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7b4b748 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 | from __future__ import annotations
import ast
import json
import logging
import operator
import re
import urllib.error
import urllib.parse
import urllib.request
from datetime import UTC, datetime
from langchain_core.tools import tool
logger = logging.getLogger(__name__)
_USER_AGENT = "ollive-api/1.0 (local-assignment; python-urllib)"
_WIKI_SUMMARY_URL = "https://en.wikipedia.org/api/rest_v1/page/summary/{title}"
_WIKI_SEARCH_URL = "https://en.wikipedia.org/w/api.php"
_SAFE_OPERATORS = {
ast.Add: operator.add,
ast.Sub: operator.sub,
ast.Mult: operator.mul,
ast.Div: operator.truediv,
ast.FloorDiv: operator.floordiv,
ast.Mod: operator.mod,
ast.Pow: operator.pow,
ast.USub: operator.neg,
}
_UNIT_ALIASES = {
"c": "c",
"celsius": "c",
"f": "f",
"fahrenheit": "f",
"km": "km",
"kilometer": "km",
"kilometers": "km",
"mi": "mi",
"mile": "mi",
"miles": "mi",
"kg": "kg",
"kilogram": "kg",
"kilograms": "kg",
"lb": "lb",
"lbs": "lb",
"pound": "lb",
"pounds": "lb",
"m": "m",
"meter": "m",
"meters": "m",
"metre": "m",
"metres": "m",
"ft": "ft",
"foot": "ft",
"feet": "ft",
}
def _safe_eval(node: ast.AST) -> float:
if isinstance(node, ast.Constant) and isinstance(node.value, (int, float)):
return float(node.value)
if isinstance(node, ast.UnaryOp) and type(node.op) in _SAFE_OPERATORS:
return _SAFE_OPERATORS[type(node.op)](_safe_eval(node.operand))
if isinstance(node, ast.BinOp) and type(node.op) in _SAFE_OPERATORS:
left = _safe_eval(node.left)
right = _safe_eval(node.right)
if isinstance(node.op, ast.Pow) and abs(right) > 10:
raise ValueError("Exponent too large")
return _SAFE_OPERATORS[type(node.op)](left, right)
raise ValueError("Unsupported expression")
def _wiki_request(url: str) -> dict:
request = urllib.request.Request(url, headers={"User-Agent": _USER_AGENT})
with urllib.request.urlopen(request, timeout=12) as response:
return json.loads(response.read().decode("utf-8"))
def _wiki_search_title(query: str) -> str | None:
params = urllib.parse.urlencode(
{
"action": "query",
"list": "search",
"srsearch": query,
"format": "json",
"srlimit": 1,
"utf8": 1,
}
)
payload = _wiki_request(f"{_WIKI_SEARCH_URL}?{params}")
hits = payload.get("query", {}).get("search", [])
if not hits:
return None
return hits[0].get("title")
def _wiki_summary_for_title(title: str) -> str:
encoded = urllib.parse.quote(title.replace(" ", "_"), safe="")
payload = _wiki_request(_WIKI_SUMMARY_URL.format(title=encoded))
if payload.get("type") == "disambiguation":
raise ValueError(
f"'{title}' matches multiple Wikipedia pages. Ask with a more specific title."
)
extract = payload.get("extract", "").strip()
if not extract:
raise ValueError(f"No summary text found for '{title}'.")
page_title = payload.get("title", title)
return f"{page_title}: {extract}"
def fetch_wikipedia_summary(query: str) -> str:
"""Fetch a Wikipedia summary using the public REST API with search fallback."""
cleaned = query.strip().strip("?.!")
if not cleaned:
raise ValueError("Wikipedia query is empty.")
try:
return _wiki_summary_for_title(cleaned)
except urllib.error.HTTPError as exc:
if exc.code != 404:
raise
except ValueError:
raise
resolved = _wiki_search_title(cleaned)
if not resolved:
raise ValueError(f"No Wikipedia article found for '{cleaned}'.")
return _wiki_summary_for_title(resolved)
@tool("calculator")
def calculator(expression: str) -> str:
"""Evaluate a basic arithmetic expression with +, -, *, /, parentheses, and powers.
Use when the user asks to calculate, compute, evaluate, or solve a numeric expression.
Examples: "(17 * 23) + 4", "2 ** 10", "100 / 4".
"""
tree = ast.parse(expression.strip(), mode="eval")
result = _safe_eval(tree.body)
if result.is_integer():
return str(int(result))
return str(round(result, 6))
@tool("get_current_time")
def get_current_time(timezone_name: str = "UTC") -> str:
"""Return the current date and time in UTC.
Use when the user asks for the current time, today's date, or what time it is now.
The timezone_name argument is accepted for compatibility but UTC is returned.
"""
_ = timezone_name
now = datetime.now(UTC)
return now.strftime("%Y-%m-%d %H:%M:%S UTC")
@tool("word_counter")
def word_counter(text: str) -> str:
"""Count words and characters in a piece of text.
Use when the user asks for a word count, character count, or how long a passage is.
Pass the exact text to analyze, not the full user question.
"""
words = len(re.findall(r"\b\w+\b", text))
chars = len(text)
return f"words={words}, characters={chars}"
@tool("wikipedia_summary")
def wikipedia_summary(query: str) -> str:
"""Look up a short Wikipedia summary for a person, place, concept, or topic.
Use for factual background questions such as "Who is Marie Curie?",
"Tell me about the Eiffel Tower", or "Wikipedia summary of photosynthesis".
Pass a concise topic name or article title, not the full conversational question.
"""
try:
return fetch_wikipedia_summary(query)
except Exception as exc:
logger.warning("Wikipedia lookup failed for query=%r: %s", query, exc)
return f"Wikipedia lookup failed: {exc}"
@tool("unit_converter")
def unit_converter(value: float, from_unit: str, to_unit: str) -> str:
"""Convert a numeric value between supported units.
Supported pairs: Celsius/Fahrenheit, kilometers/miles, kilograms/pounds, meters/feet.
Use when the user asks to convert measurements, for example "convert 10 km to miles".
"""
from_key = _UNIT_ALIASES.get(from_unit.strip().lower())
to_key = _UNIT_ALIASES.get(to_unit.strip().lower())
if not from_key or not to_key:
supported = ", ".join(sorted(set(_UNIT_ALIASES)))
return f"Unsupported units. Supported aliases include: {supported}"
conversions = {
("c", "f"): lambda v: (v * 9 / 5) + 32,
("f", "c"): lambda v: (v - 32) * 5 / 9,
("km", "mi"): lambda v: v * 0.621371,
("mi", "km"): lambda v: v / 0.621371,
("kg", "lb"): lambda v: v * 2.20462,
("lb", "kg"): lambda v: v / 2.20462,
("m", "ft"): lambda v: v * 3.28084,
("ft", "m"): lambda v: v / 3.28084,
}
key = (from_key, to_key)
if key not in conversions:
return f"Unsupported conversion: {from_unit} -> {to_unit}"
converted = conversions[key](value)
return f"{value} {from_unit} = {round(converted, 4)} {to_unit}"
def get_api_tools():
return [calculator, get_current_time, word_counter, wikipedia_summary, unit_converter]
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