Ranno
Ranno is a Python Library that turns plain English into executable Python - instantly. Just describe what you want, and Ranno generates, understands your data, and runs the code for you.
🔗 PyPI Package
|
🆔 pip install ranno or uv add ranno
🐍 SDK
Installation
pip install ranno
# or
uv add ranno
Generate Code (No Execution)
from ranno import gn
# Without Data
gn("Create a list of 10 dinosaurs and print it")
# With Data
gn("Find the average price", data="data.csv")
Execute Code Instantly (Auto-Backup)
from ranno import ex
# Without Data
ex("Print hello world 5 times")
# With Data
ex("Plot the correlation between price and category", data="data.csv")
Custom Configuration (API & Model)
from ranno import cf, gn, ex
# Set custom credentials & model (Only Gemini models are supported)
my_config = cf(api_key="your_api_key", model="model_name")
# Run with custom config
gn("Plot Sine Wave", config=my_config)
# Execute with custom config
ex("Plot the correlation between price and category", data="data.csv", config=my_config)
✨ Features
| FEATURE | DESCRIPTION |
|---|---|
| 🧠 AI Code Generation | Turns plain English prompts into full, runnable Python scripts |
| 📁 AI File Intelligence | Detects file types (CSV, Excel, JSON) accurately, even without extensions |
| 🔍 Auto Schema Extraction | Reads columns and first 5 rows to build perfect AI context automatically |
| 🧪 Instant Execution | Runs AI-generated Python code directly with automated error handling |
| ⚙️ Custom Configuration | Override default API keys and Models per request using cf() |
| 🛡️ Shadow Copy Integrity | Creates a hidden copy. snapshot before execution; restores on failure |
| 🦖 Ultra Minimalism | Three functions (gn, ex, cf) is all you need - zero boilerplate |
🏗️ System Architecture
| # | COMPONENT | DESCRIPTION | STACK |
|---|---|---|---|
| 1️⃣ | Ranno SDK | The client-side library handling data prep & execution | Python, Magika, Pandas |
| 2️⃣ | Ranno API | Serverless backend for secure code generation | FastAPI, Vercel, Gemini |
Made with 🦖 by Saptarshi Roy
1 maintainer
Metadata
1 maintainer
Release files for ranno 0.3.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ranno-0.3.2.tar.gz | 3.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ranno-0.3.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 8.0 kB
Release files / ranno-0.3.2.tar.gz
| Download URL | ranno-0.3.2.tar.gz |
|---|---|
| Size | 3.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
98171ad0dc1f6ed6f4a59c479e00887dd02ac856dc082169d146fd93d1598a75
|
|
BLAKE2b-256 checksum How to use checksums |
69322f54ed5e0ff5ee97010ff86628efe5fbefa200f27d72c1b1fbc44a82bd8f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.13.13
|
Release files / ranno-0.3.2-py3-none-any.whl
| Download URL | ranno-0.3.2-py3-none-any.whl |
|---|---|
| Size | 4.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
e968092be8a434bc3f4efaf935692dc0b85523339e1e6aba0885c270de3941d2
|
|
BLAKE2b-256 checksum How to use checksums |
a300b9f0e11347c0565c0869687100ce5d708461233b874f8aeb946fcc2ea960
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.13.13
|
