import html
import re
from typing import Any
def _truncate_to_first_function(content: str) -> str:
if not content:
return content
function_starts = [match.start() for match in re.finditer(r"= 2:
second_function_start = function_starts[1]
return content[:second_function_start].rstrip()
return content
def parse_tool_invocations(content: str) -> list[dict[str, Any]] | None:
content = fix_incomplete_tool_call(content)
tool_invocations: list[dict[str, Any]] = []
fn_regex_pattern = r"]+)>\n?(.*?)"
fn_param_regex_pattern = r"]+)>(.*?)"
fn_matches = re.finditer(fn_regex_pattern, content, re.DOTALL)
for fn_match in fn_matches:
fn_name = fn_match.group(1)
fn_body = fn_match.group(2)
param_matches = re.finditer(fn_param_regex_pattern, fn_body, re.DOTALL)
args = {}
for param_match in param_matches:
param_name = param_match.group(1)
param_value = param_match.group(2).strip()
param_value = html.unescape(param_value)
args[param_name] = param_value
tool_invocations.append({"toolName": fn_name, "args": args})
return tool_invocations if tool_invocations else None
def fix_incomplete_tool_call(content: str) -> str:
"""Fix incomplete tool calls by adding missing tag."""
if (
"" not in content
):
content = content.rstrip()
content = content + "function>" if content.endswith("") else content + "\n"
return content
def format_tool_call(tool_name: str, args: dict[str, Any]) -> str:
xml_parts = [f""]
for key, value in args.items():
xml_parts.append(f"{value}")
xml_parts.append("")
return "\n".join(xml_parts)
def clean_content(content: str) -> str:
if not content:
return ""
content = fix_incomplete_tool_call(content)
tool_pattern = r"]+>.*?"
cleaned = re.sub(tool_pattern, "", content, flags=re.DOTALL)
incomplete_tool_pattern = r"]+>.*$"
cleaned = re.sub(incomplete_tool_pattern, "", cleaned, flags=re.DOTALL)
partial_tag_pattern = r"]*)?)?)?)?)?)?)?)?)?$"
cleaned = re.sub(partial_tag_pattern, "", cleaned)
hidden_xml_patterns = [
r".*?",
r".*?",
]
for pattern in hidden_xml_patterns:
cleaned = re.sub(pattern, "", cleaned, flags=re.DOTALL | re.IGNORECASE)
cleaned = re.sub(r"\n\s*\n", "\n\n", cleaned)
return cleaned.strip()