diff --git a/Makefile b/Makefile index 3e32843e3..d52fb663b 100644 --- a/Makefile +++ b/Makefile @@ -8,6 +8,11 @@ build: @echo "Building documentation..." PYTHONPATH=$(CURDIR) uv run pipeline build +snippets: + @echo "Exporting and linting code snippets..." + PYTHONPATH=$(CURDIR) uv run pipeline snippets export + PYTHONPATH=$(CURDIR) uv run pipeline snippets lint + # Define a variable for the test file path. TEST_FILE ?= tests/unit_tests @@ -18,6 +23,7 @@ lint: uv run ruff format $(PYTHON_FILES) --diff uv run ruff check $(PYTHON_FILES) --diff uv run mypy $(PYTHON_FILES) + uv run pipeline snippets format: uv run ruff format $(PYTHON_FILES) @@ -78,10 +84,10 @@ help: @echo "Available commands:" @echo " make dev - Start development mode with file watching and mint dev" @echo " make build - Build documentation to ./build directory" + @echo " make snippets - Export and lint code snippets" @echo " make mint-broken-links - Check for broken links in built documentation (excludes integrations)" @echo " make mint-broken-links-all - Check for broken links in built documentation (includes all directories)" @echo " make format - Format code" - @echo " make lint - Lint code" @echo " make lint_md - Lint markdown files" @echo " make lint_md_fix - Lint and fix markdown files" @echo " make test - Run tests" diff --git a/README.md b/README.md index d9897713d..4b0570b10 100644 --- a/README.md +++ b/README.md @@ -12,6 +12,7 @@ Documentation changes follow a PR workflow where all tests must pass before merg ```text src/ # Source documentation files (edit these) +snippets/ # Code snippets output directory build/ # Generated output files (do not edit) pipeline/ # Build pipeline source code tests/ # Test files for the pipeline @@ -59,12 +60,17 @@ Makefile # Build automation - `docs build` - Build documentation - `docs migrate ` - Convert MkDocs markdown files to Mintlify format - `docs migrate-docusaurus ` - Convert Docusaurus markdown files to Mintlify format + - `docs snippets` - Export and lint code snippets from documentation files + - `docs snippets clean` - Clean code snippets from documentation files + - `docs snippets export` - Export code snippets from documentation files + - `docs snippets lint` - Lint code snippets exported from documentation files ### Important rules - **Only edit files in `src/`** - The `build/` directory is automatically generated - **Use Mintlify syntax** - See [Mintlify documentation](https://mintlify.com/docs) for formatting guidelines - **Test your changes** - Use `docs dev` to preview changes locally with hot reload (on save) +- **Lint all code snippets** - Use `make snippets` to export and lint code snippets - **Use safe Mintlify commands** - Use `make mint-broken-links` instead of `mint broken-links` to check final built documentation ### Available commands @@ -73,6 +79,7 @@ Makefile # Build automation - `make dev` - Start development mode with file watching and live rebuild - `make build` - Build documentation to `./build` directory +- `make snippets` - Export and lint code snippets - `make mint-broken-links` - Check for broken links in built documentation (excludes integrations) - `make mint-broken-links-all` - Check for broken links in built documentation (includes all directories) - `make install` - Install all dependencies @@ -102,6 +109,21 @@ The `docs` command (installed as `uv run docs`) provides additional functionalit - **`docs mv `** - Move files and update cross-references - `--dry-run` - Preview changes without moving files +- **`docs snippets`** - Export and lint code snippets from documentation files + - `--src-dir ` - Specify source directory (default: `src`) + - `--output-dir ` - Specify output directory (default: `snippets`) + - `--export-only` - Only export code snippets + - `--lint-only` - Only lint code snippets + +- **`docs snippets clean`** - Clean code snippets from documentation files + - `--output-dir ` - Specify output directory (default: `snippets`) + +- **`docs snippets export`** - Export code snippets from documentation files + - (an alias for `docs snippets --export-only`) + +- **`docs snippets lint`** - Lint code snippets exported from documentation files + - (an alias for `docs snippets --lint-only`) + These can be used directly using the `Makefile` or via the `docs` CLI tool: - **`docs dev`** - Start development mode with file watching and hot reload @@ -152,6 +174,9 @@ make lint # Fix markdown issues make lint_md_fix + +# Check for linting issues in code snippets +make snippets ``` **Note**: All pull requests are automatically checked by CI/CD. The same linting and formatting standards will be enforced, and PRs cannot be merged if these checks fail. @@ -206,7 +231,7 @@ Once your branch has been merged into `main`, you need to push the changes to `p **Problem**: Running `mint broken-links` or other Mintlify commands from the project root causes parsing errors like: -``` +```txt Unable to parse .venv/lib/python3.13/site-packages/soupsieve-2.7.dist-info/licenses/LICENSE.md - 3:48: Unexpected character '@' (U+0040) in name ``` diff --git a/package-lock.json b/package-lock.json deleted file mode 100644 index 6ab682576..000000000 --- a/package-lock.json +++ /dev/null @@ -1,6 +0,0 @@ -{ - "name": "docs", - "lockfileVersion": 3, - "requires": true, - "packages": {} -} diff --git a/pipeline/cli.py b/pipeline/cli.py index 917836758..688d3743e 100644 --- a/pipeline/cli.py +++ b/pipeline/cli.py @@ -12,6 +12,7 @@ from pipeline.commands.build import build_command from pipeline.commands.dev import dev_command +from pipeline.commands.snippets import clean_snippets_command, snippets_command from pipeline.tools.docusaurus_parser import convert_docusaurus_to_mintlify from pipeline.tools.links import drop_suffix_from_links, move_file_with_link_updates from pipeline.tools.notebook.convert import convert_notebook @@ -337,6 +338,84 @@ def main() -> None: func=migrate_command, migration_type="docusaurus" ) + # Snippets command + snippets_parser = subparsers.add_parser( + "snippets", + help="Export and lint code snippets extracted from documentation files", + ) + snippets_parser.add_argument( + "--src-dir", + type=Path, + default="src", + help="Path to the source directory containing documentation files", + ) + snippets_parser.add_argument( + "--output-dir", + type=Path, + default="snippets", + help="Path to the output directory where files will be exported and linted", + ) + snippets_parser.set_defaults(func=snippets_command) + + # Snippets subcommands + snippets_subparsers = snippets_parser.add_subparsers( + dest="snippets_subcommand", + help="Snippets subcommands", + metavar="{export,lint,clean}", + required=False, + ) + + # Export snippets subcommand + snippets_export_parser = snippets_subparsers.add_parser( + "export", + help="Export code snippets from documentation files", + ) + snippets_export_parser.add_argument( + "--src-dir", + type=Path, + default="src", + help="Path to the source directory containing documentation files", + ) + snippets_export_parser.add_argument( + "--output-dir", + type=Path, + default="snippets", + help="Path to the output directory where files will be exported", + ) + snippets_export_parser.set_defaults(func=snippets_command, export_only=True) + + # Lint snippets subcommand + snippets_lint_parser = snippets_subparsers.add_parser( + "lint", + help="Lint code snippets exported from documentation files", + ) + snippets_lint_parser.add_argument( + "--src-dir", + type=Path, + default="src", + help="Path to the source directory containing documentation files", + ) + snippets_lint_parser.add_argument( + "--output-dir", + type=Path, + default="snippets", + help="Path to the lint output directory where files will be exported", + ) + snippets_lint_parser.set_defaults(func=snippets_command, lint_only=True) + + # Clean snippets subcommand + snippets_clean_parser = snippets_subparsers.add_parser( + "clean", + help="Clean exported code snippets from the output directory", + ) + snippets_clean_parser.add_argument( + "--output-dir", + type=Path, + default="snippets", + help="Path to the output directory to clean", + ) + snippets_clean_parser.set_defaults(func=clean_snippets_command) + args = parser.parse_args() if not hasattr(args, "func"): diff --git a/pipeline/commands/snippets.py b/pipeline/commands/snippets.py new file mode 100644 index 000000000..704ef1a9f --- /dev/null +++ b/pipeline/commands/snippets.py @@ -0,0 +1,50 @@ +"""Lint command implementation.""" + +import logging +from pathlib import Path +from typing import Any + +from pipeline.core.snippets import DocumentationSnippetsParser + +logger = logging.getLogger(__name__) + + +def clean_snippets_command(args: Any) -> int: # noqa: ANN401 + """Cleans the snippets directory.""" + src_dir_path = Path(getattr(args, "src_dir", "src")) + output_dir_path = Path(getattr(args, "output_dir", "snippets")) + snippets_parser = DocumentationSnippetsParser(src_dir_path, output_dir_path) + snippets_parser.clean_all() + return 0 + + +def snippets_command(args: Any) -> int: # noqa: ANN401 + """Exports code snippets from doc files. + + This function serves as the entry point for the snippets command, handling + the process of exporting code snippets from doc files in the source directory + to the lint output directory to be linted by external tools. + + Returns: + Exit code: 0 for success, 1 for failure (e.g., source directory + not found). + """ + src_dir_path = Path(getattr(args, "src_dir", "src")) + output_dir_path = Path(getattr(args, "output_dir", "snippets")) + export_only = getattr(args, "export_only", False) + lint_only = getattr(args, "lint_only", False) + + if not src_dir_path.exists(): + logger.error("Error: src directory not found") + return 1 + + # Create lint output directory + output_dir_path.mkdir(exist_ok=True) + + # Initialize snippets parser + snippets_parser = DocumentationSnippetsParser(src_dir_path, output_dir_path) + if lint_only is False: + snippets_parser.export_all() + if export_only is False: + snippets_parser.lint_all() + return 0 diff --git a/pipeline/constants.py b/pipeline/constants.py new file mode 100644 index 000000000..29a7736d8 --- /dev/null +++ b/pipeline/constants.py @@ -0,0 +1,51 @@ +"""Constants used for docs building.""" + +import re + +CONDITIONAL_FENCE_PATTERN = re.compile( + r""" + ^ # Start of line + (?P[ \t]*) # Optional indentation (spaces or tabs) + ::: # Literal fence marker + (?P\w+)? # Optional language identifier (named group: language) + \s* # Optional trailing whitespace + $ # End of line + """, + re.VERBOSE, +) + +CONDITIONAL_BLOCK_PATTERN = re.compile( + r"(?P[ \t]*)(?\w+)\s*\n" + r"(?P((?:.*\n)*?))" # Capture content inside the block + r"(?P=indent)[ \t]*(?[^\]]+) # Custom title - one or more non-bracket characters + \] # Closing bracket for title + \[ # Opening bracket for link name + (?P[^\]]+) # Link name - non-bracket chars + \] # Closing bracket for link name + | # OR + @\[ # @ symbol followed by opening bracket + (?P[^\]]+) # Link name - one or more non-bracket characters + \] # Closing bracket + ) + """, + re.VERBOSE, +) + +# Pattern to find code blocks with highlight comments, supporting optional indentation +CODE_BLOCK_PATTERN = re.compile( + r"(?P[ \t]*)```(?P\w+)[ ]*(?P[^\n]*)\n" + r"(?P((?:.*\n)*?))" # Capture the code inside the block using named group + r"(?P=indent)```" # Match closing backticks with the same indentation +) + +LANGUAGE_COMMENT_SYNTAX = { + "python": "# ", + "typescript": "// ", +} diff --git a/pipeline/core/snippets.py b/pipeline/core/snippets.py new file mode 100644 index 000000000..deba2045b --- /dev/null +++ b/pipeline/core/snippets.py @@ -0,0 +1,422 @@ +"""Documentation linter implementation.""" + +import logging +import os +import re +import shutil +import subprocess +from functools import reduce +from pathlib import Path +from typing import TypedDict + +import gitmatch +from tqdm import tqdm + +from pipeline import constants + +logger = logging.getLogger(__name__) + + +class CodeBlock(TypedDict): + """Describes a code block, which is a single code block in a document.""" + + line: int + column: int + language: str + attributes: str + content: str + + +class CodeSnippet(TypedDict): + """Describes a group of code blocks. + + Code snippets are used to group consecutive code blocks that: + 1. Have the same language (or alias to the same language) + 2. Have a merge_before attribute in preceding code block frontmatter + """ + + language: str + code_blocks: list[CodeBlock] + + +class DocumentationSnippetsParser: + """Exports code blocks for documentation files in the source directory. + + This class handles the process of exporting code blocks for documentation files in + the source directory to the snippets output directory for linting/testing by + external tools. + + Attributes: + src_dir: Path to the source directory containing documentation files. + output_dir: Path to the snippets directory where files will be exported. + copy_extensions: Set of file extensions that should be targeted for exporting. + directory_whitelist: Set of directories that should be targeted for exporting. + """ + + def __init__(self, src_dir: Path, output_dir: Path) -> None: + """Initialize the DocumentationLinter. + + Args: + src_dir: Path to the source directory containing documentation files. + output_dir: Path to the output directory where files will be written. + """ + self.src_dir = src_dir + self.output_dir = output_dir + + # File extensions to check + self.file_extensions: set[str] = { + ".mdx", + ".md", + } + + # Directories to check + self.directory_whitelist: set[str] = { + "oss", + } + + # Language aliases - used to map language codes to full names for snippets + self.language_aliases: dict[str, str] = { + "py": "python", + "python": "python", + "js": "typescript", + "javascript": "typescript", + "ts": "typescript", + "typescript": "typescript", + } + + # Language file association - used to map languages to file extensions + self.language_file_assoc: dict[str, str] = { + "python": ".py", + "typescript": ".ts", + } + + def clean_all(self) -> None: + """Clean all snippets in the output directory.""" + logger.info("Cleaning all snippets in %s", self.output_dir) + for language_dir in self._get_language_paths(): + self._clean_ignored_files(language_dir) + self._clean_empty_subdirs(language_dir) + logger.info("Cleaned %s", language_dir) + + def export_all(self) -> None: + """Export all snippets to the output directory.""" + logger.info("Exporting all snippets to %s/", self.output_dir) + + # Clean out per-language export dirs before exporting snippets + self.clean_all() + + all_files: list[Path] = [ + path + for top_dir in self.directory_whitelist + for path in (self.src_dir / top_dir).rglob("*") + if (self.src_dir / top_dir).exists() + and (self.src_dir / top_dir).is_dir() + and path.is_file() + and path.suffix.lower() in self.file_extensions + ] + + if not all_files: + logger.info("No files to export in %s/", self.src_dir) + return + + with tqdm( + total=len(all_files), + desc="Exporting files", + unit="file", + ncols=80, + bar_format="{l_bar}{bar}| {n_fmt}/{total_fmt} [{elapsed}<{remaining}]", + ) as pbar: + for file_path in all_files: + self._export_file(file_path, self.output_dir, pbar) + pbar.update(1) + + logger.info("✅ Export complete") + + def lint_all(self) -> None: + """Lint all snippets in the output directory. + + This will: + 1. Discover available languags in the output directory + 2. Ensure per-language export directories exist + 3. Export snippets (idempotent) so languages have input + 4. Run each language's lint command with progress output + """ + logger.info("Linting all snippets in %s", self.output_dir) + + # Discover languages + if not self.output_dir.exists() or not self.output_dir.is_dir(): + logger.info( + "No lint commands found at %s, skipping linting", self.output_dir + ) + return + + languages = [p.name for p in self._get_language_paths()] + if not languages: + logger.info("No supported languages found under %s", self.output_dir) + return + + # Run lints per language with progress + failures: list[tuple[str, int]] = [] + with tqdm( + total=len(languages), + desc="Linting snippets", + unit="lang", + ncols=80, + bar_format="{l_bar}{bar}| {n_fmt}/{total_fmt} [{elapsed}<{remaining}]", + ) as pbar: + for language in languages: + pbar.set_postfix_str(language) + language_dir = self.output_dir / language + return_code = self._run_language_lint(language, language_dir) + if return_code != 0: + failures.append((language, return_code)) + pbar.update(1) + + if failures: + failed_list = ", ".join(f"{lang} (rc={rc})" for lang, rc in failures) + logger.error("❌ Linting failed for: %s", failed_list) + else: + logger.info("✅ Linting complete for all languages") + + def _get_language_paths(self) -> list[Path]: + """Get all language paths in the output directory.""" + return [ + p + for p in self.output_dir.iterdir() + if p.is_dir() and p.name in self.language_file_assoc + ] + + def _clean_ignored_files(self, target_dir: Path) -> None: + """Clean a directory by removing all files excluded by .gitignore. + + If a .gitignore file exists in a directory, it will omit all files that match + the patterns in the .gitignore file. + """ + gi: gitmatch.Gitignore | None = None + gitignore_path = target_dir / ".gitignore" + if gitignore_path.exists(): + with gitignore_path.open("r") as f: + gi = gitmatch.compile(line.strip() for line in f if line.strip()) + + if not gi: + return + + # Iterate over every file path (relative to the target_dir) + for dirpath, _, filenames in os.walk(target_dir): + for fname in filenames: + file_path = Path(dirpath) / fname + rel_path = file_path.relative_to(target_dir) + # Remove the file if it matches the gitignore patterns + if gi.match(rel_path): + try: + file_path.unlink() + except OSError as e: + logger.warning("Failed to remove %s: %s", file_path, e) + + def _clean_empty_subdirs(self, target_dir: Path) -> None: + """Recursively clean empty subdirectories from the target directory.""" + if not target_dir.is_dir(): + return + # Recurse into subdirectories first + for subdir in target_dir.iterdir(): + if subdir.is_dir(): + self._clean_empty_subdirs(subdir) + # After cleaning subdirectories, remove this directory if empty or a symlink + if target_dir.is_symlink(): + target_dir.unlink() + elif not any(target_dir.iterdir()): + target_dir.rmdir() + + def _export_file(self, file_path: Path, output_dir: Path, pbar: tqdm) -> None: + """Export a single file to a directory containing code snippets.""" + pbar.set_postfix_str(file_path.name) + code_snippets = self._extract_code_snippets(file_path.read_text()) + for idx, code_snippet in enumerate(code_snippets): + # Ensure the output directory exists + language_path = output_dir / code_snippet["language"] + if not language_path.exists(): + logger.info( + "Language path %s does not exist, skipping export", language_path + ) + continue + + output_path = language_path / file_path.relative_to(self.src_dir) + output_path.mkdir(parents=True, exist_ok=True) + # Write the code snippet to the output file + ext = self.language_file_assoc.get(code_snippet["language"], ".txt") + content = self._stringify_code_snippet( + code_snippet, file_path=file_path.relative_to(self.src_dir).as_posix() + ) + snippet_path = output_path / f"{code_snippet['language']}_{idx}{ext}" + snippet_path.write_text(content) + + def _stringify_code_snippet( + self, + code_snippet: CodeSnippet, + file_path: str | None = None, + *, + annotate_blocks: bool = True, + ) -> str: + """Return a string representation of the code snippet. + + Args: + code_snippet: The code snippet to stringify. + file_path: The optional file path to the file containing the code snippet. + Including this will add a comment to the beginning of the code snippet + that points to the file and line number of the code snippet. + annotate_blocks: Whether to annotate the code blocks with their file path + and line number. If True, each code block will be prefixed with a + comment containing the line and column number of the code block. + """ + lines = [] + comment_prefix = constants.LANGUAGE_COMMENT_SYNTAX[code_snippet["language"]] + if file_path and comment_prefix: + lines.append(f"{comment_prefix}File: {file_path}") + for block in code_snippet["code_blocks"]: + if annotate_blocks and comment_prefix: + lines.append( + f"{comment_prefix}Line: {block['line']}, Column: {block['column']}" + ) + lines.append(_dedent(block["content"])) + return "\n".join(lines).strip("\n") + + def _extract_code_snippets(self, content: str) -> list[CodeSnippet]: + """Extracts code snippets from the content. + + When extracting code snippets, we collapse consecutive code blocks that: + 1. Have the same language (or alias to the same language) + 2. Have a 'merge-before' attribute in the codeblock frontmatter + + and only keep code blocks that have a 'export' attribute. + """ + code_blocks = self._extract_code_blocks(content) + + def reduce_code_blocks( + acc: list[CodeSnippet], block: CodeBlock + ) -> list[CodeSnippet]: + prev_snippet = acc[-1] if acc else None + if ( + prev_snippet + and prev_snippet["language"] == block["language"] + and "merge-before" in block["attributes"] + ): + prev_snippet["code_blocks"].append(block) + else: + acc.append(CodeSnippet(language=block["language"], code_blocks=[block])) + return acc + + return reduce(reduce_code_blocks, code_blocks, []) + + def _extract_code_blocks(self, content: str) -> list[CodeBlock]: + """Extract code blocks from the content.""" + code_blocks = [] + for match in list(constants.CODE_BLOCK_PATTERN.finditer(content)): + attributes = match.group("attributes").rstrip() + if "export" not in attributes and "ignore" not in attributes: + continue + # Compute line and column from character index + char_index = match.start() + # Find the line number (0-based) + line = content.count("\n", 0, char_index) + # Find the column (0-based, number of chars since last \n) + last_newline = content.rfind("\n", 0, char_index) + if last_newline == -1: + column = char_index + else: + column = char_index - (last_newline + 1) + # Normalize language using aliases + language = match.group("language").strip() + if language in self.language_aliases: + language = self.language_aliases[language] + # Add the code block to the list + code_blocks.append( + CodeBlock( + line=line, + column=column, + language=language, + attributes=attributes, + content=match.group("code"), + ) + ) + return code_blocks + + def _run_language_lint(self, language: str, snippets_dir: Path) -> int: + """Run the lint command for a specific snippets directory. + + Returns the subprocess return code. + """ + env = os.environ.copy() + env["SNIPPETS_DIR"] = str((self.output_dir / language).resolve()) + env.setdefault("CI", "1") + + makefile = snippets_dir / "Makefile" + + cmd: list[str] + cwd: Path | None = None + + if makefile.exists(): + cmd = ["make", "-C", str(snippets_dir), "lint"] + cwd = None # -C handles working dir + else: + logger.warning( + "No lint command for %s", + snippets_dir, + ) + return 0 + + logger.info("Running lint command for %s: %s", language, " ".join(cmd)) + # Resolve absolute path for the executable to avoid PATH ambiguity. + resolved_executable = shutil.which(cmd[0]) + if resolved_executable is None: + logger.error( + "Executable not found for '%s' while linting %s", + cmd[0], + language, + ) + return 127 + cmd[0] = resolved_executable + + try: + result = subprocess.run( # noqa: S603 + cmd, + cwd=str(cwd) if cwd is not None else None, + env=env, + capture_output=True, + text=True, + check=False, + ) + except FileNotFoundError: + logger.exception("Failed to execute linter for %s", language) + return 127 + + if result.stdout: + logger.debug("%s stdout:\n%s", language, result.stdout) + if result.stderr: + logger.error("%s stderr:\n%s", language, result.stderr) + + if result.returncode != 0: + logger.error( + "Linter for %s exited with code %s", language, result.returncode + ) + else: + logger.info("%s lint passed", language) + return result.returncode + + +def _dedent(text: str) -> str: + """Remove the leading indentation (tabs or spaces) from all non-empty lines.""" + lines = text.split("\n") + if not lines: + return text + # find the first non empty line + first_line = "" + for line in lines: + if line.strip() != "": + first_line = line + break + m = re.match(r"^[ \t]+", first_line) + first_indent = m.group(0) if m else "" + if not first_indent: + return text + dedented_lines = [line.removeprefix(first_indent) for line in lines] + return "\n".join(dedented_lines) diff --git a/pipeline/preprocessors/handle_auto_links.py b/pipeline/preprocessors/handle_auto_links.py index ea07494ed..4bf3b91f9 100644 --- a/pipeline/preprocessors/handle_auto_links.py +++ b/pipeline/preprocessors/handle_auto_links.py @@ -22,6 +22,8 @@ import logging import re +from pipeline import constants + from .link_map import SCOPE_LINK_MAPS logger = logging.getLogger(__name__) @@ -86,36 +88,6 @@ def _transform_link( return None -CONDITIONAL_FENCE_PATTERN = re.compile( - r""" - ^ # Start of line - (?P[ \t]*) # Optional indentation (spaces or tabs) - ::: # Literal fence marker - (?P\w+)? # Optional language identifier (named group: language) - \s* # Optional trailing whitespace - $ # End of line - """, - re.VERBOSE, -) -CROSS_REFERENCE_PATTERN = re.compile( - r""" - (?: # Non-capturing group for two possible formats: - @\[ # @ symbol followed by opening bracket for title - (?P[^\]]+) # Custom title - one or more non-bracket characters - \] # Closing bracket for title - \[ # Opening bracket for link name - (?P<link_name_with_title>[^\]]+) # Link name - non-bracket chars - \] # Closing bracket for link name - | # OR - @\[ # @ symbol followed by opening bracket - (?P<link_name>[^\]]+) # Link name - one or more non-bracket characters - \] # Closing bracket - ) - """, - re.VERBOSE, -) - - def _replace_cross_references_in_line( line: str, scope: str, file_path: str, line_number: int ) -> str: @@ -139,7 +111,7 @@ def replace_cross_reference(match: re.Match[str]) -> str: ) return transformed if transformed is not None else match.group(0) - return CROSS_REFERENCE_PATTERN.sub(replace_cross_reference, line) + return constants.CROSS_REFERENCE_PATTERN.sub(replace_cross_reference, line) def replace_autolinks( @@ -175,7 +147,7 @@ def replace_autolinks( line_stripped = line.strip() # Check if this line defines a new conditional fence scope - fence_match = CONDITIONAL_FENCE_PATTERN.match(line_stripped) + fence_match = constants.CONDITIONAL_FENCE_PATTERN.match(line_stripped) if fence_match: language = fence_match.group("language") # Set scope to the specified language, or reset to global if no language diff --git a/pipeline/preprocessors/markdown_preprocessor.py b/pipeline/preprocessors/markdown_preprocessor.py index c44eb21da..c558f7363 100644 --- a/pipeline/preprocessors/markdown_preprocessor.py +++ b/pipeline/preprocessors/markdown_preprocessor.py @@ -10,6 +10,7 @@ import re from pathlib import Path +from pipeline import constants from pipeline.preprocessors.handle_auto_links import replace_autolinks logger = logging.getLogger(__name__) @@ -42,13 +43,6 @@ def _apply_conditional_rendering(md_text: str, target_language: str) -> str: msg = "target_language must be 'python' or 'js'" raise ValueError(msg) - # Pattern for non-escaped conditional blocks - pattern = re.compile( - r"(?P<indent>[ \t]*)(?<!\\):::(?P<language>\w+)\s*\n" - r"(?P<content>((?:.*\n)*?))" # Capture content inside the block - r"(?P=indent)[ \t]*(?<!\\):::" # Match closing, same indentation, not escaped - ) - def replace_conditional_blocks(match: re.Match) -> str: """Keep active conditionals.""" language = match.group("language") @@ -64,11 +58,23 @@ def replace_conditional_blocks(match: re.Match) -> str: # If the language does not match, return an empty string return "" + def replace_ignored_code_blocks(match: re.Match) -> str: + """Replace ignored code blocks with an empty string.""" + attributes = match.group("attributes").strip() + if "ignore" in attributes: + return "" + return match.group(0) + # Process conditional blocks first - result = pattern.sub(replace_conditional_blocks, md_text) + result = constants.CONDITIONAL_BLOCK_PATTERN.sub( + replace_conditional_blocks, md_text + ) # Then unescape escaped tags by removing the backslash - return re.sub(r"\\(:::)", r"\1", result) + result = re.sub(r"\\(:::)", r"\1", result) + + # Then replace ignored code blocks + return constants.CODE_BLOCK_PATTERN.sub(replace_ignored_code_blocks, result) def preprocess_markdown( diff --git a/pipeline/tools/highlights.py b/pipeline/tools/highlights.py index 846a5d918..b00c3a7a0 100644 --- a/pipeline/tools/highlights.py +++ b/pipeline/tools/highlights.py @@ -2,6 +2,8 @@ import re +from pipeline import constants + def highlight_code_blocks(markdown: str) -> str: """Find code blocks with highlight comments and add hl_lines attribute. @@ -13,14 +15,6 @@ def highlight_code_blocks(markdown: str) -> str: updated Markdown code with code blocks containing highlight comments updated to use the hl_lines attribute. """ - # Pattern to find code blocks with highlight comments and without - # existing hl_lines for Python and JavaScript - # Pattern to find code blocks with highlight comments, handling optional indentation - code_block_pattern = re.compile( - r"(?P<indent>[ \t]*)```(?P<language>\w+)[ ]*(?P<attributes>[^\n]*)\n" - r"(?P<code>((?:.*\n)*?))" # Capture the code inside the block using named group - r"(?P=indent)```" # Match closing backticks with the same indentation - ) def replace_highlight_comments(match: re.Match) -> str: indent = match.group("indent") @@ -76,4 +70,4 @@ def replace_highlight_comments(match: re.Match) -> str: ) # Replace all code blocks in the markdown - return code_block_pattern.sub(replace_highlight_comments, markdown) + return constants.CODE_BLOCK_PATTERN.sub(replace_highlight_comments, markdown) diff --git a/pyproject.toml b/pyproject.toml index aea8e9b0f..877194179 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -10,6 +10,7 @@ dependencies = [ "nbformat>=5.0.0", "pyyaml>=6.0.2", "nbconvert>=7.16.6", + "gitmatch>=0.2.1", ] [dependency-groups] @@ -112,3 +113,8 @@ ignore = [ [tool.ruff.lint.pydocstyle] convention = "google" + +[tool.mypy] +exclude = [ + "snippets/python/", +] diff --git a/snippets/python/.gitignore b/snippets/python/.gitignore new file mode 100644 index 000000000..34e3a5b27 --- /dev/null +++ b/snippets/python/.gitignore @@ -0,0 +1,6 @@ +* +!.gitignore +!Makefile +!pyproject.toml +!requirements.txt +!uv.lock diff --git a/snippets/python/Makefile b/snippets/python/Makefile new file mode 100644 index 000000000..c6666da39 --- /dev/null +++ b/snippets/python/Makefile @@ -0,0 +1,8 @@ +.PHONY: lint + +lint: + @command -v uv >/dev/null 2>&1 || { echo >&2 "uv is not installed. Please install uv to proceed (https://docs.astral.sh/uv/getting-started/installation/)"; exit 1; } + uv pip install --quiet . + uv run ruff format . --diff + uv run ruff check . --diff + uv run mypy . diff --git a/snippets/python/pyproject.toml b/snippets/python/pyproject.toml new file mode 100644 index 000000000..20ba328f6 --- /dev/null +++ b/snippets/python/pyproject.toml @@ -0,0 +1,28 @@ +[project] +name = "docs-snippets" +version = "0.0.1" +readme = "README.md" +requires-python = ">=3.10" + +[tool.uv] +package = true + +[tool.ruff] +line-length = 88 +target-version = "py310" + +[tool.ruff.lint] +select = [ + "ALL", +] +ignore = [ + "COM812", + "C901", + "PLR0915", + "PLR0912" +] + +[tool.ruff.lint.extend-per-file-ignores] + +[tool.mypy] +disable_error_code = ["var-annotated"] diff --git a/snippets/python/uv.lock b/snippets/python/uv.lock new file mode 100644 index 000000000..61a555200 --- /dev/null +++ b/snippets/python/uv.lock @@ -0,0 +1,8 @@ +version = 1 +revision = 3 +requires-python = ">=3.10" + +[[package]] +name = "docs-snippets" +version = "0.0.1" +source = { editable = "." } diff --git a/snippets/typescript/.gitignore b/snippets/typescript/.gitignore new file mode 100644 index 000000000..6fc35e918 --- /dev/null +++ b/snippets/typescript/.gitignore @@ -0,0 +1,7 @@ +* +!.gitignore +!eslint.config.mts +!Makefile +!package.json +!pnpm-lock.yaml +!tsconfig.json diff --git a/snippets/typescript/Makefile b/snippets/typescript/Makefile new file mode 100644 index 000000000..8f15df097 --- /dev/null +++ b/snippets/typescript/Makefile @@ -0,0 +1,6 @@ +.PHONY: lint + +lint: + @command -v pnpm >/dev/null 2>&1 || { echo >&2 "pnpm is not installed. Please install pnpm to proceed (https://pnpm.io/installation)"; exit 1; } + pnpm install + pnpm lint diff --git a/snippets/typescript/eslint.config.mts b/snippets/typescript/eslint.config.mts new file mode 100644 index 000000000..b4c8db278 --- /dev/null +++ b/snippets/typescript/eslint.config.mts @@ -0,0 +1,19 @@ +import js from "@eslint/js"; +import globals from "globals"; +import tseslint from "typescript-eslint"; +import { defineConfig } from "eslint/config"; + +export default defineConfig([ + { + files: ["**/*.{js,mjs,cjs,ts,mts,cts}"], + plugins: { js }, + extends: ["js/recommended"], + languageOptions: { globals: globals.browser }, + }, + tseslint.configs.recommended, + { + rules: { + "@typescript-eslint/no-unused-vars": "off", + }, + }, +]); diff --git a/snippets/typescript/package.json b/snippets/typescript/package.json new file mode 100644 index 000000000..74264efe4 --- /dev/null +++ b/snippets/typescript/package.json @@ -0,0 +1,21 @@ +{ + "name": "@langchain/docs", + "private": true, + "scripts": { + "lint": "eslint . --ext .ts" + }, + "dependencies": { + "@langchain/anthropic": "next", + "@langchain/core": "next", + "@langchain/openai": "next", + "langchain": "next" + }, + "devDependencies": { + "@eslint/js": "^9.36.0", + "eslint": "^9.36.0", + "globals": "^16.4.0", + "jiti": "^2.6.0", + "typescript-eslint": "^8.44.1" + }, + "packageManager": "pnpm@10.14.0+sha512.ad27a79641b49c3e481a16a805baa71817a04bbe06a38d17e60e2eaee83f6a146c6a688125f5792e48dd5ba30e7da52a5cda4c3992b9ccf333f9ce223af84748" +} diff --git a/snippets/typescript/pnpm-lock.yaml b/snippets/typescript/pnpm-lock.yaml new file mode 100644 index 000000000..fa897bf7a --- /dev/null +++ b/snippets/typescript/pnpm-lock.yaml @@ -0,0 +1,1407 @@ +lockfileVersion: '9.0' + +settings: + autoInstallPeers: true + excludeLinksFromLockfile: false + +importers: + + .: + dependencies: + '@langchain/anthropic': + specifier: next + version: 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"composite": true, /* Enable constraints that allow a TypeScript project to be used with project references. */ + // "tsBuildInfoFile": "./.tsbuildinfo", /* Specify the path to .tsbuildinfo incremental compilation file. */ + // "disableSourceOfProjectReferenceRedirect": true, /* Disable preferring source files instead of declaration files when referencing composite projects. */ + // "disableSolutionSearching": true, /* Opt a project out of multi-project reference checking when editing. */ + // "disableReferencedProjectLoad": true, /* Reduce the number of projects loaded automatically by TypeScript. */ + + /* Language and Environment */ + "target": "es2016", /* Set the JavaScript language version for emitted JavaScript and include compatible library declarations. */ + // "lib": [], /* Specify a set of bundled library declaration files that describe the target runtime environment. */ + // "jsx": "preserve", /* Specify what JSX code is generated. */ + // "libReplacement": true, /* Enable lib replacement. */ + // "experimentalDecorators": true, /* Enable experimental support for legacy experimental decorators. */ + // "emitDecoratorMetadata": true, /* Emit design-type metadata for decorated declarations in source files. */ + // "jsxFactory": "", /* Specify the JSX factory function used when targeting React JSX emit, e.g. 'React.createElement' or 'h'. */ + // "jsxFragmentFactory": "", /* Specify the JSX Fragment reference used for fragments when targeting React JSX emit e.g. 'React.Fragment' or 'Fragment'. */ + // "jsxImportSource": "", /* Specify module specifier used to import the JSX factory functions when using 'jsx: react-jsx*'. */ + // "reactNamespace": "", /* Specify the object invoked for 'createElement'. This only applies when targeting 'react' JSX emit. */ + // "noLib": true, /* Disable including any library files, including the default lib.d.ts. */ + // "useDefineForClassFields": true, /* Emit ECMAScript-standard-compliant class fields. */ + // "moduleDetection": "auto", /* Control what method is used to detect module-format JS files. */ + + /* Modules */ + "module": "commonjs", /* Specify what module code is generated. */ + // "rootDir": "./", /* Specify the root folder within your source files. */ + // "moduleResolution": "node10", /* Specify how TypeScript looks up a file from a given module specifier. */ + // "baseUrl": "./", /* Specify the base directory to resolve non-relative module names. */ + // "paths": {}, /* Specify a set of entries that re-map imports to additional lookup locations. */ + // "rootDirs": [], /* Allow multiple folders to be treated as one when resolving modules. */ + // "typeRoots": [], /* Specify multiple folders that act like './node_modules/@types'. */ + // "types": [], /* Specify type package names to be included without being referenced in a source file. */ + // "allowUmdGlobalAccess": true, /* Allow accessing UMD globals from modules. */ + // "moduleSuffixes": [], /* List of file name suffixes to search when resolving a module. */ + // "allowImportingTsExtensions": true, /* Allow imports to include TypeScript file extensions. Requires '--moduleResolution bundler' and either '--noEmit' or '--emitDeclarationOnly' to be set. */ + // "rewriteRelativeImportExtensions": true, /* Rewrite '.ts', '.tsx', '.mts', and '.cts' file extensions in relative import paths to their JavaScript equivalent in output files. */ + // "resolvePackageJsonExports": true, /* Use the package.json 'exports' field when resolving package imports. */ + // "resolvePackageJsonImports": true, /* Use the package.json 'imports' field when resolving imports. */ + // "customConditions": [], /* Conditions to set in addition to the resolver-specific defaults when resolving imports. */ + // "noUncheckedSideEffectImports": true, /* Check side effect imports. */ + // "resolveJsonModule": true, /* Enable importing .json files. */ + // "allowArbitraryExtensions": true, /* Enable importing files with any extension, provided a declaration file is present. */ + // "noResolve": true, /* Disallow 'import's, 'require's or '<reference>'s from expanding the number of files TypeScript should add to a project. */ + + /* JavaScript Support */ + // "allowJs": true, /* Allow JavaScript files to be a part of your program. Use the 'checkJS' option to get errors from these files. */ + // "checkJs": true, /* Enable error reporting in type-checked JavaScript files. */ + // "maxNodeModuleJsDepth": 1, /* Specify the maximum folder depth used for checking JavaScript files from 'node_modules'. Only applicable with 'allowJs'. */ + + /* Emit */ + // "declaration": true, /* Generate .d.ts files from TypeScript and JavaScript files in your project. */ + // "declarationMap": true, /* Create sourcemaps for d.ts files. */ + // "emitDeclarationOnly": true, /* Only output d.ts files and not JavaScript files. */ + // "sourceMap": true, /* Create source map files for emitted JavaScript files. */ + // "inlineSourceMap": true, /* Include sourcemap files inside the emitted JavaScript. */ + // "noEmit": true, /* Disable emitting files from a compilation. */ + // "outFile": "./", /* Specify a file that bundles all outputs into one JavaScript file. If 'declaration' is true, also designates a file that bundles all .d.ts output. */ + // "outDir": "./", /* Specify an output folder for all emitted files. */ + // "removeComments": true, /* Disable emitting comments. */ + // "importHelpers": true, /* Allow importing helper functions from tslib once per project, instead of including them per-file. */ + // "downlevelIteration": true, /* Emit more compliant, but verbose and less performant JavaScript for iteration. */ + // "sourceRoot": "", /* Specify the root path for debuggers to find the reference source code. */ + // "mapRoot": "", /* Specify the location where debugger should locate map files instead of generated locations. */ + // "inlineSources": true, /* Include source code in the sourcemaps inside the emitted JavaScript. */ + // "emitBOM": true, /* Emit a UTF-8 Byte Order Mark (BOM) in the beginning of output files. */ + // "newLine": "crlf", /* Set the newline character for emitting files. */ + // "stripInternal": true, /* Disable emitting declarations that have '@internal' in their JSDoc comments. */ + // "noEmitHelpers": true, /* Disable generating custom helper functions like '__extends' in compiled output. */ + // "noEmitOnError": true, /* Disable emitting files if any type checking errors are reported. */ + // "preserveConstEnums": true, /* Disable erasing 'const enum' declarations in generated code. */ + // "declarationDir": "./", /* Specify the output directory for generated declaration files. */ + + /* Interop Constraints */ + // "isolatedModules": true, /* Ensure that each file can be safely transpiled without relying on other imports. */ + // "verbatimModuleSyntax": true, /* Do not transform or elide any imports or exports not marked as type-only, ensuring they are written in the output file's format based on the 'module' setting. */ + // "isolatedDeclarations": true, /* Require sufficient annotation on exports so other tools can trivially generate declaration files. */ + // "erasableSyntaxOnly": true, /* Do not allow runtime constructs that are not part of ECMAScript. */ + // "allowSyntheticDefaultImports": true, /* Allow 'import x from y' when a module doesn't have a default export. */ + "esModuleInterop": true, /* Emit additional JavaScript to ease support for importing CommonJS modules. This enables 'allowSyntheticDefaultImports' for type compatibility. */ + // "preserveSymlinks": true, /* Disable resolving symlinks to their realpath. This correlates to the same flag in node. */ + "forceConsistentCasingInFileNames": true, /* Ensure that casing is correct in imports. */ + + /* Type Checking */ + "strict": true, /* Enable all strict type-checking options. */ + // "noImplicitAny": true, /* Enable error reporting for expressions and declarations with an implied 'any' type. */ + // "strictNullChecks": true, /* When type checking, take into account 'null' and 'undefined'. */ + // "strictFunctionTypes": true, /* When assigning functions, check to ensure parameters and the return values are subtype-compatible. */ + // "strictBindCallApply": true, /* Check that the arguments for 'bind', 'call', and 'apply' methods match the original function. */ + // "strictPropertyInitialization": true, /* Check for class properties that are declared but not set in the constructor. */ + // "strictBuiltinIteratorReturn": true, /* Built-in iterators are instantiated with a 'TReturn' type of 'undefined' instead of 'any'. */ + // "noImplicitThis": true, /* Enable error reporting when 'this' is given the type 'any'. */ + // "useUnknownInCatchVariables": true, /* Default catch clause variables as 'unknown' instead of 'any'. */ + // "alwaysStrict": true, /* Ensure 'use strict' is always emitted. */ + // "noUnusedLocals": true, /* Enable error reporting when local variables aren't read. */ + // "noUnusedParameters": true, /* Raise an error when a function parameter isn't read. */ + // "exactOptionalPropertyTypes": true, /* Interpret optional property types as written, rather than adding 'undefined'. */ + // "noImplicitReturns": true, /* Enable error reporting for codepaths that do not explicitly return in a function. */ + // "noFallthroughCasesInSwitch": true, /* Enable error reporting for fallthrough cases in switch statements. */ + // "noUncheckedIndexedAccess": true, /* Add 'undefined' to a type when accessed using an index. */ + // "noImplicitOverride": true, /* Ensure overriding members in derived classes are marked with an override modifier. */ + // "noPropertyAccessFromIndexSignature": true, /* Enforces using indexed accessors for keys declared using an indexed type. */ + // "allowUnusedLabels": true, /* Disable error reporting for unused labels. */ + // "allowUnreachableCode": true, /* Disable error reporting for unreachable code. */ + + /* Completeness */ + // "skipDefaultLibCheck": true, /* Skip type checking .d.ts files that are included with TypeScript. */ + "skipLibCheck": true /* Skip type checking all .d.ts files. */ + } +} diff --git a/src/oss/concepts/context.mdx b/src/oss/concepts/context.mdx index 478f81345..d17cae8b6 100644 --- a/src/oss/concepts/context.mdx +++ b/src/oss/concepts/context.mdx @@ -78,7 +78,7 @@ graph.invoke( # (1)! {"messages": [{"role": "user", "content": "what is the weather in sf"}]}, context={"user_name": "John Smith"} ) -``` + ``` * See [Agents](/oss/langchain/agents) for details. </Tab> @@ -89,7 +89,7 @@ graph.invoke( # (1)! def node(state: State, runtime: Runtime[ContextSchema]): user_name = runtime.context.user_name ... -``` + ``` * See [the Graph API](/oss/langgraph/graph-api#add-runtime-configuration) for details. </Tab> @@ -104,7 +104,7 @@ graph.invoke( # (1)! runtime = get_runtime(ContextSchema) email = get_user_email_from_db(runtime.context.user_name) return email -``` + ``` See the [tool calling guide](/oss/langchain/tools#configuration) for details. </Tab> @@ -178,7 +178,7 @@ await graph.invoke( "messages": "hi!", "user_name": "John Smith" }) -``` + ``` 1. Define a custom state schema that extends `AgentState` or `MessagesState`. 2. Pass the custom state schema to the agent. This allows the agent to access and modify the state during execution. @@ -218,7 +218,7 @@ await graph.invoke( messages: [{ role: "user", content: "hi!" }], userName: "John Smith", }); -``` + ``` 1. Define a custom state schema that adds additional fields alongside the existing `messages` field. 2. Pass the custom state schema to the agent. This allows the agent to access and modify the state during execution. @@ -246,7 +246,7 @@ await graph.invoke( builder.add_node(node) builder.set_entry_point("node") graph = builder.compile() -``` + ``` 1. Define a custom state 2. Access the state in any node or tool @@ -278,7 +278,7 @@ await graph.invoke( .addEdge(START, "node"); const graph = builder.compile(); -``` + ``` 1. Define a custom state 2. Access the state in any node or tool diff --git a/src/oss/concepts/subgraphs.mdx b/src/oss/concepts/subgraphs.mdx index 0d5dea983..99f58ea60 100644 --- a/src/oss/concepts/subgraphs.mdx +++ b/src/oss/concepts/subgraphs.mdx @@ -24,7 +24,7 @@ The main question when adding subgraphs is how the parent graph and subgraph com * Parent and subgraph have **shared state keys** in their state [schemas](/oss/langgraph/graph-api#state). In this case, you can [include the subgraph as a node in the parent graph](/oss/langgraph/use-subgraphs#shared-state-schemas) :::python - ```python {highlight={12,17}} + ```python from langgraph.graph import StateGraph, MessagesState, START # Subgraph diff --git a/src/oss/langchain/agents.mdx b/src/oss/langchain/agents.mdx index 5f18b8df6..1f6fce065 100644 --- a/src/oss/langchain/agents.mdx +++ b/src/oss/langchain/agents.mdx @@ -75,7 +75,7 @@ agent = create_agent( ``` ::: :::js -```ts wrap +```ts wrap export import { createAgent } from "langchain"; const agent = createAgent({ @@ -106,7 +106,7 @@ Model instances give you complete control over configuration. Use them when you :::js Model identifier strings use the format `provider:model` (e.g. `"openai:gpt-5"`). You may want more control over the model configuration, in which case you can initialize a model instance directly using the provider package: -```ts wrap +```ts wrap export import { createAgent } from "langchain"; import { ChatOpenAI } from "@langchain/openai"; @@ -161,7 +161,7 @@ Dynamic models are selected at runtime based on the current state and context. T To use a dynamic model, you need to provide a function that receives the graph state and runtime and returns an instance of `BaseChatModel` with the tools bound to it using `.bindTools(tools)`, where `tools` is a subset of the `tools` parameter. -```ts wrap +```ts wrap export import { createAgent, AgentState } from "langchain"; import { ChatOpenAI } from "@langchain/openai"; @@ -228,9 +228,9 @@ agent = create_agent(model, tools=[search, calculate]) ``` ::: :::js -```ts wrap -import { z } from "zod"; +```ts wrap export import { createAgent, tool } from "langchain"; +import { z } from "zod"; const search = tool( ({ query }) => { @@ -240,7 +240,7 @@ const search = tool( name: "search", description: "Search for information", schema: z.object({ - query: z.string().describe("The query to search for"), + query: z.string().describe("The query to search for"), }), } ); @@ -266,9 +266,9 @@ const agent = createAgent({ const result = await agent.invoke({ messages: [ { - role: "user", - content: - "Find wireless headphones, check if they're in stock, and calculate shipping to New York", + role: "user", + content: + "Find wireless headphones, check if they're in stock, and calculate shipping to New York", }, ], }); @@ -285,6 +285,8 @@ Alternatively, you can create a `ToolNode` directly and pass it to the agent. Th :::python ```python wrap +from langchain.agents import ToolNode + tool_node = ToolNode( tools=[search, calculate], handle_tool_errors="Please check your input and try again." @@ -306,7 +308,7 @@ If an error occurs within `ToolNode`, the agent will return a `ToolMessage` to t ``` ::: :::js -```ts wrap +```ts wrap export import { ToolNode, ToolMessage } from "langchain"; const toolNode = new ToolNode([search, calculate], { @@ -396,6 +398,9 @@ You can shape how your agent approaches tasks by providing a prompt. The `prompt :::python <CodeGroup> ```python String +from langchain_core.messages import SystemMessage +from langchain.agents import create_agent + agent = create_agent( model, tools, @@ -403,6 +408,9 @@ agent = create_agent( ) ``` ```python SystemMessage +from langchain_core.messages import SystemMessage +from langchain.agents import create_agent + agent = create_agent( model, tools, @@ -410,6 +418,9 @@ agent = create_agent( ) ``` ```python Callable +from langchain_core.messages import SystemMessage +from langchain.agents import create_agent + def dynamic_prompt(state): user_type = state.get("user_type", "standard") system_msg = SystemMessage( @@ -424,15 +435,17 @@ agent = create_agent(model, tools, prompt=dynamic_prompt) ::: :::js <CodeGroup> -```ts String +```ts String export +import { createAgent } from "langchain"; + const agent = createAgent({ model, tools, prompt: "You are a helpful assistant. Be concise and accurate." }); ``` -```ts SystemMessage -import { SystemMessage } from "langchain"; +```ts SystemMessage export +import { createAgent, SystemMessage } from "langchain"; const agent = createAgent({ model, @@ -440,8 +453,8 @@ const agent = createAgent({ prompt: new SystemMessage("You are a research assistant. Cite your sources.") }); ``` -```ts Callable -import { createAgent } from "langchain"; +```ts Callable export +import { createAgent, SystemMessage } from "langchain"; const agent = createAgent({ model, @@ -502,7 +515,7 @@ result["structured_response"] :::js In some situations, you may want the agent to return an output in a specific format. LangChain provides a simple, universal way to do this with the `responseFormat` parameter. -```ts wrap +```ts wrap export import { z } from "zod"; import { createAgent } from "langchain"; @@ -574,7 +587,7 @@ result = agent.invoke({ ``` ::: :::js -```ts wrap +```ts wrap export import { z } from "zod"; import { MessagesZodState } from "@langchain/langgraph"; import { createAgent, type BaseMessage } from "langchain"; @@ -647,7 +660,10 @@ It must be a callable or a runnable that takes in current graph state and return ``` ::: :::js -```ts wrap +```ts wrap export +import { createAgent, RemoveMessage } from "langchain"; +import { REMOVE_ALL_MESSAGES } from "@langchain/langgraph"; + const agent = createAgent({ model: "openai:gpt-4o", preModelHook: (state) => { @@ -692,7 +708,7 @@ agent = create_agent( ``` ::: :::js -```ts wrap +```ts wrap export import { createAgent, type AgentState } from "langchain"; const trimMessages = (state: AgentState) => { @@ -735,8 +751,8 @@ If you are returning `messages` in the pre-model hook, you should OVERWRITE the ``` ::: :::js -```ts wrap -import { RemoveMessage } from "@langchain/core/messages"; +```ts wrap export +import { createAgent, RemoveMessage } from "langchain"; import { REMOVE_ALL_MESSAGES } from "@langchain/langgraph"; const agent = createAgent({ @@ -744,12 +760,12 @@ const agent = createAgent({ preModelHook: (state) => { // ... return { - messages: [ - RemoveMessage({ id: REMOVE_ALL_MESSAGES }), - ...state.messages - ], + messages: [ + RemoveMessage({ id: REMOVE_ALL_MESSAGES }), + ...state.messages + ], }; - }; + }, }); ``` ::: @@ -826,7 +842,7 @@ agent = create_agent( ``` ::: :::js -```ts wrap +```ts wrap export import { createAgent, type AgentState, AIMessage, RemoveMessage } from "langchain"; import { REMOVE_ALL_MESSAGES } from "@langchain/langgraph"; diff --git a/src/oss/langchain/quickstart.mdx b/src/oss/langchain/quickstart.mdx index a60fdd5a4..5c1a5e69a 100644 --- a/src/oss/langchain/quickstart.mdx +++ b/src/oss/langchain/quickstart.mdx @@ -18,7 +18,7 @@ Let's begin with agent basics - creating a simple agent that can answer question - The ability to invoke it with messages :::python -```python +```python export from langchain.agents import create_agent def get_weather(city: str) -> str: diff --git a/uv.lock b/uv.lock index c8e218c24..59a9e2202 100644 --- a/uv.lock +++ b/uv.lock @@ -1,39 +1,39 @@ version = 1 -revision = 1 +revision = 3 requires-python = ">=3.10" [[package]] name = "attrs" version = "25.3.0" -source = { registry = "http://mirrors.aliyun.com/pypi/simple/" } -sdist = { url = "http://mirrors.aliyun.com/pypi/packages/5a/b0/1367933a8532ee6ff8d63537de4f1177af4bff9f3e829baf7331f595bb24/attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b" } +source = { registry = "https://pypi.org/simple" } +sdist = { url = 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