├── .gitattributes ├── .gitignore ├── LICENSE.txt ├── README.md ├── cli ├── README.md ├── code2docs_cli │ ├── __init__.py │ ├── main.py │ └── utils │ │ ├── __init__.py │ │ ├── file_processes.py │ │ ├── parsers.py │ │ ├── prompt_templates.py │ │ ├── rag.py │ │ ├── scan.py │ │ └── tasks.py ├── poetry.lock ├── pyproject.toml ├── requirements.txt └── tests │ └── __init__.py └── code2docs logo.png /.gitattributes: -------------------------------------------------------------------------------- 1 | # Auto detect text files and perform LF normalization 2 | * text=auto 3 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | */dist/ 3 | **/__pycache__ -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) [2025] [xKarinSan] 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 |

2 | 3 |

4 | 5 | # 🧠 Code2Docs 6 | 7 | **AI-powered tool to generate useful documentation directly from your codebase.** 8 | Streamline your workflow and focus on shipping – not writing endless docs. 9 | 10 | --- 11 | 12 | ## ✨ Features 13 | 14 | - 📄 **Function-level documentation** 15 | Generate concise, readable explanations for your code functions and methods. 16 | 17 | - 🌐 **API endpoint docs** 18 | Parse your backend routes and generate developer-friendly API documentation. 19 | 20 | - 🗃️ **Database schema docs** 21 | Understand and document your database models in plain English. 22 | 23 | - 📝 **Project README generation** *(New)* 24 | Auto-generate a clean README with tech stack, setup steps, and project description. 25 | 26 | - 📊 **Architecture diagrams** *(New)* 27 | Get visual insights into your code structure or API flow. 28 | 29 | --- 30 | 31 | ## 🚀 Why Code2Docs? 32 | 33 | Writing docs is time-consuming and often gets skipped. 34 | Code2Docs uses AI to **generate clean, helpful documentation** from your existing code — saving you hours while improving team collaboration and project maintainability. 35 | 36 | Built for: 37 | - Solo devs & indie hackers 🧑‍💻 38 | - Teams with growing codebases 📈 39 | - Anyone who hates writing README files 😅 40 | 41 | --- 42 | 43 | 🕰️ What We Previously Built 44 | Before pivoting to the CLI, Code2Docs was originally a web-based SaaS platform. It offered similar core features with a visual interface for generating and managing documentation. 45 | 46 | 🎥 Demo of the legacy web version: 47 | [Watch on YouTube](https://www.youtube.com/watch?v=XKGEy3yymLA) 48 | 49 | 🗃️ Legacy repository (archived): 50 | [github.com/xKarinSan/Code2Docs-legacy](https://github.com/xKarinSan/Code2Docs-legacy) 51 | 52 | We learned a lot from the initial version — especially around dev workflows and where automation adds real value — which led to the current CLI pivot. 53 | 54 | --- 55 | 56 | ## 📢 Communications 57 | 58 | - 💬 Join our [Discord Channel](https://discord.gg/qugCeYBYud) 59 | - 📘 View the [CLI README and Setup Guide](https://github.com/xKarinSan/Code2Docs/tree/main/cli) 60 | - 🌐 Visit our [Landing Page](https://code2docs-open-source.netlify.app/) 61 | - 🔗 Follow us on [LinkedIn](https://www.linkedin.com/company/code2docs) 62 | 63 | --- 64 | 65 | ## 🤝 How to Contribute 66 | 67 | We welcome contributions from developers of all levels! Whether it’s fixing a bug, adding a feature, or improving documentation — every bit helps. 68 | 69 | ### 🧩 Ways You Can Help 70 | 🐞 **Report bugs or issues** 71 | Found something broken? Please open an issue to let us know. 72 | 73 | 💡 **Suggest new features or improvements** 74 | Got an idea to make Code2Docs better? We'd love to hear it — open a feature request! 75 | 76 | 🌟 **Submit code contributions** 77 | From small tweaks to new capabilities, pull requests are always welcome. 78 | 79 | 🧼 **Refactor or clean up code** 80 | Notice repeated logic, outdated patterns, or unnecessary complexity? Help us: 81 | - Improve readability and maintainability 82 | - Break large functions into smaller, testable pieces 83 | - Organize code into clearer module structures 84 | - Remove unused imports or dead code 85 | 86 | 📝 **Improve existing documentation** 87 | Good docs are everything! You can contribute by: 88 | - Clarifying CLI usage examples 89 | - Improving descriptions of features 90 | - Fixing typos, formatting, or broken links 91 | - Adding FAQs or setup troubleshooting tips 92 | 93 | 94 | 🧪 **Write or enhance tests** 95 | Help increase reliability and prevent regressions by: 96 | - Adding tests for uncovered features 97 | - Improving test coverage for edge cases 98 | - Refactoring flaky or redundant tests 99 | - Suggesting improvements to test structure or tooling 100 | 101 | 102 | ### 🛠️ Getting Started 103 | 104 | 1. **Fork the repository** 105 | Click the **Fork** button on GitHub and clone your fork locally: 106 | 107 | ```bash 108 | git clone https://github.com/your-username/Code2Docs.git 109 | ``` 110 | 111 | 2. **Install dependencies** 112 | Follow the setup guide in the [CLI README](https://github.com/xKarinSan/Code2Docs/tree/main/cli). 113 | 114 | 3. **Create a new branch** 115 | Use a descriptive name: 116 | 117 | ```bash 118 | git checkout -b feature/add-api-doc-support 119 | ``` 120 | 121 | 4. **Make your changes** and commit: 122 | 123 | ```bash 124 | git commit -m "Commit message" 125 | ``` 126 | 127 | 5. **Push and create a PR** 128 | Push your branch and open a pull request on the main repo: 129 | 130 | ```bash 131 | git push origin feature/add-api-doc-support 132 | ``` 133 | 134 | ### 📋 Contribution Guidelines 135 | 136 | * Open an [issue](https://github.com/xKarinSan/Code2Docs/issues) for any bug reports or feature requests — even before submitting a PR. 137 | * Keep commits focused and descriptive. 138 | * Follow existing code style and structure. 139 | * Link related issues in your PR description if applicable. 140 | * Be kind and respectful — we’re all here to learn and build together! 141 | 142 | --- 143 | 144 | 🛠️ **NOTE:** This repository is under construction! 145 | 146 | 147 | -------------------------------------------------------------------------------- /cli/README.md: -------------------------------------------------------------------------------- 1 | # 🚀 Code2Docs CLI 2 | 3 | **Code2Docs** is an AI-powered CLI tool that helps you generate high-quality documentation for your codebase — including inline docstrings, API documentation, database schema descriptions, and project READMEs. 4 | 5 | > ⚠️ This project is still under active development. Expect new features and improvements regularly. 6 | 7 | 📚 **Base Repo:** [https://github.com/xKarinSan/Code2Docs](https://github.com/xKarinSan/Code2Docs) 8 | 💬 **Community Discord:** [https://discord.gg/qugCeYBYud](https://discord.gg/qugCeYBYud) 9 | 🌐 **Landing Page:** [https://code2docs-open-source.netlify.app/](https://code2docs-open-source.netlify.app/) 10 | 🔗 **LinkedIn:** [https://www.linkedin.com/company/code2docs](https://www.linkedin.com/company/code2docs) 11 | 12 | ## ✨ Features 13 | 14 | - 📄 Inline documentation (docstrings + inline comments) *(beta)* 15 | - 📡 API endpoint documentation *(coming soon)* 16 | - 🧩 Database schema documentation *(coming soon)* 17 | - 📘 README.md generation *(coming soon)* 18 | - 🗂️ Architecture diagram generation *(beta)* 19 | 20 | --- 21 | ## 🔐 Requirements 22 | 23 | - Python 3.8 or newer 24 | - An OpenAI API key 25 | - A Git-initialized codebase 26 | 27 | --- 28 | 29 | ## 🧪 Installation 30 | 31 | 1. Install the CLI: 32 | 33 | ``` 34 | pip install code2docs-cli 35 | ``` 36 | 37 | 2. Run the CLI to verify the installation: 38 | 39 | ``` 40 | c2d 41 | ``` 42 | 43 | --- 44 | 45 | ## 🚀 Getting Started 46 | 47 | To begin using Code2Docs: 48 | 49 | 1. Make sure your project is inside a Git repository. 50 | 2. Get your OpenAI API key from [platform.openai.com](https://platform.openai.com/account/api-keys). 51 | 3. Save your API key locally using: 52 | 53 | ``` 54 | c2d save-key sk-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 55 | ``` 56 | 57 | 4. You’re ready to generate documentation! 58 | 59 | --- 60 | 61 | ## 🛠️ CLI Commands 62 | 63 | ### `--help` 64 | Lists ALL the commands for Code2Docs CLI 65 | 66 | 67 | ### `code-doc`(Beta) 68 | Generates inline documentation (docstrings and comments) for your codebase. 69 | ``` 70 | c2d code-doc 71 | ``` 72 | 73 | ### `api-doc` (Coming Soon) 74 | Generates documentation for your API endpoints. 75 | ``` 76 | c2d api-doc 77 | ``` 78 | 79 | ### `db-doc` (Coming Soon) 80 | Generates documentation for your database schema. 81 | ``` 82 | c2d db-doc 83 | ``` 84 | 85 | ### `readme-doc` (Beta) 86 | Generates a project-level README.md based on your codebase. 87 | ``` 88 | c2d readme-doc 89 | ``` 90 | 91 | ### `archi-doc` (Beta) 92 | Generates an architecture diagram based on the structure of your codebase. 93 | ``` 94 | c2d archi-doc 95 | ``` 96 | 97 | ### `save-key` 98 | Saves your OpenAI API key *locally* for authentication. 99 | ``` 100 | c2d save-key sk-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 101 | ``` 102 | 103 | ### `load-key` 104 | Displays the currently saved OpenAI API key. 105 | ``` 106 | c2d load-key 107 | ``` 108 | 109 | ### `--help` 110 | Displays all available commands and usage. 111 | ``` 112 | c2d --help 113 | ``` 114 | 115 | -------------------------------------------------------------------------------- /cli/code2docs_cli/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xKarinSan/Code2Docs/b4e535cd275db9200404ab4068469d023462e44e/cli/code2docs_cli/__init__.py -------------------------------------------------------------------------------- /cli/code2docs_cli/main.py: -------------------------------------------------------------------------------- 1 | import asyncio 2 | import os 3 | from openai import OpenAI 4 | import sys 5 | from dotenv import load_dotenv 6 | from langchain_openai import ChatOpenAI 7 | from langchain_chroma import Chroma 8 | from langchain_openai import OpenAIEmbeddings 9 | from pathlib import Path 10 | 11 | from .utils.file_processes import create_archi_diagram,create_readme_file 12 | from .utils.rag import read_all_file_contents 13 | from .utils.scan import detect_repo, read_contents, scan_subfolders 14 | from .utils.tasks import run_all 15 | import typer 16 | from rich.console import Console 17 | from rich.panel import Panel 18 | 19 | app = typer.Typer() 20 | console = Console() 21 | 22 | VECTOR_DB_DIR = Path.home() / "code2docs" / "vector_db" 23 | ENV_DIR = Path.home() / "code2docs" 24 | ENV_FILE = ENV_DIR / ".env" 25 | 26 | 27 | 28 | def is_valid_openai_key(api_key: str) -> bool: 29 | 30 | try: 31 | client = OpenAI(api_key=api_key) 32 | client.models.list() 33 | return True 34 | except Exception as e: 35 | console.print(f"⚠️ [yellow]Unexpected error while validating API key: {e}[/yellow]") 36 | return False 37 | 38 | def get_key(key="OPEN_AI_API_KEY"): 39 | """ 40 | Get the API key from the environment variable. 41 | 42 | Parameters: 43 | key (str): The name of the environment variable. 44 | 45 | Returns: 46 | str: The value of the environment variable. 47 | """ 48 | load_dotenv(dotenv_path=ENV_FILE) 49 | return os.getenv(key) 50 | 51 | def under_construction(): 52 | console.print("🚧 [bold yellow]This feature is under construction.[/bold yellow] Stay tuned! 🛠️") 53 | 54 | def scanning_in_progress(): 55 | console.print("🔍 [bold cyan]Scanning your codebase...[/bold cyan] Please wait ⏳") 56 | 57 | def generating_in_progress(): 58 | """ 59 | Display a message indicating that the documentation generation is in progress. 60 | """ 61 | console.print("🛠️ [bold green]Generating documentation...[/bold green] Almost there 🚀") 62 | 63 | @app.command("code-doc") 64 | def create_inline_doc(): 65 | """ 66 | Generate inline documentation (docstrings and comments) for the codebase. (Beta) 67 | """ 68 | OPEN_AI_API_KEY = get_key() 69 | if not OPEN_AI_API_KEY: 70 | console.print("🔑 [bold red]Please set your OpenAI API key first![/bold red]") 71 | return 72 | if not is_valid_openai_key(OPEN_AI_API_KEY): 73 | console.print("❌ [bold red]Invalid OpenAI API key![/bold red]") 74 | return 75 | repo_start = detect_repo() 76 | if not repo_start: 77 | console.print("📁 [bold red]Not inside a Git repository![/bold red]") 78 | return 79 | 80 | scanning_in_progress() 81 | resultant_files = scan_subfolders(repo_start) 82 | read_files = read_contents(resultant_files) 83 | generating_in_progress() 84 | 85 | model = ChatOpenAI(openai_api_key = OPEN_AI_API_KEY) 86 | asyncio.run(run_all(read_files,model)) 87 | console.print("✅ [bold green]Code documentation successfully created![/bold green] 🚀") 88 | 89 | @app.command("api-doc") 90 | def create_api_doc(): 91 | """ 92 | Generate documentation for API endpoints. (Coming soon) 93 | """ 94 | OPEN_AI_API_KEY = get_key() 95 | if not OPEN_AI_API_KEY: 96 | console.print("🔑 [bold red]Please set your OpenAI API key first![/bold red]") 97 | return 98 | if not is_valid_openai_key(OPEN_AI_API_KEY): 99 | console.print("❌ [bold red]Invalid OpenAI API key![/bold red]") 100 | return 101 | if not detect_repo(): 102 | console.print("📁 [bold red]Not inside a Git repository![/bold red]") 103 | return 104 | under_construction() 105 | # scanning_in_progress() 106 | # generating_in_progress() 107 | # console.print("✅ [bold green]API documentation successfully created![/bold green] 🚀") 108 | 109 | @app.command("db-doc") 110 | def create_db_doc(): 111 | """ 112 | Generate documentation for the database schema. (Coming soon) 113 | """ 114 | OPEN_AI_API_KEY = get_key() 115 | if not OPEN_AI_API_KEY: 116 | console.print("🔑 [bold red]Please set your OpenAI API key first![/bold red]") 117 | return 118 | if not is_valid_openai_key(OPEN_AI_API_KEY): 119 | console.print("❌ [bold red]Invalid OpenAI API key![/bold red]") 120 | return 121 | if not detect_repo(): 122 | console.print("📁 [bold red]Not inside a Git repository![/bold red]") 123 | return 124 | under_construction() 125 | # scanning_in_progress() 126 | # generating_in_progress() 127 | # console.print("✅ [bold green]Database schema documentation successfully created![/bold green] 🚀") 128 | 129 | @app.command("readme-doc") 130 | def create_readme_doc(): 131 | """ 132 | Generate a comprehensive README.md for the project. (Beta) 133 | """ 134 | OPEN_AI_API_KEY = get_key() 135 | if not OPEN_AI_API_KEY: 136 | console.print("🔑 [bold red]Please set your OpenAI API key first![/bold red]") 137 | return 138 | if not is_valid_openai_key(OPEN_AI_API_KEY): 139 | console.print("❌ [bold red]Invalid OpenAI API key![/bold red]") 140 | return 141 | repo_start = detect_repo() 142 | if not repo_start: 143 | console.print("📁 [bold red]Not inside a Git repository![/bold red]") 144 | return 145 | 146 | embeddings = OpenAIEmbeddings(api_key=OPEN_AI_API_KEY, model="text-embedding-3-large") 147 | vector_store = Chroma( 148 | collection_name="c2d", 149 | embedding_function=embeddings, 150 | persist_directory=str(VECTOR_DB_DIR), 151 | ) 152 | vector_store.reset_collection() 153 | 154 | scanning_in_progress() 155 | resultant_files = scan_subfolders(repo_start) 156 | read_files = read_contents(resultant_files) 157 | generating_in_progress() 158 | 159 | model = ChatOpenAI(openai_api_key = OPEN_AI_API_KEY) 160 | documents, _ = read_all_file_contents(read_files) 161 | vector_store.add_documents(documents) 162 | 163 | create_readme_file(vector_store,model,str(repo_start)) 164 | console.print("✅ [bold green]Project README documentation successfully created![/bold green] 🚀") 165 | 166 | @app.command("archi-doc") 167 | def create_archi_doc(): 168 | """ 169 | Generate architecture diagrams for the codebase. (Beta) 170 | """ 171 | OPEN_AI_API_KEY = get_key() 172 | if not OPEN_AI_API_KEY: 173 | console.print("🔑 [bold red]Please set your OpenAI API key first![/bold red]") 174 | return 175 | if not is_valid_openai_key(OPEN_AI_API_KEY): 176 | console.print("❌ [bold red]Invalid OpenAI API key![/bold red]") 177 | return 178 | repo_start = detect_repo() 179 | if not repo_start: 180 | console.print("📁 [bold red]Not inside a Git repository![/bold red]") 181 | return 182 | 183 | embeddings = OpenAIEmbeddings(api_key=OPEN_AI_API_KEY, model="text-embedding-3-large") 184 | vector_store = Chroma( 185 | collection_name="c2d", 186 | embedding_function=embeddings, 187 | persist_directory=str(VECTOR_DB_DIR), 188 | ) 189 | vector_store.reset_collection() 190 | 191 | scanning_in_progress() 192 | resultant_files = scan_subfolders(repo_start) 193 | read_files = read_contents(resultant_files) 194 | generating_in_progress() 195 | 196 | model = ChatOpenAI(openai_api_key = OPEN_AI_API_KEY) 197 | documents, _ = read_all_file_contents(read_files) 198 | vector_store.add_documents(documents) 199 | 200 | create_archi_diagram(vector_store, model, str(repo_start)) 201 | console.print("✅ [bold green]Project architecture documentation successfully created![/bold green] 🚀") 202 | 203 | @app.command("save-key") 204 | def save_key(api_key): 205 | """ 206 | Save the OpenAI API key securely to the local environment file. 207 | 208 | Parameters: 209 | api_key (str): The OpenAI API key to be saved. 210 | """ 211 | with open(ENV_FILE, "w") as f: 212 | f.write(f"OPEN_AI_API_KEY={api_key}\n") 213 | console.print("🔑 [bold green]API key saved successfully![/bold green] 🚀") 214 | 215 | @app.command("load-key") 216 | def load_key(): 217 | """ 218 | Load and display the saved OpenAI API key from the environment file. 219 | """ 220 | API_KEY = get_key() 221 | console.print("OPEN AI API key:", API_KEY) 222 | 223 | def main(): 224 | if not os.path.exists(ENV_DIR): 225 | os.makedirs(ENV_DIR) 226 | 227 | if len(sys.argv) == 1: 228 | console.print( 229 | Panel.fit( 230 | "[bold cyan]✨ Welcome to Code2Docs CLI ✨[/bold cyan]\n\n" 231 | "[white]Your AI-powered documentation assistant 🧠📄[/white]\n\n" 232 | "[green]Usage:[/green] Run [bold]c2d[command][/bold] to get started\n" 233 | "[green]Help:[/green] Add [bold]--help[/bold] to view options\n\n" 234 | "[dim]Happy documenting! 🚀[/dim]", 235 | title="📘 Code2Docs", 236 | border_style="bright_blue", 237 | ) 238 | ) 239 | return 240 | app() 241 | 242 | if __name__ == "__main__": 243 | main() -------------------------------------------------------------------------------- /cli/code2docs_cli/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xKarinSan/Code2Docs/b4e535cd275db9200404ab4068469d023462e44e/cli/code2docs_cli/utils/__init__.py -------------------------------------------------------------------------------- /cli/code2docs_cli/utils/file_processes.py: -------------------------------------------------------------------------------- 1 | from .prompt_templates import inline_doc_prompt, architecutre_diagram_prompt, readme_doc_prompt 2 | from .parsers import SimpleOutputParser 3 | 4 | def document_code_file(file_path: str, code: str, extension: str,model): 5 | 6 | print(f"[✏️] Documenting: {file_path} ({extension})") 7 | chain = inline_doc_prompt | model | SimpleOutputParser() 8 | 9 | try: 10 | result = chain.invoke({"code": code, "language": extension}) 11 | with open(file_path, "w", encoding="utf-8") as f: 12 | f.write(result) 13 | print(f"[✅] Finished: {file_path}") 14 | except Exception as e: 15 | print(f"[❌] Error processing {file_path}: {e}") 16 | 17 | 18 | def clean_mermaid_format(output:str): 19 | output = output.strip() 20 | if output.startswith("```mermaid"): 21 | output = output[len("```mermaid"):].strip() 22 | if output.startswith("```"): 23 | output = output[len("```"):].strip() 24 | if output.endswith("```"): 25 | output = output[:-3].strip() 26 | return output 27 | 28 | def create_archi_diagram(vector_store,model,location): 29 | results = vector_store.similarity_search( 30 | query="What are the main components and their relationships in the codebase?", 31 | k=60 32 | ) 33 | key_extensions = { 34 | ".py", 35 | ".js", 36 | ".ts", 37 | ".java", 38 | ".cs", 39 | ".cpp", 40 | ".c", 41 | ".go", 42 | ".rb", 43 | ".php", 44 | ".rs", 45 | ".kt", 46 | ".swift", 47 | ".scala", 48 | ".sh", 49 | ".pl", 50 | ".dart", 51 | ".html", 52 | ".css", 53 | ".json", 54 | ".xml", 55 | ".yml", 56 | ".yaml", 57 | ".sql", 58 | ".jsx", 59 | ".tsx", 60 | } 61 | 62 | filtered_docs = [] 63 | for doc in results: 64 | metadata = doc.metadata 65 | ext = metadata.get("extension", "").lower() 66 | if ext and (ext.startswith(".") and ext in key_extensions) or (f".{ext}" in key_extensions): 67 | filtered_docs.append(doc.page_content) 68 | 69 | full_context = "\n".join(filtered_docs) 70 | 71 | chain = architecutre_diagram_prompt | model 72 | completed_diagram = chain.invoke({"context": full_context}).content 73 | completed_diagram = clean_mermaid_format(completed_diagram) 74 | with open(location+"/c2d_archi_diagram.md", "w") as f: 75 | f.write(completed_diagram) 76 | 77 | 78 | def create_readme_file(vector_store,model,location): 79 | results = vector_store.similarity_search( 80 | query="Summarize the purpose, technologies, environment setup, and running instructions of the entire project.", 81 | k=50 82 | ) 83 | key_extensions = { 84 | ".py", 85 | ".js", 86 | ".ts", 87 | ".java", 88 | ".cs", 89 | ".cpp", 90 | ".c", 91 | ".go", 92 | ".rb", 93 | ".php", 94 | ".rs", 95 | ".kt", 96 | ".swift", 97 | ".scala", 98 | ".sh", 99 | ".pl", 100 | ".dart", 101 | ".html", 102 | ".css", 103 | ".json", 104 | ".xml", 105 | ".yml", 106 | ".yaml", 107 | ".sql", 108 | ".jsx", 109 | ".tsx", 110 | } 111 | 112 | filtered_docs = [] 113 | for doc in results: 114 | metadata = doc.metadata 115 | ext = metadata.get("extension", "").lower() 116 | if ext and (ext.startswith(".") and ext in key_extensions) or (f".{ext}" in key_extensions): 117 | filtered_docs.append(doc.page_content) 118 | 119 | full_context = "\n".join(filtered_docs) 120 | 121 | chain = readme_doc_prompt | model 122 | completed_diagram = chain.invoke({"context": full_context}).content 123 | completed_diagram = clean_mermaid_format(completed_diagram) 124 | with open(location+"/c2d_readme.md", "w") as f: 125 | f.write(completed_diagram) 126 | -------------------------------------------------------------------------------- /cli/code2docs_cli/utils/parsers.py: -------------------------------------------------------------------------------- 1 | from langchain.schema import BaseOutputParser 2 | class SimpleOutputParser(BaseOutputParser): 3 | def parse(self, text: str) -> str: 4 | return text.strip() -------------------------------------------------------------------------------- /cli/code2docs_cli/utils/prompt_templates.py: -------------------------------------------------------------------------------- 1 | from langchain.prompts.chat import ChatPromptTemplate 2 | """ 3 | For inline docs 4 | """ 5 | 6 | inline_doc_templates = ''' 7 | You are an expert code reader and documentation assistant. 8 | Your task is to overwrite each source file by adding high-quality inline documentation: docstrings and inline comments that explain the code's purpose, structure, and logic. 9 | 10 | ⚠️ CRITICAL PRESERVATION REQUIREMENTS: 11 | 12 | 1. PROCESS OVERVIEW: First READ the entire file to understand it. Then ADD documentation only. NEVER MODIFY existing code. 13 | 14 | 2. IMPORTS PRESERVATION: 15 | - Every import statement is SACRED. Compare your final output with the original to ensure ALL imports exist exactly as they were. 16 | - This applies to ALL import mechanisms: import statements, require calls, includes, uses, using directives, etc. 17 | - This applies to ALL languages and frameworks: JavaScript, TypeScript, Python, Java, Go, Ruby, PHP, C#, Rust, React, Vue, Angular, etc. 18 | - Even if an import appears unused, duplicated, or unnecessary, you MUST preserve it unchanged. 19 | - Check the EXACT order, spacing, and formatting of imports in your final output. 20 | 21 | 3. STRICT CONTENT PRESERVATION: 22 | - Character-for-character preservation of ALL code logic. 23 | - Do NOT change, remove, reorder, or reformat ANY code. 24 | - Do NOT rename ANY identifiers (variables, functions, classes, etc.). 25 | - Do NOT modify indentation, line breaks, or spacing patterns. 26 | - Do NOT fix any perceived errors, style issues, or inefficiencies. 27 | - Do NOT add or remove semicolons, brackets, or parentheses. 28 | 29 | 4. SPECIAL BLOCKS: 30 | - Any code between comment markers like: 31 | ``` 32 | // DO NOT TOUCH THIS LINE: IMPORTS START 33 | ... 34 | // DO NOT TOUCH THIS LINE: IMPORTS END 35 | ``` 36 | must be preserved character-for-character with identical whitespace. 37 | 38 | ✅ YOUR ONLY PERMITTED ACTIONS: 39 | - Add docstrings above functions, classes, and modules. 40 | - Add inline comments (using language-appropriate syntax) to explain logic. 41 | - Ensure comments follow language-specific conventions. 42 | 43 | 🔍 VERIFICATION PROCESS: 44 | 1. After adding documentation, run a COMPLETE line-by-line comparison with the original code. 45 | 2. Verify that ALL import statements remain EXACTLY as in the original. 46 | 3. Verify ALL code logic remains unchanged. 47 | 4. Only proceed if the comparison confirms all requirements are met. 48 | 49 | 🧩 OUTPUT FORMAT: 50 | - Return the ENTIRE modified file. 51 | - Do NOT wrap your output in code blocks or markdown formatting. 52 | - Do NOT include any explanation outside the documented code itself. 53 | 54 | 📝 DOCSTRING CONVENTIONS: 55 | - Function docstrings: Document purpose, parameters, return values, exceptions. 56 | - Class docstrings: Document purpose, attributes, methods. 57 | - Module docstrings: Document purpose, high-level functionality. 58 | - Use language-appropriate docstring formats (Python: triple quotes, JS/TS: JSDoc, etc.) 59 | 60 | ⚠️ FINAL VERIFICATION: After completing your work, perform one final check specifically for imports and dependencies to ensure not a single one was modified or removed. 61 | 62 | ''' 63 | 64 | inline_doc_user_template = "Language:{language} \n {code}" 65 | 66 | inline_doc_prompt = ChatPromptTemplate.from_template(inline_doc_templates + "\n\n" + inline_doc_user_template) 67 | 68 | 69 | """ 70 | For the architectural diagram 71 | """ 72 | 73 | architecture_diagram_system_template = """ 74 | You are a senior software architect. Your job is to analyze codebases and generate accurate, high-level architecture diagrams using Mermaid. 75 | Analyze the structure and purpose of the following. Determine its architectural style or design pattern if applicable (e.g., monolithic, client-server, layered, microservices, modular, or single-purpose). 76 | Then, generate a high-level architecture diagram that shows the main components and how they interact or relate to each other. 77 | 78 | Abstract the system into logical components such as: 79 | - Frontend or UI layer (if any) 80 | - Backend or API services 81 | - Databases or storage 82 | - Background jobs, workers, or schedulers 83 | - Third-party integrations or cloud services 84 | - Configuration or environment dependencies 85 | - Core modules or internal layers (e.g., Compiler, CLI, SDK, etc.) 86 | 87 | Use Mermaid syntax in graph TD layout: 88 | - Group related parts into subgraph blocks (e.g., Frontend, Backend, Database, External Services, Core Modules). 89 | - Show connections both within subgraphs and between subgraphs, if components interact. 90 | - Use directional arrows to show communication flow, data flow, or dependency relationships. 91 | - Label each node with concise, meaningful names (e.g., React Frontend, Node.js API, Redis Cache, GitHub API, .env Config, Parser Module, CLI Entry Point). 92 | 93 | ✅ Only output a valid Mermaid diagram inside a code block. 94 | 🚫 Do not include file paths, filenames, explanations, or extra markdown. 95 | 96 | Example: 97 | 98 | graph TD 99 | subgraph Frontend 100 | A[Next.js App] 101 | end 102 | subgraph Backend 103 | B[Express.js Server] 104 | B --> C[(PostgreSQL)] 105 | B --> D[Stripe API] 106 | B --> E[.env Configuration] 107 | end 108 | A --> B 109 | 110 | Additional guidelines: 111 | - If the context includes too much information, focus on the components most essential to the system’s functionality and architecture. 112 | - %% Only include high-level logical components, not file names. 113 | """ 114 | 115 | rag_user_codebase = """ 116 | Given the following codebase:\n\n 117 | {context} 118 | """ 119 | 120 | architecutre_diagram_prompt = ChatPromptTemplate( 121 | [ 122 | ("system",architecture_diagram_system_template), 123 | ("user",rag_user_codebase) 124 | ] 125 | ) 126 | 127 | 128 | """ 129 | For the readme.md doc 130 | """ 131 | readme_doc_system_template = """ 132 | You are an expert software engineer who writes clean, production-ready README.md files for codebases. 133 | 134 | Your task: 135 | - Only generate a professional README.md file. 136 | - Only use clean and valid markdown formatting. 137 | - Strictly include the following sections, in this order: 138 | 1. **Project Description** – Explain what the project does and its purpose. 139 | 2. **Tech Stack** – List the programming languages, libraries, and frameworks used. 140 | 3. **Environment Variables** – Mention any environment variables required (e.g., API keys, DB configs). 141 | 4. **Setup Instructions** – Include steps to install dependencies and set up the environment. 142 | 5. **Running Instructions** – Provide commands or steps to run the project locally or in production. 143 | 144 | Important Rules: 145 | - Do NOT generate any Mermaid diagrams. 146 | - Do NOT generate architecture diagrams. 147 | - Do NOT add extra sections beyond the 5 listed. 148 | - Do NOT explain your reasoning. 149 | - Do NOT add comments, tips, or additional markdown outside the 5 sections. 150 | - Focus on being concise but informative. 151 | - Only output pure markdown content for the README.md file. 152 | """ 153 | 154 | 155 | readme_doc_prompt = ChatPromptTemplate( 156 | [ 157 | ("system",readme_doc_system_template), 158 | ("user",rag_user_codebase) 159 | ] 160 | ) -------------------------------------------------------------------------------- /cli/code2docs_cli/utils/rag.py: -------------------------------------------------------------------------------- 1 | from uuid import uuid4 2 | from langchain_core.documents import Document 3 | from langchain.text_splitter import RecursiveCharacterTextSplitter 4 | 5 | def read_all_file_contents(read_files,chunk_size=500, chunk_overlap=75): 6 | """ 7 | Convert the files into LangChain Document objects. 8 | """ 9 | text_splitter = RecursiveCharacterTextSplitter( 10 | chunk_size=chunk_size, 11 | chunk_overlap=chunk_overlap, 12 | separators=["\n\n", "\n", " ", ""] 13 | ) 14 | documents = [] 15 | id = 0 16 | for file in read_files: 17 | chunks = text_splitter.split_text(file["contents"]) 18 | for idx, chunk in enumerate(chunks): 19 | new_doc = Document( 20 | page_content=chunk, 21 | metadata={ 22 | "source": file["filePath"], 23 | "extension": file["extension"], 24 | "id": id, 25 | }, 26 | ) 27 | id += 1 28 | documents.append(new_doc) 29 | uuids = [str(uuid4()) for _ in range(len(documents))] 30 | return documents, uuids -------------------------------------------------------------------------------- /cli/code2docs_cli/utils/scan.py: -------------------------------------------------------------------------------- 1 | from pathlib import Path 2 | import pathspec 3 | 4 | import os 5 | 6 | programming_extensions = [ 7 | ".py", 8 | ".js", 9 | ".ts", 10 | ".java", 11 | ".cs", 12 | ".cpp", 13 | ".c", 14 | ".go", 15 | ".rb", 16 | ".php", 17 | ".rs", 18 | ".kt", 19 | ".swift", 20 | ".scala", 21 | ".sh", 22 | ".pl", 23 | ".dart", 24 | ".html", 25 | ".css", 26 | ".json", 27 | ".xml", 28 | ".yml", 29 | ".yaml", 30 | ".sql", 31 | ".jsx", 32 | ".tsx", 33 | ] 34 | 35 | 36 | def detect_repo(): 37 | current_path = Path.cwd() 38 | for path in [current_path] + list(current_path.parents): 39 | if (path / ".git").exists(): 40 | return path 41 | return "" 42 | 43 | def scan_subfolders(path): 44 | """ 45 | Scans all subfolders for source code files and returns their paths, 46 | skipping dependency/config/lock files like package.json, yarn.lock, etc. 47 | """ 48 | 49 | # Supported programming-related file extensions 50 | programming_extensions = { 51 | ".py", ".js", ".ts", ".java", ".cs", ".cpp", ".c", ".go", ".rb", 52 | ".php", ".rs", ".kt", ".swift", ".scala", ".sh", ".pl", ".dart", 53 | ".html", ".css", ".json", ".xml", ".yml", ".yaml", ".sql", ".jsx", 54 | ".tsx", ".vue", ".svelte" 55 | } 56 | 57 | # Filenames to skip (dependency/config/lock/build) 58 | skip_filenames = { 59 | "package.json", "package-lock.json", "yarn.lock", "requirements.txt", 60 | "Pipfile", "Pipfile.lock", "poetry.lock", "go.mod", "go.sum", 61 | "build.gradle", "settings.gradle", "pom.xml", 62 | ".env", "Makefile", "Dockerfile", "Cargo.toml", "Cargo.lock", 63 | "tsconfig.json", "vite.config.js", "babel.config.js", 64 | "next.config.js", "jest.config.js", "webpack.config.js","manifest.json", 65 | "index.html", "index.css", "index.js", "index.ts","__init__.py", 66 | "tsconfig.node.json", "vite.config.ts", "vite-env.d.ts", "vercel.json", 67 | "typings.d.ts", "index.spec.ts", "swagger.json", ".github/workflows/node.js.yml" 68 | } 69 | 70 | ignored_paths = set(get_gitignored_contents(path)) if path else set() 71 | 72 | res_files = [] 73 | 74 | for root, _, files in os.walk(path, topdown=True): 75 | 76 | # ensure to skip gitignore 77 | for file in files: 78 | full_path = Path(root) / file 79 | ext = os.path.splitext(file)[1] 80 | if str(full_path.resolve()) in ignored_paths: 81 | continue 82 | if ext in programming_extensions and file not in skip_filenames: 83 | res_files.append(os.path.join(root, file)) 84 | 85 | for i in res_files: 86 | print("file: ",i) 87 | 88 | return res_files 89 | 90 | def get_gitignored_contents(base_path="."): 91 | """ 92 | Recursively collects ignored file/folder paths across all `.gitignore` files 93 | in the project directory, including contents of ignored folders. 94 | """ 95 | base_path = Path(base_path).resolve() 96 | ignored = set() 97 | cumulative_spec = pathspec.PathSpec([]) 98 | 99 | for root, dirs, files in os.walk(base_path, topdown=True): 100 | current_path = Path(root) 101 | gitignore_file = current_path / ".gitignore" 102 | 103 | # Parse .gitignore in current folder 104 | if gitignore_file.exists(): 105 | try: 106 | lines = gitignore_file.read_text().splitlines() 107 | patterns = [line for line in lines if line.strip() and not line.strip().startswith("#")] 108 | spec = pathspec.PathSpec.from_lines("gitwildmatch", patterns) 109 | cumulative_spec = cumulative_spec + spec 110 | except Exception as e: 111 | print(f"⚠️ Could not parse {gitignore_file}: {e}") 112 | 113 | # Skip ignored directories and collect full subtree 114 | for d in list(dirs): 115 | rel_path = (current_path / d).relative_to(base_path) 116 | abs_path = (current_path / d).resolve() 117 | if cumulative_spec.match_file(str(rel_path)): 118 | for sub_root, sub_dirs, sub_files in os.walk(abs_path): 119 | for f in sub_files: 120 | ignored.add(str(Path(sub_root) / f)) 121 | for sd in sub_dirs: 122 | ignored.add(str(Path(sub_root) / sd)) 123 | ignored.add(str(abs_path)) 124 | dirs.remove(d) 125 | 126 | # Check ignored files 127 | for f in files: 128 | rel_path = (current_path / f).relative_to(base_path) 129 | abs_path = (current_path / f).resolve() 130 | if cumulative_spec.match_file(str(rel_path)): 131 | ignored.add(str(abs_path)) 132 | 133 | return ignored 134 | 135 | 136 | 137 | 138 | def read_contents(files_to_read): 139 | res = [] 140 | for file in files_to_read: 141 | try: 142 | extension = os.path.splitext(file)[1].lstrip(".") 143 | with open(file, "r", encoding="utf-8") as f: 144 | print(file) 145 | res.append({ 146 | "filePath": file, 147 | "extension": extension, 148 | "contents":f.read() 149 | }) 150 | except Exception as e: 151 | print(f"Could not read {file}: {e}") 152 | return [] 153 | 154 | return res 155 | 156 | if __name__ == "__main__": 157 | resultant_files = scan_subfolders() 158 | read_files = read_contents(resultant_files) 159 | for file in read_files: 160 | print(file) 161 | -------------------------------------------------------------------------------- /cli/code2docs_cli/utils/tasks.py: -------------------------------------------------------------------------------- 1 | import 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requires = ["poetry-core"] 24 | build-backend = "poetry.core.masonry.api" 25 | -------------------------------------------------------------------------------- /cli/requirements.txt: -------------------------------------------------------------------------------- 1 | langchain==0.3.23 2 | langchain_chroma==0.2.2 3 | langchain_core==0.3.51 4 | langchain_openai==0.3.12 5 | openai==1.74.0 6 | pathspec==0.12.1 7 | python-dotenv==1.1.0 8 | rich==14.0.0 9 | typer==0.15.2 10 | -------------------------------------------------------------------------------- /cli/tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xKarinSan/Code2Docs/b4e535cd275db9200404ab4068469d023462e44e/cli/tests/__init__.py -------------------------------------------------------------------------------- /code2docs logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xKarinSan/Code2Docs/b4e535cd275db9200404ab4068469d023462e44e/code2docs logo.png --------------------------------------------------------------------------------