README-AI

Automated README file generator, powered by large language model APIs

Documentation

Read the official documentation for readme-ai

Watch a tutorial created by community member

Quick Links

📍 Overview

👾 Demo

🧬 Features

🚀 Getting Started

⚙️ Installation

🤖 Usage

🧪 Testing

🔧 Configuration

🎨 Examples

🤝 Contributing

📍 Overview

Objective

Readme-ai is a developer tool that auto-generates README.md files using a combination of data extraction and generative ai. Simply provide a repository URL or local path to your codebase and a well-structured and detailed README file will be generated for you.

Motivation

Streamlines documentation creation and maintenance, enhancing developer productivity. This project aims to enable all skill levels, across all domains, to better understand, use, and contribute to open-source software.

👾 Demo

CLI Usage

readmeai-cli-demo.mov

Offline Mode

readmeai-streamlit-demo.mov

Tip

_{Offline mode is useful for generating a boilerplate README at no cost. View the offline README.md example here!}

🧬 Features

Flexible README Generation: Robust repository context extraction combined with generative AI.
Multiple LLM Support: Compatible with OpenAI, Ollama, Google Gemini and Offline Mode.
Customizable Output: Dozens of CLI options for styling, badges, header designs, and more.
Language Agnostic: Works with a wide range of programming languages and project types.
Offline Mode: Generate a boilerplate README without calling an external API.

See a few examples of the README-AI customization options below:

`--emojis --image custom --badge-color DE3163 --header-style compact --toc-style links`
`--image cloud --header-style compact --toc-style fold`
`--align left --badge-style flat-square --image cloud`	`--align left --badge-style flat --image gradient`
`--badge-style flat --image custom`	`--badge-style skills-light --image grey`
`--badge-style flat-square`	`--badge-style flat --image black`
`--image custom --badge-color 00ffe9 --badge-style flat-square --header-style classic`
`--image llm --badge-style plastic --header-style classic`
`--image custom --badge-color BA0098 --badge-style flat-square --header-style modern --toc-style fold`

See the Configuration section for a complete list of CLI options.

👋 Overview

Overview

- High-level introduction of the project, focused on the value proposition and use-cases, rather than technical aspects.

🧩 Features

Features Table

prompt template.

📄 Codebase Documentation

Repository Structure

(tree.py)

File Summaries

prompts!

🚀 Quickstart Commands

Getting Started

language

dependency

Install

Usage

Test

parsers

🔰 Contributing Guidelines

Contributing Guide

- Dropdown section that outlines general process for contributing to your project.

- Provides links to your contributing guidelines, issues page, and more resources.

- Graph of contributors is also included.

Additional Sections

Project Roadmap

Contributing Guidelines

License

Acknowledgements

🚀 Getting Started

System Requirements:

Python 3.9+
Package manager/Container: pip, pipx, docker
LLM service: OpenAI, Ollama, Google Gemini, Offline Mode
- Anthropic and LiteLLM coming soon!

Repository URL or Local Path:

Make sure to have a repository URL or local directory path ready for the CLI.

Select an LLM API Service:

OpenAI: Recommended, requires an account setup and API key.
Ollama: Free and open-source, potentially slower and more resource-intensive.
Google Gemini: Requires a Google Cloud account and API key.
Offline Mode: Generates a boilerplate README without making API calls.

⚙️ Installation

Using `pip`

❯ pip install readmeai

Using `pipx`

❯ pipx install readmeai

Tip

_{Use pipx to install and run Python command-line applications without causing dependency conflicts with other packages!}

Using `docker`

❯ docker pull zeroxeli/readme-ai:latest

From `source`

Build readme-ai

Clone repository and navigate to the project directory:

❯ git clone https://github.com/eli64s/readme-ai

❯ cd readme-ai

Using `bash`

❯ bash setup/setup.sh

Using `poetry`

❯ poetry install

🤖 Usage

Environment Variables

OpenAI

Generate a OpenAI API key and set it as the environment variable OPENAI_API_KEY.

# Using Linux or macOS
❯ export OPENAI_API_KEY=<your_api_key>

# Using Windows
❯ set OPENAI_API_KEY=<your_api_key>

Ollama

Pull model of your choice from the Ollama registry as follows:

# i.e. mistral, llama3, gemma2, etc.
❯ ollama pull mistral:latest

Start the Ollama server:

❯ export OLLAMA_HOST=127.0.0.1 && ollama serve

_{For more details, check out the Ollama repository.}

Google Gemini

Generate a Google API key and set it as the environment variable GOOGLE_API_KEY.

❯ export GOOGLE_API_KEY=<your_api_key>

Running `README-AI`

Using `pip`

With OpenAI API:

❯ readmeai --repository https://github.com/eli64s/readme-ai \
          --api openai \
          --model gpt-3.5-turbo

With Ollama:

❯ readmeai --repository https://github.com/eli64s/readme-ai \
          --api ollama \
          --model llama3

With Gemini:

❯ readmeai --repository https://github.com/eli64s/readme-ai \
          --api gemini
          --model gemini-1.5-flash

Advanced Options:

❯ readmeai --repository https://github.com/eli64s/readme-ai \
         --api openai \
         --model gpt-4-turbo \
         --badge-color blueviolet \
         --badge-style flat-square \
         --header-style compact \
         --toc-style fold \
         --temperature 0.1 \
         --tree-depth 2
         --image LLM \
         --emojis \

Using `docker`

❯ docker run -it \
-e OPENAI_API_KEY=$OPENAI_API_KEY \
-v "$(pwd)":/app zeroxeli/readme-ai:latest \
-r https://github.com/eli64s/readme-ai

Using `streamlit`

_{Try directly in your browser on Streamlit, no installation required! For more details, see the readme-ai-streamlit repository.}

From `source`

Using readme-ai

Using `bash`

❯ conda activate readmeai
❯ python3 -m readmeai.cli.main -r https://github.com/eli64s/readme-ai

Using `poetry`

❯ poetry shell
❯ poetry run python3 -m readmeai.cli.main -r https://github.com/eli64s/readme-ai

🧪 Testing

Using `pytest`

❯ make pytest

Using `nox`

❯ nox -f noxfile.py

Tip

_{Use nox to test application against multiple Python environments and dependencies!}

🔧 Configuration

Customize your README generation using these CLI options:

Option	Description	Default
`--align`	Text align in header	`center`
`--api`	LLM API service (openai, ollama, offline)	`offline`
`--badge-color`	Badge color name or hex code	`0080ff`
`--badge-style`	Badge icon style type	`flat`
`--base-url`	Base URL for the repository	`v1/chat/completions`
`--context-window`	Maximum context window of the LLM API	`3999`
`--emojis`	Adds emojis to the README header sections	`False`
`--header-style`	Header template style	`default`
`--image`	Project logo image	`blue`
`--model`	Specific LLM model to use	`gpt-3.5-turbo`
`--output`	Output filename	`readme-ai.md`
`--rate-limit`	Maximum API requests per minute	`5`
`--repository`	Repository URL or local directory path	`None`
`--temperature`	Creativity level for content generation	`0.9`
`--toc-style`	Table of contents template style	`bullets`
`--top-p`	Probability of the top-p sampling method	`0.9`
`--tree-depth`	Maximum depth of the directory tree structure	`2`

Tip

For a full list of options, run readmeai --help in your terminal.

Project Badges

The --badge-style option lets you select the style of the default badge set.

Style	Preview
default
flat
flat-square
for-the-badge
plastic
skills
skills-light
social

When providing the --badge-style option, readme-ai does two things:

Formats the default badge set to match the selection (i.e. flat, flat-square, etc.).
Generates an additional badge set representing your projects dependencies and tech stack (i.e. Python, Docker, etc.)

Example

❯ readmeai --badge-style flat-square --repository https://github.com/eli64s/readme-ai

Output

{... project logo ...}

{... project name ...}

{...project slogan...}

Developed with the software and tools below.

{... end of header ...}

Project Logo

Select a project logo using the --image option.

blue	gradient	black

cloud	purple	grey

For custom images, see the following options:

Use --image custom to invoke a prompt to upload a local image file path or URL.
Use --image llm to generate a project logo using a LLM API (OpenAI only).

🎨 Examples

Language/Framework	Output File	Input Repository	Description
Python	readme-python.md	readme-ai	Core readme-ai project
TypeScript & React	readme-typescript.md	ChatGPT App	React Native ChatGPT app
PostgreSQL & DuckDB	readme-postgres.md	Buenavista	Postgres proxy server
Kotlin & Android	readme-kotlin.md	file.io Client	Android file sharing app
Python & Streamlit	readme-streamlit.md	readme-ai-streamlit	Streamlit UI for readme-ai
Rust & C	readme-rust-c.md	CallMon	System call monitoring tool
Go	readme-go.md	docker-gs-ping	Dockerized Go app
Java	readme-java.md	Minimal-Todo	Minimalist todo app
FastAPI & Redis	readme-fastapi-redis.md	async-ml-inference	Async ML inference service
Python & Jupyter	readme-mlops.md	mlops-course	MLOps course materials
Flink & Python	readme-local.md	Local Directory	Example using local files

Note

See additional README file examples here.

📌 Roadmap

v1.0 release with new features, bug fixes, and improved performance.
Develop readmeai-vscode extension to generate README files (WIP).
Add new CLI options to enhance README file customization.
- --audit to review existing README files and suggest improvements.
- --template to select a README template style (i.e. ai, data, web, etc.)
- --language to generate README files in any language (i.e. zh-CN, ES, FR, JA, KO, RU)
Develop robust documentation generator to build full project docs (i.e. Sphinx, MkDocs)
Create community-driven templates for README files and gallery of readme-ai examples.
GitHub Actions script to automatically update README file content on repository push.

📒 Changelog

Changelog

🤝 Contributing

To grow the project, we need your help! See the links below to get started.

🎗 License

MIT

👊 Acknowledgments

⬆️ Top

Name		Name	Last commit message	Last commit date
Latest commit History 665 Commits
.github		.github
docs		docs
examples		examples
readmeai		readmeai
scripts		scripts
setup		setup
tests		tests
.dockerignore		.dockerignore
.gitignore		.gitignore
.pre-commit-config.yaml		.pre-commit-config.yaml
.ruff.toml		.ruff.toml
CHANGELOG.md		CHANGELOG.md
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
Dockerfile		Dockerfile
LICENSE		LICENSE
Makefile		Makefile
README.md		README.md
mkdocs.yml		mkdocs.yml
noxfile.py		noxfile.py
poetry.lock		poetry.lock
pyproject.toml		pyproject.toml

License

AIEdX/readme-ai

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README-AI

📍 Overview

👾 Demo

🧬 Features

🚀 Getting Started

⚙️ Installation

Using pip

Using pipx

Using docker

From source

Using bash

Using poetry

🤖 Usage

Environment Variables

Running README-AI

Using pip

Using docker

Using streamlit

From source

Using bash

Using poetry

🧪 Testing

Using pytest

Using nox

🔧 Configuration

Project Badges

Example

Output

Project Logo

🎨 Examples

📌 Roadmap

📒 Changelog

🤝 Contributing

🎗 License

👊 Acknowledgments

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Using `pip`

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Running `README-AI`

Using `pip`

Using `docker`

Using `streamlit`

From `source`

Using `bash`

Using `poetry`

Using `pytest`

Using `nox`

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