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Documentation from your codebase using LLMs

Project description

Repo2Docs: Convert Repositories to Documentation

Inspired by github2file

Repo2Docs is a Python-based tool designed to convert the contents of a repository into comprehensive documentation or diagrams. This tool leverages language model APIs such as OpenAI or Anthropic to process and generate documentation, making it easier for developers to create documentation for their projects.

How It Works

sequenceDiagram
    participant U as User
    participant Main as Main Script
    participant RP as RepoProcessor
    participant TD as TextToDocs
    participant LLM as LLMClient
    U->>Main: Execute with parameters
    Main->>RP: Process repository
    RP->>Main: Return processed text
    Main->>TD: Request documentation type
    TD->>LLM: Request LLM generation
    LLM->>TD: Return generated content
    TD->>Main: Return documentation
    Main->>U: Save documentation to file

Caption: This sequence diagram illustrates the flow of interactions from the user executing the script to the generation and saving of documentation.

Using Repo2Docs

To run Repo2Docs on your local machine, follow these steps:

  1. Install Repo2Docs:

    pip install repo2docs
    
  2. Set Up Environment Variables: Export your OpenAI and Anthropic API keys as environment variables:

    export OPENAI_API_KEY=your_openai_api_key_here
    export ANTHROPIC_API_KEY=your_anthropic_api_key_here
    

    or Input your OpenAI or Anthropic API keys when prompted

  3. Run the Tool:

    cd into the directory where the repo is located

    cd <path_to_repo>
    

    Run the following command to generate documentation:

    repo2docs --dir_path <path_to_repo> --output_file <output_file> --type <type> --llm <llm>
    
    • Leaving dir_path empty will default to the current directory.
    • Leaving output_file empty will default to output.md.
    • Leaving type empty will default to documentation.
      • To generate mobile documentation, use --type mobile.
      • To generate diagrams instead of documentation, use --type diagram.
      • To generate database erd diagrams, use --type database.
      • To use a custom prompt,leave type empty and use --prompt "<prompt>".
    • Leaving llm empty will default to openai.
      • To use Anthropic, use --llm anthropic.
        • Defaults to claude-3-haiku-20240307.
        • To use a specific model, use --llm anthropic:<model>.
      • To use OpenAI, use --llm openai.
        • Defaults to gpt-4-turbo.
        • To use a specific model, use --llm openai:<model>.

Supported File Types

Repo2Docs currently supports processing files with the following extensions: .py, .js, .jsx, .ts, .tsx, .c, .cpp, .h, .hpp. It filters out files from directories like docs, examples, tests, and others that are unlikely to contain useful information for documentation.

Contributing

Contributions to Repo2Docs are welcome! Whether it's adding new features, improving documentation, or reporting issues, feel free to open an issue or submit a pull request.

License

Repo2Docs is released under the MIT License. See the LICENSE file for more details.

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