROADMAP.md) for the full roadmap.
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## Requirements
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- Nim >= 2.0
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- GCC or Clang
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- make
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## Documentation
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| Document | Description |
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|---|---|
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| [`docs/README.bg.md`](docs/README.bg.md) | Българско README |
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| [`docs/GUIDE.md`](docs/GUIDE.md) | User guide (English) |
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| [`docs/GUIDE.bg.md`](docs/GUIDE.bg.md) | Ръководство за потребителя |
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| [`docs/ARCHITECTURE.md`](docs/ARCHITECTURE.md) | Architecture & design |
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| [`docs/ARCHITECTURE.bg.md`](docs/ARCHITECTURE.bg.md) | Архитектура и дизайн |
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| [`docs/AI_FIRST.md`](docs/AI_FIRST.md) | AI-first design philosophy |
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| [`docs/AI_FIRST.bg.md`](docs/AI_FIRST.bg.md) | AI-first философия |
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| [`docs/API.md`](docs/API.md) | REPL API reference |
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| [`docs/API.bg.md`](docs/API.bg.md) | REPL API референция |
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| [`docs/ROADMAP.md`](docs/ROADMAP.md) | Development roadmap |
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| [`docs/ROADMAP.bg.md`](docs/ROADMAP.bg.md) | Пътна карта |
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## License
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MIT License — see [LICENSE](LICENSE).
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## Acknowledgments
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- [Clojure](https://clojure.org/) — Rich Hickey and team
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- [Nim](https://nim-lang.org/) — Andreas Rumpf and community
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- Inspired by ClojureScript, Babashka, Ferret, and Pixie
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