├── .python-version ├── src └── repo_guide │ ├── __init__.py │ ├── __main__.py │ └── cli.py ├── .gitignore ├── .gitattributes ├── .pre-commit-config.yaml ├── .github └── workflows │ ├── test.yml │ ├── publish.yml │ └── publish_site.yml ├── pyproject.toml ├── README.md ├── tests └── test_repo_guide.py ├── LICENSE └── uv.lock /.python-version: -------------------------------------------------------------------------------- 1 | 3.11 2 | -------------------------------------------------------------------------------- /src/repo_guide/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/repo_guide/__main__.py: -------------------------------------------------------------------------------- 1 | from .cli import cli 2 | 3 | if __name__ == "__main__": 4 | cli() 5 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .venv 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | venv 6 | .eggs 7 | .pytest_cache 8 | *.egg-info 9 | .DS_Store 10 | .vscode/ 11 | -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- 1 | # Set the default behavior, in case people don't have core.autocrlf set. 2 | * text=auto 3 | 4 | # Explicitly declare text files you want to always be normalized and converted 5 | # to native line endings on checkout. 6 | *.py text 7 | *.txt text 8 | *.rst text 9 | *.md text 10 | -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- 1 | # See https://pre-commit.com for more information 2 | # See https://pre-commit.com/hooks.html for more hooks 3 | repos: 4 | - repo: https://github.com/astral-sh/ruff-pre-commit 5 | # Ruff version. 6 | rev: v0.12.1 7 | hooks: 8 | # Run the linter. 9 | - id: ruff 10 | args: [ --fix ] 11 | # Run the formatter. 12 | - id: ruff-format 13 | - repo: https://github.com/RobertCraigie/pyright-python 14 | rev: v1.1.402 15 | hooks: 16 | - id: pyright 17 | 18 | ci: 19 | skip: [pyright] 20 | -------------------------------------------------------------------------------- /.github/workflows/test.yml: -------------------------------------------------------------------------------- 1 | name: Test 2 | 3 | on: [push, pull_request] 4 | 5 | permissions: 6 | contents: read 7 | 8 | jobs: 9 | test: 10 | runs-on: ubuntu-latest 11 | strategy: 12 | matrix: 13 | python-version: ["3.11", "3.12", "3.13"] 14 | steps: 15 | - uses: actions/checkout@v4 16 | - name: Install uv 17 | uses: astral-sh/setup-uv@v5 18 | - name: Set up Python ${{ matrix.python-version }} 19 | run: uv python install ${{ matrix.python-version }} 20 | - name: Install the project 21 | run: uv sync --dev 22 | - name: Run tests 23 | run: uv run pytest 24 | -------------------------------------------------------------------------------- /.github/workflows/publish.yml: -------------------------------------------------------------------------------- 1 | name: Publish Python Package 2 | 3 | on: 4 | release: 5 | types: [created] 6 | 7 | permissions: 8 | contents: read 9 | 10 | jobs: 11 | test: 12 | runs-on: ubuntu-latest 13 | strategy: 14 | matrix: 15 | python-version: ["3.11", "3.12", "3.13"] 16 | steps: 17 | - uses: actions/checkout@v4 18 | - name: Install uv 19 | uses: astral-sh/setup-uv@v5 20 | - name: Set up Python ${{ matrix.python-version }} 21 | run: uv python install ${{ matrix.python-version }} 22 | - name: Install the project 23 | run: uv sync --dev 24 | - name: Run tests 25 | run: uv run pytest 26 | deploy: 27 | runs-on: ubuntu-latest 28 | needs: [test] 29 | environment: release 30 | permissions: 31 | id-token: write 32 | steps: 33 | - uses: actions/checkout@v4 34 | - name: Install uv 35 | uses: astral-sh/setup-uv@v5 36 | - name: Set up Python 37 | run: uv python install 38 | - name: Install the project 39 | run: uv sync --dev 40 | - name: Build 41 | run: uv build 42 | - name: Publish 43 | uses: pypa/gh-action-pypi-publish@release/v1 44 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [project] 2 | name = "repo-guide" 3 | version = "0.7.0" 4 | description = "Use AI to generate guides to code repositories." 5 | readme = "README.md" 6 | authors = [{name = "James Stout"}] 7 | requires-python = ">=3.11" 8 | classifiers = [ 9 | "License :: OSI Approved :: Apache Software License" 10 | ] 11 | dependencies = [ 12 | "bleach-allowlist>=1.0.3", 13 | "bleach>=6.2.0", 14 | "click", 15 | "gitpython>=3.1.43", 16 | "llm-gemini>=0.10", 17 | "llm>=0.19a0", 18 | "mkdocs-material>=9.5.46", 19 | "mkdocs>=1.6.1", 20 | "tqdm>=4.67.1", 21 | "tiktoken>=0.8.0", 22 | ] 23 | 24 | [project.optional-dependencies] 25 | magika = [ 26 | "magika>=0.6.0rc3", 27 | ] 28 | 29 | [build-system] 30 | requires = ["hatchling"] 31 | build-backend = "hatchling.build" 32 | 33 | [project.urls] 34 | Homepage = "https://github.com/wolfmanstout/repo-guide" 35 | Changelog = "https://github.com/wolfmanstout/repo-guide/releases" 36 | Issues = "https://github.com/wolfmanstout/repo-guide/issues" 37 | CI = "https://github.com/wolfmanstout/repo-guide/actions" 38 | 39 | [project.scripts] 40 | repo-guide = "repo_guide.cli:cli" 41 | 42 | [dependency-groups] 43 | dev = [ 44 | "pytest", 45 | ] 46 | 47 | [tool.ruff.lint] 48 | select = [ 49 | # pycodestyle 50 | "E", 51 | # Pyflakes 52 | "F", 53 | # pyupgrade 54 | "UP", 55 | # flake8-bugbear 56 | "B", 57 | # flake8-simplify 58 | "SIM", 59 | # isort 60 | "I", 61 | ] 62 | ignore = ["E501", "SIM105", "SIM116", "UP045"] 63 | 64 | [tool.pyright] 65 | venvPath = "." 66 | venv = ".venv" 67 | -------------------------------------------------------------------------------- /.github/workflows/publish_site.yml: -------------------------------------------------------------------------------- 1 | # Based on https://squidfunk.github.io/mkdocs-material/publishing-your-site/#with-github-actions-material-for-mkdocs 2 | 3 | name: Publish self-documentation generated by repo-guide 4 | 5 | on: 6 | release: 7 | types: [created] 8 | workflow_dispatch: 9 | 10 | permissions: 11 | contents: write 12 | 13 | jobs: 14 | test: 15 | runs-on: ubuntu-latest 16 | strategy: 17 | matrix: 18 | python-version: ["3.11", "3.12", "3.13"] 19 | steps: 20 | - uses: actions/checkout@v4 21 | - name: Install uv 22 | uses: astral-sh/setup-uv@v5 23 | - name: Set up Python ${{ matrix.python-version }} 24 | run: uv python install ${{ matrix.python-version }} 25 | - name: Install the project 26 | run: uv sync --dev 27 | - name: Run tests 28 | run: uv run pytest 29 | deploy: 30 | runs-on: ubuntu-latest 31 | needs: [test] 32 | steps: 33 | - uses: actions/checkout@v4 34 | - name: Configure Git Credentials 35 | run: | 36 | git config user.name github-actions[bot] 37 | git config user.email 41898282+github-actions[bot]@users.noreply.github.com 38 | - name: Install uv 39 | uses: astral-sh/setup-uv@v5 40 | - name: Set up Python 41 | run: uv python install 42 | - run: echo "cache_id=$(date --utc '+%V')" >> $GITHUB_ENV 43 | - uses: actions/cache@v4 44 | with: 45 | key: mkdocs-material-${{ env.cache_id }} 46 | path: .cache 47 | restore-keys: | 48 | mkdocs-material- 49 | - name: Install the project 50 | run: uv sync --dev 51 | - name: Build and deploy the docs 52 | env: 53 | LLM_GEMINI_KEY: ${{ secrets.LLM_GEMINI_KEY }} 54 | run: uv run repo-guide . --gh-deploy --no-serve -v --ignore=uv.lock --google-analytics-id=G-8S5FQCP6K4 55 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # repo-guide 2 | 3 | [![PyPI](https://img.shields.io/pypi/v/repo-guide.svg)](https://pypi.org/project/repo-guide/) 4 | [![Changelog](https://img.shields.io/github/v/release/wolfmanstout/repo-guide?include_prereleases&label=changelog)](https://github.com/wolfmanstout/repo-guide/releases) 5 | [![Tests](https://github.com/wolfmanstout/repo-guide/actions/workflows/test.yml/badge.svg)](https://github.com/wolfmanstout/repo-guide/actions/workflows/test.yml) 6 | [![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://github.com/wolfmanstout/repo-guide/blob/master/LICENSE) 7 | 8 | Use AI to generate guides to code repositories. 9 | 10 | > _NEO:_ Can you fly that thing? 11 | > _TRINITY:_ Not yet. Tank, I need a pilot program for a military B-212 helicopter. Hurry! 12 | > _[seconds later ...]_ 13 | > _TRINITY:_ Let's go. 14 | > 15 | > — _The Matrix (1999)_ 16 | 17 | You can see the output of repo-guide on its own repository at 18 | https://wolfmanstout.github.io/repo-guide/. This is automatically generated and 19 | published after every release. As of 1/4/2025, this consumes under 25K tokens on 20 | each run and costs less than 1 cent on Gemini 1.5 Flash (in fact it's using 21 | Gemini 2.0 Experimental, which is currently free). 22 | 23 | **NOTE**: The guides generated by `repo-guide` are designed to complement, not 24 | replace, human-authored documentation. This project aims to make open source 25 | contribution more accessible by providing detailed guides that go beyond what's 26 | practical for human authors to maintain. We intend to empower the end-user, and 27 | never be perceived as [AI slop](https://en.wikipedia.org/wiki/AI_slop). Every 28 | page of documentation includes an "AI-generated" notice in the footer for full 29 | transparency. 30 | 31 | For more on why I built this, check out my blog post: [Repo-guide: Mapping Code 32 | Repositories with 33 | AI](https://handsfreecoding.org/2025/01/04/repo-guide-mapping-code-repositories-with-ai/). 34 | 35 | ## Installation 36 | 37 | Install this tool using `pip`, `pipx`, or `uv tool install`, e.g.: 38 | 39 | ```bash 40 | pip install repo-guide 41 | ``` 42 | 43 | By default it uses Gemini Flash as the AI model, which [requires an API 44 | key](https://ai.google.dev/gemini-api/docs/api-key). You can either set the 45 | `LLM_GEMINI_KEY` environment variable or [install Simon Willison's 46 | LLM command-line tool](https://llm.datasette.io/) and use [`llm keys set 47 | gemini`](https://llm.datasette.io/en/stable/setup.html#saving-and-using-stored-keys) 48 | to store your key in a configuration file. 49 | 50 | **DISCLAIMER**: LLM API calls may cost money. Although this tool displays token 51 | counts and provides methods to limit token usage, you are ultimately responsible 52 | for any costs incurred, including costs that may be higher than expected due to 53 | bugs in this tool. Consider setting hard limits or other protections in your API 54 | accounts where possible. 55 | 56 | ## Usage 57 | 58 | This tool currently only supports Git repositories, with some additional 59 | features for GitHub repositories (e.g. links to files). 60 | 61 | Typical usage: 62 | 63 | ``` 64 | repo-guide 65 | ``` 66 | 67 | This will create a `generated_docs` directory within the current directory, 68 | populate it with an AI-generated Markdown guide, then run a private 69 | [MkDocs](https://www.mkdocs.org/) server at `localhost:8000` to serve the docs. 70 | It will show a progress bar as it generates docs, including how many tokens the 71 | model has used (combining input + output). You can start viewing the docs 72 | immediately, and the page will automatically reload as new docs are generated. 73 | 74 | If you kill the server and need to restart it later, by default it will reuse 75 | any previously-generated Markdown files, so you can simply rerun the same 76 | command. You can also add `--no-resume` to delete and regenerate the files, or 77 | `--no-gen` to explicitly disable doc generation (e.g. even if a new directory 78 | has been added). 79 | 80 | If you wish to deploy the generated guide, add either `--build` or 81 | `--gh-deploy`. The former will simply build a static HTML site in 82 | `generated_docs/site` that you can copy to any host, and the latter will build 83 | and deploy to GitHub Pages, as described by MkDocs documentation: [Deploying 84 | your docs](https://www.mkdocs.org/user-guide/deploying-your-docs/). For example, 85 | you can fork a repo, then run `repo-guide my_fork --gh-deploy` to deploy to your 86 | fork's GitHub Pages (https://username.github.io/my_fork). The first time you do 87 | this, you will also need to navigate to your fork's settings on GitHub, click 88 | Pages, then choose "Deploy from branch" and "gh-pages" as the branch. 89 | 90 | If you wish to customize MkDocs flags used for serving or deploying your guide, 91 | you can add `--no-serve` when building the guide and run MkDocs commands 92 | directly. You'll need to install MkDocs and the necessary dependencies (e.g. 93 | with `uv tool install mkdocs --with mkdocs-material,bleach,bleach-allowlist`), 94 | then you can run commands like `mkdocs serve -f generated_docs/mkdocs.yml`. If 95 | you deploy to GitHub Pages, add `--rename-dot-github` when running `repo-guide` 96 | so that any documentation files generated for a `.github` directory are put into 97 | `_github` instead of `.github`, which will not be served. 98 | 99 | Here are some of the most common flags you may want to use: 100 | 101 | - `--output-dir`: Change where the generated docs are written. 102 | - `-v` or `--verbose`: Prints details on doc generation progress instead of a 103 | progress bar. 104 | - `--model`: Sets the LLM model to use. As of 2/5/2025, the default is Gemini 105 | 2.0 Flash, which costs a dollar for 10 million tokens and has a 1 million 106 | token context window, making it a great fit. You can try other Gemini models, 107 | or OpenAI models if `OPENAI_API_KEY` is set, as supported by 108 | [simonw/llm](https://github.com/simonw/llm) and 109 | [simonw/llm-gemini](https://github.com/simonw/llm-gemini). 110 | - `--token-budget`: Sets an approximate token budget to avoid overspending. 111 | Tokens are counted after each LLM call, so the actual number may be higher. 112 | - `--custom-instructions` and `--custom-instructions-file`: Use either of these 113 | to append custom instructions to the system prompt. Let me know if you come up 114 | with something that significantly improves the general result quality! 115 | 116 | For a full description of command line flags, run: 117 | 118 | ```bash 119 | repo-guide --help 120 | ``` 121 | 122 | You can also use: 123 | 124 | ```bash 125 | python -m repo_guide --help 126 | ``` 127 | 128 | ## Troubleshooting 129 | 130 | If the command fails either due to an error or hitting the token budget, simply 131 | rerun the command and it will resume and retry (unless `--no-resume` is 132 | applied). Most common model errors (e.g. rate-limiting) should be automatically 133 | retried with exponential backoff. You can `--ignore` large generated or binary 134 | files that aren't automatically filtered out (the tool automatically respects 135 | `.gitignore` files and ignores files annotated in `git ls-files --eol` as 136 | non-text). If you still hit the model token limit, try setting 137 | `--files-token-limit`, which is applied per-directory. 138 | 139 | LLMs are unpredictable, and the generated Markdown may contain errors and broken 140 | links. The system prompt tries to mitigate common issues, but they happen 141 | anyways. The only real fix to this will be better models, which will surely come 142 | soon. 143 | 144 | ## Development 145 | 146 | To contribute to this tool, use [uv](https://docs.astral.sh/uv/). The following 147 | command will establish the venv and run tests: 148 | 149 | ```bash 150 | uv run pytest 151 | ``` 152 | 153 | To run repo-guide locally, use: 154 | 155 | ```bash 156 | uv run repo-guide 157 | ``` 158 | -------------------------------------------------------------------------------- /tests/test_repo_guide.py: -------------------------------------------------------------------------------- 1 | from pathlib import Path 2 | 3 | import git 4 | import pytest 5 | from click.testing import CliRunner 6 | 7 | from repo_guide.cli import DocGenerator, cli 8 | 9 | 10 | def test_version(): 11 | runner = CliRunner() 12 | with runner.isolated_filesystem(): 13 | result = runner.invoke(cli, ["--version"]) 14 | assert result.exit_code == 0 15 | assert result.output.startswith("cli, version ") 16 | 17 | 18 | @pytest.fixture 19 | def test_repo(tmp_path): 20 | """Create a test repository with some sample files.""" 21 | input_dir = tmp_path / "test_repo" 22 | input_dir.mkdir() 23 | 24 | # Create nested directory structure 25 | (input_dir / "src").mkdir() 26 | (input_dir / "src/main.py").write_text("def main():\n pass") 27 | (input_dir / "src/utils").mkdir() 28 | (input_dir / "src/utils/helpers.py").write_text("def helper():\n pass") 29 | (input_dir / "README.md").write_text("# Test Repo") 30 | 31 | # Initialize git repo with a remote and commit files 32 | repo = git.Repo.init(input_dir, initial_branch="main") 33 | repo.create_remote("origin", "https://github.com/test/test_repo.git") 34 | repo.index.add(["src/main.py", "src/utils/helpers.py", "README.md"]) 35 | repo.index.commit("Initial commit") 36 | 37 | return input_dir 38 | 39 | 40 | def test_prompt_construction(test_repo, tmp_path): 41 | generator = DocGenerator( 42 | input_dir=test_repo, 43 | output_dir=tmp_path / "output", 44 | model_name="", 45 | count_tokens=False, 46 | ignore_patterns=[], 47 | ) 48 | 49 | # Add some dummy generated readmes 50 | generated_readmes = { 51 | test_repo / "src": "## Source Code\nContains main application code.", 52 | test_repo / "src/utils": "## Utilities\nHelper functions and utilities.", 53 | } 54 | 55 | # Test prompt construction 56 | files = [test_repo / "README.md"] 57 | prompt = generator._build_prompt(test_repo, files, generated_readmes) 58 | 59 | expected_prompt = """\ 60 | 61 | test_repo 62 | 63 | 64 | 65 | src 66 | src/README.md 67 | 68 | ## Source Code 69 | Contains main application code. 70 | 71 | 72 | 73 | src/utils 74 | src/utils/README.md 75 | 76 | ## Utilities 77 | Helper functions and utilities. 78 | 79 | 80 | 81 | 82 | 83 | 84 | README.md 85 | https://github.com/test/test_repo/blob/main/README.md 86 | 87 | # Test Repo 88 | 89 | 90 | 91 | """ 92 | 93 | assert prompt == expected_prompt 94 | 95 | 96 | def test_subdirectory_prompt_construction(test_repo: Path, tmp_path: Path) -> None: 97 | generator = DocGenerator( 98 | input_dir=test_repo, 99 | output_dir=tmp_path / "output", 100 | model_name="", 101 | count_tokens=False, 102 | ignore_patterns=[], 103 | ) 104 | generated_readmes = { 105 | test_repo / "src/utils": "## Utilities\nHelper functions and utilities.", 106 | } 107 | files = [test_repo / "src/main.py"] 108 | prompt = generator._build_prompt(test_repo / "src", files, generated_readmes) 109 | 110 | expected_prompt = """\ 111 | 112 | test_repo/src 113 | 114 | 115 | 116 | utils 117 | utils/README.md 118 | 119 | ## Utilities 120 | Helper functions and utilities. 121 | 122 | 123 | 124 | 125 | 126 | 127 | main.py 128 | https://github.com/test/test_repo/blob/main/src/main.py 129 | 130 | def main(): 131 | pass 132 | 133 | 134 | 135 | """ 136 | 137 | assert prompt == expected_prompt 138 | 139 | 140 | def test_file_decoding_failures(test_repo, tmp_path, capfd): 141 | """Test handling of files that can't be decoded.""" 142 | # Create test files with different encodings 143 | (test_repo / "utf8.txt").write_text("Hello", encoding="utf-8") 144 | (test_repo / "latin1.txt").write_text("Café", encoding="latin-1") 145 | 146 | # Create a file with partial UTF-16 bytes that will fail UTF-8/Latin1/CP1252 decoding 147 | bad_file = test_repo / "broken.txt" 148 | bad_file.write_bytes(b"Hello\x00 \x00W\x00o\x00r\x00l\x00d") # UTF-16LE without BOM 149 | 150 | generator = DocGenerator( 151 | input_dir=test_repo, 152 | output_dir=tmp_path / "output", 153 | model_name="", 154 | count_tokens=False, 155 | ignore_patterns=[], 156 | ) 157 | 158 | files = [ 159 | test_repo / "utf8.txt", 160 | test_repo / "latin1.txt", 161 | test_repo / "broken.txt", 162 | ] 163 | 164 | prompt = generator._build_prompt(test_repo, files, {}) 165 | 166 | # Verify only readable files are in prompt 167 | assert "utf8.txt" in prompt 168 | assert "latin1.txt" in prompt 169 | assert "binary.dat" not in prompt 170 | 171 | 172 | def test_repo_url(test_repo: Path, tmp_path: Path) -> None: 173 | """Test repo URL construction when using a subdirectory.""" 174 | generator = DocGenerator( 175 | input_dir=test_repo, 176 | output_dir=tmp_path / "output", 177 | model_name="", 178 | count_tokens=False, 179 | ignore_patterns=[], 180 | ) 181 | 182 | assert generator.repo_url == "https://github.com/test/test_repo" 183 | assert ( 184 | generator.repo_url_file_prefix == "https://github.com/test/test_repo/blob/main/" 185 | ) 186 | 187 | 188 | def test_repo_url_with_subdirectory(test_repo: Path, tmp_path: Path) -> None: 189 | """Test repo URL construction when using a subdirectory.""" 190 | generator = DocGenerator( 191 | input_dir=test_repo / "src", 192 | output_dir=tmp_path / "output", 193 | model_name="", 194 | count_tokens=False, 195 | ignore_patterns=[], 196 | ) 197 | 198 | assert generator.repo_url == "https://github.com/test/test_repo" 199 | assert ( 200 | generator.repo_url_file_prefix 201 | == "https://github.com/test/test_repo/blob/main/src/" 202 | ) 203 | 204 | 205 | def test_ssh_org_repo_url(test_repo: Path, tmp_path: Path) -> None: 206 | """Test SSH-style repo URL parsing.""" 207 | repo = git.Repo(test_repo) 208 | # Change origin URL to SSH format 209 | repo.delete_remote(repo.remotes.origin) 210 | repo.create_remote( 211 | "origin", "org-14957082@github.com:openai/openai-realtime-solar-system.git" 212 | ) 213 | 214 | generator = DocGenerator( 215 | input_dir=test_repo, 216 | output_dir=tmp_path / "output", 217 | model_name="", 218 | count_tokens=False, 219 | ignore_patterns=[], 220 | ) 221 | 222 | assert ( 223 | generator.repo_url == "https://github.com/openai/openai-realtime-solar-system" 224 | ) 225 | assert ( 226 | generator.repo_url_file_prefix 227 | == "https://github.com/openai/openai-realtime-solar-system/blob/main/" 228 | ) 229 | 230 | 231 | @pytest.fixture 232 | def mock_model(monkeypatch): 233 | """Mock LLM model that returns truncated input as response.""" 234 | 235 | class MockResponse: 236 | def __init__(self, text): 237 | self._text = text 238 | 239 | def text(self): 240 | return self._text 241 | 242 | def usage(self): 243 | return type("Usage", (), {"input": 0, "output": 0})() 244 | 245 | class MockModel: 246 | model_id = "mock" 247 | 248 | def prompt(self, prompt, system=None): 249 | return MockResponse(prompt[:5] + "...") 250 | 251 | monkeypatch.setattr("llm.get_model", lambda *args: MockModel()) 252 | 253 | 254 | def test_doc_generation_end_to_end(mock_model, test_repo): 255 | """Test full documentation generation process using CLI.""" 256 | runner = CliRunner() 257 | with runner.isolated_filesystem(): 258 | # Run the CLI command with default output dir 259 | result = runner.invoke( 260 | cli, [str(test_repo), "--no-serve"], catch_exceptions=False 261 | ) 262 | assert result.exit_code == 0 263 | 264 | # Verify generated documentation 265 | main_readme = Path("generated_docs/docs/README.md") 266 | assert main_readme.exists() 267 | assert main_readme.read_text() == "# test_repo\n\n None: 45 | self.input_dir = input_dir 46 | self.output_dir = output_dir 47 | self.docs_dir = output_dir / "docs" 48 | self.rename_dot_github = rename_dot_github 49 | self.repo = git.Repo(input_dir, search_parent_directories=True) 50 | self.resolved_repo_dir = Path(self.repo.working_dir).resolve() 51 | self.repo_relative_input_dir = self.input_dir.resolve().relative_to( 52 | self.resolved_repo_dir 53 | ) 54 | self.model = llm.get_model(model_name) if model_name else llm.get_model() 55 | self.verbose = verbose 56 | click.echo(f"Using model: {self.model.model_id}") 57 | self.count_tokens = count_tokens 58 | self.total_tokens = 0 59 | self.ignore_patterns = ignore_patterns 60 | self.token_budget = token_budget 61 | self.use_magika = use_magika 62 | self.files_token_limit = files_token_limit 63 | self.write_gitignore = write_gitignore 64 | self.custom_instructions = custom_instructions 65 | self.google_analytics_id = google_analytics_id 66 | # Encoding used by gpt-4o. 67 | self.token_encoding = ( 68 | tiktoken.get_encoding("o200k_base") if files_token_limit else None 69 | ) 70 | 71 | # Parse repo URL and default branch to construct file URLs 72 | self.repo_url = None 73 | self.repo_url_file_prefix = None 74 | origin = next( 75 | (remote for remote in self.repo.remotes if remote.name == "origin"), None 76 | ) 77 | if origin: 78 | self.repo_url = ( 79 | re.sub(r"^[^@:/]+@", "https://", origin.url) 80 | .replace(".git", "") 81 | .replace(".com:", ".com/") 82 | ) 83 | if "github.com" in self.repo_url: 84 | branch_or_tag = None 85 | try: 86 | branch_or_tag = self.repo.active_branch.name 87 | except TypeError: 88 | # Try to find a matching tag instead. 89 | try: 90 | branch_or_tag = self.repo.git.describe( 91 | tags=True, exact_match=True 92 | ) 93 | except git.exc.GitCommandError: 94 | click.echo("Unable to determine current branch or tag") 95 | if branch_or_tag: 96 | repo_subdir_str = ( 97 | self._forward_slash_path(self.repo_relative_input_dir) + "/" 98 | if self.repo_relative_input_dir != Path(".") 99 | else "" 100 | ) 101 | self.repo_url_file_prefix = ( 102 | f"{self.repo_url}/blob/{branch_or_tag}/{repo_subdir_str}" 103 | ) 104 | if not self.repo_url: 105 | click.echo("Unable to determine repository URL") 106 | if not self.repo_url_file_prefix: 107 | click.echo("Unable to determine repository file URL prefix") 108 | 109 | def _prompt_with_backoff(self, prompt: str, system: str = "") -> llm.Response: 110 | """Make model.prompt call with exponential backoff.""" 111 | max_attempts = 5 112 | base_wait = 2 # seconds 113 | 114 | for attempt in range(max_attempts): 115 | try: 116 | response = self.model.prompt(prompt, system=system) 117 | response.text() # Trigger any exceptions 118 | return response 119 | except llm.ModelError as e: 120 | if attempt == max_attempts - 1: 121 | raise 122 | wait_time = base_wait * (2**attempt) 123 | if self.verbose: 124 | click.echo(f"Model error: {e}. Retrying in {wait_time} seconds...") 125 | time.sleep(wait_time) 126 | raise AssertionError("Unreachable code") 127 | 128 | def _safe_read_file(self, file_path: Path) -> str | None: 129 | """Safely read file content, handling encoding errors.""" 130 | encodings = ["utf-8", "cp1252"] 131 | for encoding in encodings: 132 | try: 133 | return file_path.read_text(encoding=encoding) 134 | except UnicodeDecodeError: 135 | continue 136 | except Exception as e: 137 | click.echo(f"Error reading {file_path}: {e}", err=True) 138 | return None 139 | 140 | click.echo( 141 | f"Failed to decode {file_path} with any supported encoding", err=True 142 | ) 143 | return None 144 | 145 | def _forward_slash_path(self, path: Path) -> str: 146 | return str(path).replace("\\", "/") 147 | 148 | def _build_prompt( 149 | self, 150 | root: Path, 151 | files: list[Path], 152 | generated_readmes: dict[Path, str], 153 | ) -> str: 154 | prompt_parts: list[str] = [] 155 | prompt_parts.append("") 156 | # Include input directory name as it is often helpful context. 157 | current_directory = self._forward_slash_path( 158 | root.resolve().relative_to(self.input_dir.resolve().parent) 159 | ) 160 | prompt_parts.append(f"{current_directory}\n") 161 | 162 | subdirs = [p for p in generated_readmes if p.is_relative_to(root) and p != root] 163 | # List subdirectories in order of depth. 164 | subdirs.sort(key=lambda p: len(p.parts)) 165 | if subdirs: 166 | prompt_parts.append("") 167 | for d in subdirs: 168 | root_rel_path = self._forward_slash_path(d.relative_to(root)) 169 | prompt_parts.append("") 170 | prompt_parts.append(f"{root_rel_path}") 171 | if self.rename_dot_github: 172 | parts = [ 173 | "_github" if p == ".github" else p 174 | for p in d.relative_to(root).parts 175 | ] 176 | renamed_rel_path = self._forward_slash_path(Path(*parts)) 177 | else: 178 | renamed_rel_path = root_rel_path 179 | prompt_parts.append( 180 | f"{renamed_rel_path}/README.md" 181 | ) 182 | prompt_parts.append(f"\n{generated_readmes[d]}\n") 183 | prompt_parts.append("") 184 | prompt_parts.append("\n") 185 | 186 | if files: 187 | prompt_parts.append("") 188 | total_file_tokens = 0 189 | for f in files: 190 | content = self._safe_read_file(f) 191 | if content is not None: 192 | if self.files_token_limit: 193 | # Tokens average 4 characters. If the number of characters 194 | # exceeds the limit by 10x, we skip the expensive tokenization. 195 | if ( 196 | total_file_tokens + len(content) / 10 197 | > self.files_token_limit 198 | ): 199 | click.echo( 200 | f"\nTruncating in {root} due to --files-token-limit." 201 | ) 202 | break 203 | try: 204 | file_tokens = len(self.token_encoding.encode(content)) # type: ignore 205 | except BaseException as e: 206 | # See https://github.com/openai/tiktoken/issues/15 207 | if "StackOverflow" in str(e): 208 | click.echo( 209 | f"\nTokenization error in {f}: {e}. Skipping file." 210 | ) 211 | continue 212 | raise 213 | if total_file_tokens + file_tokens > self.files_token_limit: 214 | click.echo( 215 | f"\nTruncating in {root} due to --files-token-limit." 216 | ) 217 | break 218 | total_file_tokens += file_tokens 219 | 220 | input_rel_path = self._forward_slash_path( 221 | f.relative_to(self.input_dir) 222 | ) 223 | root_rel_path = self._forward_slash_path(f.relative_to(root)) 224 | prompt_parts.append("") 225 | prompt_parts.append(f"{root_rel_path}") 226 | if self.repo_url_file_prefix: 227 | prompt_parts.append( 228 | f"{self.repo_url_file_prefix}{input_rel_path}" 229 | ) 230 | prompt_parts.append(f"\n{content}\n") 231 | prompt_parts.append("") 232 | prompt_parts.append("") 233 | 234 | prompt_parts.append("") 235 | return "\n".join(prompt_parts) 236 | 237 | def _build_system_prompt(self, is_repo_root: bool) -> str: 238 | parts = [ 239 | "You are a principal software engineer. Your responses will be used to build a guide to a code repository. " 240 | "Analyze the provided XML and explain (in Markdown) what does and how it works. " 241 | "\n\n" 242 | "The is relative to the path to the repo. " 243 | "The tag contains subdirectories of , each in its own tag with , , and . " 244 | "Each is a doc that you previously authored that will be included in the guide you are adding to. " 245 | "The tag contains files in the current directory, each in its own tag with , , and . " 246 | "Each and is relative to . " 247 | "Focus on the subdirectories and files that are most important or interesting. Describe how they work together. " 248 | "If a large group of files or subdirectories do something similar, provide a summary for the group instead of summarizing each one. " 249 | "Refer to any or by its and hyperlink it to its without modification. " 250 | "Only link to absolute URLs within content. Do not link to relative paths except when provided by . " 251 | "\n\n" 252 | "Output Markdown compatible with John Gruber's reference implementation, for use in MkDocs. " 253 | "For example, always add a blank line before a list. " 254 | 'Do not refer to the XML tags used to describe the input (e.g. "") in your response. ' 255 | "Omit heading level 1 (#) as it will be added automatically. " 256 | ] 257 | if is_repo_root: 258 | parts.append( 259 | "\n\nBegin with an overall description of the repository. List the " 260 | "dependencies and how they are used." 261 | ) 262 | if self.custom_instructions: 263 | parts.append("\n\n" + self.custom_instructions) 264 | return " ".join(parts) 265 | 266 | def load_existing_docs(self) -> dict[Path, str]: 267 | """Load existing documentation from the filesystem.""" 268 | generated_readmes = {} 269 | if not self.docs_dir.exists(): 270 | return generated_readmes 271 | 272 | for readme in self.docs_dir.rglob("README.md"): 273 | rel_path = readme.parent.relative_to(self.docs_dir) 274 | if self.rename_dot_github: 275 | # Reverse the mapping. 276 | parts = [".github" if p == "_github" else p for p in rel_path.parts] 277 | rel_path = Path(*parts) 278 | source_path = self.input_dir / rel_path 279 | if source_path.exists(): 280 | generated_readmes[source_path] = readme.read_text() 281 | return generated_readmes 282 | 283 | def generate_docs(self, resume: bool = False) -> None: 284 | all_files: list[Path] = [ 285 | self.resolved_repo_dir / f 286 | for f in self.repo.git.ls_files(self.repo_relative_input_dir).splitlines() 287 | ] 288 | # Filter out binary files if magika is enabled/available 289 | if self.use_magika: 290 | if not Magika: 291 | raise ImportError( 292 | "Magika is not available but was explicitly requested" 293 | ) 294 | magika = Magika() 295 | magika_results = magika.identify_paths(all_files) 296 | filtered_files = set( 297 | f 298 | for f, r in zip(all_files, magika_results, strict=True) 299 | if r.output.is_text or f.stat().st_size == 0 300 | ) 301 | else: 302 | # Use GitHub's eol attribute to filter out binary files 303 | is_binary_files = [] 304 | for line in self.repo.git.ls_files( 305 | self.repo_relative_input_dir, eol=True 306 | ).splitlines(): 307 | # Avoid parsing the file path 308 | parts = line.split(None, 3) 309 | working_tree_info = next( 310 | (p for p in parts[:-1] if p.startswith("w/")), None 311 | ) 312 | if working_tree_info: 313 | is_binary_files.append(working_tree_info[2:] == "-text") 314 | else: 315 | click.echo(f"Error parsing ls-files output: {line}") 316 | is_binary_files.append(False) 317 | filtered_files = set( 318 | f 319 | for f, is_binary in zip(all_files, is_binary_files, strict=True) 320 | if not is_binary 321 | ) 322 | filtered_files = set( 323 | f 324 | for f in filtered_files 325 | if not any(fnmatch(f.name, pattern) for pattern in self.ignore_patterns) 326 | ) 327 | 328 | resolved_input_dir = self.input_dir.resolve() 329 | filtered_directories = set( 330 | d 331 | for f in filtered_files 332 | for d in f.parents 333 | if d.is_relative_to(resolved_input_dir) 334 | ) 335 | generated_readmes = self.load_existing_docs() if resume else {} 336 | if generated_readmes: 337 | click.echo("Resuming documentation. To start fresh, use --no-resume.") 338 | walk_triples = [ 339 | (r, d, f) 340 | for r, d, f in os.walk(self.input_dir, topdown=False) 341 | if Path(r).resolve() in filtered_directories 342 | ] 343 | total_dirs = len(walk_triples) 344 | if self.verbose: 345 | iter = walk_triples 346 | else: 347 | iter = tqdm( 348 | walk_triples, 349 | desc="Generating documentation", 350 | postfix={"tokens": 0} if self.count_tokens else None, 351 | ) 352 | 353 | current_dir = 0 354 | for root, _, files in iter: 355 | current_dir += 1 356 | root = Path(root) 357 | resolved_root = root.resolve() 358 | # Skip directories that already have documentation when resuming 359 | if resume and root in generated_readmes: 360 | if self.verbose: 361 | click.echo( 362 | f"[{current_dir}/{total_dirs}] Skipping {root} (already documented)" 363 | ) 364 | continue 365 | 366 | rel_root = root.relative_to(self.input_dir) 367 | if self.verbose: 368 | if self.count_tokens: 369 | click.echo( 370 | f"[{current_dir}/{total_dirs}] Processing {rel_root} (tokens used so far: {self.total_tokens:,})" 371 | ) 372 | else: 373 | click.echo(f"[{current_dir}/{total_dirs}] Processing {rel_root}") 374 | 375 | files = [root / f for f in files if (root / f).resolve() in filtered_files] 376 | 377 | prompt = self._build_prompt(root, files, generated_readmes) 378 | system_prompt = self._build_system_prompt( 379 | resolved_root == self.resolved_repo_dir 380 | ) 381 | 382 | response = self._prompt_with_backoff( 383 | prompt, 384 | system=system_prompt, 385 | ) 386 | 387 | if self.count_tokens: 388 | self.total_tokens += response.usage().input or 0 389 | self.total_tokens += response.usage().output or 0 390 | if not self.verbose: 391 | iter.set_postfix({"tokens": f"{self.total_tokens:,}"}) # type: ignore 392 | if self.token_budget and self.total_tokens >= self.token_budget: 393 | click.echo( 394 | f"\nToken budget of {self.token_budget:,} exceeded. To continue, set a higher --token-budget." 395 | ) 396 | return 397 | 398 | if self.rename_dot_github: 399 | parts = ["_github" if p == ".github" else p for p in rel_root.parts] 400 | renamed_rel_root = Path(*parts) 401 | else: 402 | renamed_rel_root = rel_root 403 | readme_path = self.docs_dir / renamed_rel_root / "README.md" 404 | readme_path.parent.mkdir(parents=True, exist_ok=True) 405 | readme_path.write_text( 406 | f"# {resolved_root.name}\n\n{response.text()}", encoding="utf-8" 407 | ) 408 | 409 | # Store the generated README 410 | generated_readmes[root] = response.text() 411 | click.echo("Documentation generation complete.") 412 | 413 | def write_mkdocs_configuration(self) -> None: 414 | if self.write_gitignore: 415 | Path(self.output_dir / ".gitignore").write_text("*\n", encoding="utf-8") 416 | 417 | config_template = textwrap.dedent("""\ 418 | site_name: {input_dir_name} docs by repo-guide 419 | theme: material 420 | exclude_docs: | 421 | !.* 422 | !/templates/ 423 | hooks: 424 | - my_hooks.py 425 | copyright: AI-generated by repo-guide 426 | """) 427 | if self.repo_url: 428 | config_template += textwrap.dedent("""\ 429 | repo_url: {repo_url} 430 | edit_uri: 431 | """) 432 | if self.google_analytics_id: 433 | config_template += textwrap.dedent("""\ 434 | extra: 435 | analytics: 436 | provider: google 437 | property: {google_analytics_id} 438 | """) 439 | config_content = textwrap.dedent( 440 | config_template.format( 441 | input_dir_name=self.input_dir.resolve().name, 442 | repo_url=self.repo_url, 443 | google_analytics_id=self.google_analytics_id, 444 | ) 445 | ) 446 | hooks_content = textwrap.dedent("""\ 447 | import bleach 448 | from bleach_allowlist import markdown_tags, markdown_attrs 449 | 450 | def on_page_content(html, **kwargs): 451 | return bleach.clean(html, markdown_tags, markdown_attrs) 452 | """) 453 | Path(self.output_dir / "mkdocs.yml").write_text( 454 | config_content, encoding="utf-8" 455 | ) 456 | Path(self.output_dir / "my_hooks.py").write_text( 457 | hooks_content, encoding="utf-8" 458 | ) 459 | 460 | 461 | @click.command() 462 | @click.version_option() 463 | @click.argument( 464 | "input_dir", 465 | type=click.Path(exists=True, file_okay=False, dir_okay=True, path_type=Path), 466 | ) 467 | @click.option( 468 | "--verbose", 469 | "-v", 470 | is_flag=True, 471 | help="Enable verbose output", 472 | ) 473 | @click.option( 474 | "--model", 475 | default="gemini-2.0-flash", 476 | show_default=True, 477 | help="LLM model to use", 478 | ) 479 | @click.option( 480 | "--serve/--no-serve", 481 | default=True, 482 | show_default=True, 483 | help="Start local documentation server", 484 | ) 485 | @click.option( 486 | "--open/--no-open", 487 | default=False, 488 | show_default=True, 489 | help="Open documentation in browser (implies --serve)", 490 | ) 491 | @click.option("--port", default=8000, show_default=True, help="Port for local server") 492 | @click.option( 493 | "--gen/--no-gen", default=True, show_default=True, help="Generate documentation" 494 | ) 495 | @click.option( 496 | "--count-tokens/--no-count-tokens", 497 | default=True, 498 | show_default=True, 499 | help="Count tokens used", 500 | ) 501 | @click.option( 502 | "--output-dir", 503 | type=click.Path(file_okay=False, dir_okay=True, writable=True, path_type=Path), 504 | default="generated_docs", 505 | show_default=True, 506 | help="Output directory for generated documentation", 507 | ) 508 | @click.option( 509 | "--ignore", 510 | multiple=True, 511 | help="File name pattern to ignore (may be specified multiple times)", 512 | ) 513 | @click.option( 514 | "--resume/--no-resume", 515 | default=True, 516 | show_default=True, 517 | help="Resume documentation generation from last stopping point", 518 | ) 519 | @click.option( 520 | "--public/--local", 521 | default=False, 522 | show_default=True, 523 | help=( 524 | "Serve documentation on all network interfaces (0.0.0.0). " 525 | "Warning: This makes docs accessible to other devices on your network." 526 | ), 527 | ) 528 | @click.option( 529 | "--token-budget", 530 | type=int, 531 | default=0, 532 | show_default=True, 533 | help=( 534 | "Approximate maximum number of tokens to use (0 for unlimited). Tokens are " 535 | "counted after each LLM call, so the actual number may be higher." 536 | ), 537 | ) 538 | @click.option( 539 | "--magika/--no-magika", 540 | default=False, 541 | show_default=True, 542 | help="Use magika to filter binary files instead of git metadata. Requires 'magika' extra.", 543 | ) 544 | @click.option( 545 | "--files-token-limit", 546 | type=int, 547 | default=0, 548 | show_default=True, 549 | help=( 550 | "Maximum number of tokens for total file contents in a directory " 551 | "(0 for unlimited). Truncate file list if exceeded." 552 | ), 553 | ) 554 | @click.option( 555 | "--write-gitignore/--no-write-gitignore", 556 | default=True, 557 | show_default=True, 558 | help="Write .gitignore file to output directory to ignore generated files.", 559 | ) 560 | @click.option( 561 | "--custom-instructions", 562 | default="", 563 | help="Custom instructions to append to the system prompt", 564 | ) 565 | @click.option( 566 | "--custom-instructions-file", 567 | type=click.Path(exists=True, dir_okay=False, path_type=Path), 568 | help="File containing custom instructions to append to the system prompt", 569 | ) 570 | @click.option( 571 | "--rename-dot-github", 572 | is_flag=True, 573 | help="Rename .github directory to _github in generated docs to avoid GitHub Pages issues", 574 | ) 575 | @click.option( 576 | "--google-analytics-id", 577 | default="", 578 | help="Google Analytics ID to add to the MkDocs configuration", 579 | ) 580 | @click.option( 581 | "--build", 582 | is_flag=True, 583 | help="Build static site from generated guide", 584 | ) 585 | @click.option( 586 | "--gh-deploy", 587 | is_flag=True, 588 | help="Deploy generated guide to GitHub Pages", 589 | ) 590 | def cli( 591 | input_dir: Path, 592 | model: str, 593 | serve: bool, 594 | open: bool, 595 | port: int, 596 | gen: bool, 597 | count_tokens: bool, 598 | output_dir: Path, 599 | ignore: tuple[str, ...], 600 | resume: bool, 601 | public: bool, 602 | verbose: bool, 603 | token_budget: int, 604 | magika: bool, 605 | files_token_limit: int, 606 | write_gitignore: bool, 607 | custom_instructions: str, 608 | custom_instructions_file: Path | None, 609 | rename_dot_github: bool, 610 | google_analytics_id: str, 611 | build: bool, 612 | gh_deploy: bool, 613 | ) -> None: 614 | "Use AI to generate guides to code repositories." 615 | if custom_instructions_file: 616 | if custom_instructions: 617 | raise click.UsageError( 618 | "Only one of --custom-instructions and --custom-instructions-file may be specified" 619 | ) 620 | custom_instructions = custom_instructions_file.read_text(encoding="utf-8") 621 | 622 | if gh_deploy: 623 | rename_dot_github = True 624 | click.echo("Enabling --rename-dot-github for GitHub Pages deployment.") 625 | 626 | generator = DocGenerator( 627 | input_dir, 628 | output_dir, 629 | model, 630 | count_tokens, 631 | ignore_patterns=ignore, 632 | verbose=verbose, 633 | token_budget=token_budget, 634 | use_magika=magika, 635 | files_token_limit=files_token_limit, 636 | write_gitignore=write_gitignore, 637 | custom_instructions=custom_instructions, 638 | rename_dot_github=rename_dot_github, 639 | google_analytics_id=google_analytics_id, 640 | ) 641 | 642 | # Create docs directory and write mkdocs config 643 | docs_dir = output_dir / "docs" 644 | docs_dir.mkdir(parents=True, exist_ok=True) 645 | generator.write_mkdocs_configuration() 646 | 647 | # Start server if requested 648 | if open: 649 | serve = True 650 | 651 | def _run_mkdocs_serve() -> None: 652 | args = [ 653 | sys.executable, 654 | "-m", 655 | "mkdocs", 656 | "serve", 657 | "-f", 658 | str(output_dir / "mkdocs.yml"), 659 | "--dev-addr", 660 | f"{host}:{port}", 661 | ] 662 | if not verbose: 663 | args.append("--quiet") 664 | subprocess.run(args, check=True) 665 | 666 | server_thread = None 667 | if serve: 668 | url = f"http://127.0.0.1:{port}/" 669 | click.echo(f"Starting docs server at {url}" + (" (public)" if public else "")) 670 | host = "0.0.0.0" if public else "127.0.0.1" 671 | server_thread = threading.Thread( 672 | target=_run_mkdocs_serve, 673 | daemon=True, 674 | ) 675 | server_thread.start() 676 | if open: 677 | webbrowser.open(url) 678 | 679 | if gen: 680 | # Only remove existing docs if not resuming 681 | if not resume and docs_dir.exists(): 682 | for item in docs_dir.iterdir(): 683 | if item.is_dir(): 684 | shutil.rmtree(item) 685 | else: 686 | item.unlink() 687 | 688 | # Generate documentation 689 | generator.generate_docs(resume=resume) 690 | 691 | if count_tokens: 692 | if generator.total_tokens: 693 | click.echo(f"Total tokens used: {generator.total_tokens:,}") 694 | else: 695 | click.echo("Unable to count tokens. Add --no-count-tokens to disable.") 696 | 697 | # If we're serving but not generating, verify docs exist 698 | elif serve and not any(docs_dir.iterdir()): 699 | click.echo("Warning: No documentation found in output directory.") 700 | click.echo( 701 | "The server is running but you may want to use --gen to generate docs." 702 | ) 703 | 704 | # If we're building or deploying but not generating, verify docs exist 705 | elif (build or gh_deploy) and not any(docs_dir.iterdir()): 706 | raise click.ClickException( 707 | "No documentation found in output directory to build or deploy." 708 | ) 709 | 710 | if build: 711 | click.echo("Building static site...") 712 | subprocess.run( 713 | [ 714 | sys.executable, 715 | "-m", 716 | "mkdocs", 717 | "build", 718 | "-f", 719 | str(output_dir / "mkdocs.yml"), 720 | ], 721 | check=True, 722 | ) 723 | click.echo("Build complete.") 724 | 725 | if gh_deploy: 726 | click.echo("Building and deploying to GitHub Pages...") 727 | subprocess.run( 728 | [ 729 | sys.executable, 730 | "-m", 731 | "mkdocs", 732 | "gh-deploy", 733 | "-f", 734 | str(output_dir.resolve() / "mkdocs.yml"), 735 | "--force", 736 | ], 737 | check=True, 738 | cwd=generator.resolved_repo_dir, 739 | ) 740 | click.echo("Deployment complete.") 741 | 742 | # If serving, keep the main thread alive 743 | if server_thread: 744 | click.echo(f"Server running at http://127.0.0.1:{port}/. 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