Merge pull request google#1709 from google:my-feature-branch-llmstxt

PiperOrigin-RevId: 778239103

Author: copybara-github

contributing/dev/utils/build_llms_txt.py

@@ -0,0 +1,338 @@
+#!/usr/bin/env python3
+"""
+build_llms_txt.py – produce llms.txt and llms-full.txt
+                   – skips ```java``` blocks
+                   – README can be next to docs/ or inside docs/
+                   – includes Python API reference from HTML files
+                   – includes adk-python repository README
+"""
+from __future__ import annotations
+
+import argparse
+from pathlib import Path
+import re
+import sys
+import textwrap
+from typing import List
+from typing import Tuple
+import urllib.error
+import urllib.request
+
+RE_JAVA = re.compile(r"```java[ \t\r\n][\s\S]*?```", re.I | re.M)
+RE_SNIPPET = re.compile(r"^(\s*)--8<--\s+\"([^\"]+?)(?::([^\"]+))?\"$", re.M)
+
+
+def fetch_adk_python_readme() -> str:
+  """Fetch README content from adk-python repository"""
+  try:
+    url = "https://raw.githubusercontent.com/google/adk-python/main/README.md"
+    with urllib.request.urlopen(url) as response:
+      return response.read().decode("utf-8")
+  except (urllib.error.URLError, urllib.error.HTTPError) as e:
+    print(f"Warning: Could not fetch adk-python README: {e}")
+    return ""
+
+
+def strip_java(md: str) -> str:
+  return RE_JAVA.sub("", md)
+
+
+def first_heading(md: str) -> str | None:
+  for line in md.splitlines():
+    if line.startswith("#"):
+      return line.lstrip("#").strip()
+  return None
+
+
+def md_to_text(md: str) -> str:
+  import bs4
+  import markdown
+
+  html = markdown.markdown(
+      md, extensions=["fenced_code", "tables", "attr_list"]
+  )
+  return bs4.BeautifulSoup(html, "html.parser").get_text("\n")
+
+
+def html_to_text(html_file: Path) -> str:
+  """Extract text content from HTML files (for Python API reference)"""
+  import bs4
+
+  try:
+    html_content = html_file.read_text(encoding="utf-8")
+    soup = bs4.BeautifulSoup(html_content, "html.parser")
+
+    # Remove script and style elements
+    for script in soup(["script", "style"]):
+      script.decompose()
+
+    # Get text and clean it up
+    text = soup.get_text()
+    lines = (line.strip() for line in text.splitlines())
+    chunks = (phrase.strip() for line in lines for phrase in line.split("  "))
+    text = "\n".join(chunk for chunk in chunks if chunk)
+
+    return text
+  except Exception as e:
+    print(f"Warning: Could not process {html_file}: {e}")
+    return ""
+
+
+def count_tokens(text: str, model: str = "cl100k_base") -> int:
+  try:
+    import tiktoken
+
+    return len(tiktoken.get_encoding(model).encode(text))
+  except Exception:
+    return len(text.split())
+
+
+def expand_code_snippets(content: str, project_root: Path) -> str:
+  """
+  Expands code snippets marked with --8<-- "path/to/file.py" or
+  --8<-- "path/to/file.py:section_name" into the content.
+  """
+
+  def replace_snippet(match):
+    indent = match.group(1)  # Capture leading spaces
+    snippet_path_str = match.group(
+        2
+    )  # Capture the file path (e.g., "examples/python/snippets/file.py")
+    section_name = match.group(
+        3
+    )  # Capture the section name if present (e.g., "init")
+    snippet_full_path = (
+        project_root / snippet_path_str
+    )  # Changed from base_path to project_root
+
+    # If not found in project root, try adk-docs directory
+    if not snippet_full_path.exists():
+      script_dir = Path(__file__).resolve().parent
+      adk_docs_path = script_dir / "adk-docs" / snippet_path_str
+      if adk_docs_path.exists():
+        snippet_full_path = adk_docs_path
+
+    if snippet_full_path.exists():
+      try:
+        file_content = snippet_full_path.read_text(encoding="utf-8")
+        if section_name:
+          # Extract content based on section markers
+          # Handle both single and double hash markers with optional spacing
+          start_marker_patterns = [
+              f"# --8<-- [start:{section_name.strip()}]",
+              f"## --8<-- [start:{section_name.strip()}]",
+          ]
+          end_marker_patterns = [
+              f"# --8<-- [end:{section_name.strip()}]",
+              f"## --8<-- [end:{section_name.strip()}]",
+              f"##  --8<-- [end:{section_name.strip()}]",  # Handle extra space
+          ]
+
+          start_index = -1
+          end_index = -1
+
+          # Find start marker
+          for pattern in start_marker_patterns:
+            start_index = file_content.find(pattern)
+            if start_index != -1:
+              start_marker = pattern
+              break
+
+          # Find end marker
+          for pattern in end_marker_patterns:
+            end_index = file_content.find(pattern)
+            if end_index != -1:
+              break
+
+          if start_index != -1 and end_index != -1 and start_index < end_index:
+            # Adjust start_index to begin immediately after the start_marker
+            start_of_code = start_index + len(start_marker)
+            temp_content = file_content[start_of_code:end_index]
+            lines = temp_content.splitlines(keepends=True)
+            extracted_lines = []
+            for line in lines:
+              if (
+                  not line.strip().startswith("# --8<--")
+                  and not line.strip().startswith("## --8<--")
+                  and line.strip() != ""
+              ):
+                extracted_lines.append(line)
+            extracted_content = "".join(extracted_lines).strip("\n")
+
+            return textwrap.indent(extracted_content, indent)
+          else:
+            print(
+                f"Warning: Section '{section_name}' not found or markers"
+                f" malformed in {snippet_full_path}"
+            )
+            return match.group(0)
+        else:
+          # Read entire file if no section name
+          return textwrap.indent(file_content, indent)
+      except Exception as e:
+        print(f"Warning: Could not read snippet file {snippet_full_path}: {e}")
+        return match.group(0)
+    else:
+      print(f"Warning: Snippet file not found: {snippet_full_path}")
+      return match.group(0)
+
+  expanded_content = RE_SNIPPET.sub(replace_snippet, content)
+  return expanded_content
+
+
+# ---------- index (llms.txt) ----------
+def build_index(docs: Path) -> str:
+  # Locate README
+  for cand in (docs / "README.md", docs.parent / "README.md"):
+    if cand.exists():
+      readme = cand.read_text(encoding="utf-8")
+      break
+  else:
+    sys.exit("README.md not found in docs/ or its parent")
+
+  title = first_heading(readme) or "Documentation"
+  summary = md_to_text(readme).split("\n\n")[0]
+  lines = [f"# {title}", "", f"> {summary}", ""]
+
+  # Add adk-python repository README content
+  adk_readme = fetch_adk_python_readme()
+  if adk_readme:
+    lines.append("## ADK Python Repository")
+    lines.append("")
+    # Include the full README content, properly formatted
+    adk_text = md_to_text(strip_java(adk_readme))
+    lines.append(adk_text)
+    lines.append("")
+    lines.append(
+        f"**Source:** [adk-python"
+        f" repository](https://github.com/google/adk-python)"
+    )
+    lines.append("")
+
+  primary: List[Tuple[str, str]] = []
+  secondary: List[Tuple[str, str]] = []
+
+  # Process Markdown files
+  for md in sorted(docs.rglob("*.md")):
+    # Skip Java API reference files
+    if "api-reference" in md.parts and "java" in md.parts:
+      continue
+
+    rel = md.relative_to(docs)
+    # Construct the correct GitHub URL for the Markdown file
+    url = f"https://github.com/google/adk-docs/blob/main/docs/{rel}".replace(
+        " ", "%20"
+    )
+    h = first_heading(strip_java(md.read_text(encoding="utf-8"))) or rel.stem
+    (
+        secondary
+        if "sample" in rel.parts or "tutorial" in rel.parts
+        else primary
+    ).append((h, url))
+
+  # Add Python API reference
+  python_api_dir = docs / "api-reference" / "python"
+  if python_api_dir.exists():
+    primary.append((
+        "Python API Reference",
+        "https://github.com/google/adk-docs/blob/main/docs/api-reference/python/",
+    ))
+
+  def emit(name: str, items: List[Tuple[str, str]]):
+    nonlocal lines
+    if items:
+      lines.append(f"## {name}")
+      lines += [f"- [{h}]({u})" for h, u in items]
+      lines.append("")
+
+  emit("Documentation", primary)
+  emit("Optional", secondary)
+  return "\n".join(lines)
+
+
+# ---------- full corpus ----------
+def build_full(docs: Path) -> str:
+  out = []
+
+  script_dir = Path(__file__).resolve().parent
+  project_root = script_dir.parents[2]  # Correct project root
+  print(f"DEBUG: Project Root: {project_root}")
+  print(f"DEBUG: Docs Dir: {docs}")
+
+  # Add adk-python repository README content at the beginning
+  adk_readme = fetch_adk_python_readme()
+  if adk_readme:
+    # Expand snippets in README if any
+    expanded_adk_readme = expand_code_snippets(
+        strip_java(adk_readme), project_root
+    )  # Pass project_root
+    out.append("# ADK Python Repository")
+    out.append("")
+    out.append(expanded_adk_readme)  # Use expanded content
+    out.append("")
+    out.append("---")
+    out.append("")
+
+  # Process Markdown files
+  for md in sorted(docs.rglob("*.md")):
+    # Skip Java API reference files
+    if "api-reference" in md.parts and "java" in md.parts:
+      continue
+
+    md_content = md.read_text(encoding="utf-8")
+    print(f"DEBUG: Processing markdown file: {md.relative_to(docs)}")
+    expanded_md_content = expand_code_snippets(
+        strip_java(md_content), project_root
+    )  # Changed back to project_root
+    out.append(expanded_md_content)  # Use expanded content
+
+  # Process Python API reference HTML files
+  python_api_dir = docs / "api-reference" / "python"
+  if python_api_dir.exists():
+    # Add a separator and header for Python API reference
+    out.append("\n\n# Python API Reference\n")
+
+    # Process main HTML files (skip static assets and generated files)
+    html_files = [
+        python_api_dir / "index.html",
+        python_api_dir / "google-adk.html",
+        python_api_dir / "genindex.html",
+        python_api_dir / "py-modindex.html",
+    ]
+
+    for html_file in html_files:
+      if html_file.exists():
+        text = html_to_text(html_file)
+        if text.strip():
+          out.append(f"\n## {html_file.stem}\n")
+          out.append(text)
+
+  return "\n\n".join(out)
+
+
+def main() -> None:
+  ap = argparse.ArgumentParser(
+      description="Generate llms.txt / llms-full.txt",
+      formatter_class=argparse.RawDescriptionHelpFormatter,
+  )
+  ap.add_argument("--docs-dir", required=True, type=Path)
+  ap.add_argument("--out-root", default=Path("."), type=Path)
+  ap.add_argument("--index-limit", type=int, default=50_000)
+  ap.add_argument("--full-limit", type=int, default=500_000)
+  args = ap.parse_args()
+
+  idx, full = build_index(args.docs_dir), build_full(args.docs_dir)
+  if (tok := count_tokens(idx)) > args.index_limit:
+    sys.exit(f"Index too big: {tok:,}")
+  if (tok := count_tokens(full)) > args.full_limit:
+    sys.exit(f"Full text too big: {tok:,}")
+
+  (args.out_root / "llms.txt").write_text(idx, encoding="utf-8")
+  (args.out_root / "llms-full.txt").write_text(full, encoding="utf-8")
+  print("✅ Generated llms.txt and llms-full.txt successfully")
+  print(f"llms.txt tokens: {count_tokens(idx)}")
+  print(f"llms-full.txt tokens: {count_tokens(full)}")
+
+
+if __name__ == "__main__":
+  main()