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llm-wiki/scripts/deep-research/deep_research/backends/antigravity.py
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"""Antigravity CLI headless backend. `agy -p` subprocess + 드라이버 스키마 검증·재시도."""
import asyncio
import json
import re
import tempfile
from pydantic import BaseModel, ValidationError
from deep_research.backends.base import AgentBackend
_FENCE = re.compile(r"```(?:json)?\s*(\{.*?\})\s*```", re.DOTALL)
def extract_json_block(text: str) -> dict | None:
"""출력 텍스트에서 JSON 객체 추출: 펜스 우선, 없으면 최외곽 중괄호."""
m = _FENCE.search(text)
candidates = [m.group(1)] if m else []
if not candidates:
start, depth = -1, 0
for i, ch in enumerate(text):
if ch == "{":
if depth == 0:
start = i
depth += 1
elif ch == "}" and depth > 0:
depth -= 1
if depth == 0 and start >= 0:
candidates.append(text[start:i + 1])
break
for c in candidates:
try:
return json.loads(c)
except json.JSONDecodeError:
continue
return None
class AntigravityBackend(AgentBackend):
def __init__(self, *, retries: int = 2, neutral_cwd: str | None = None, model: str | None = None):
self.retries = retries
self.neutral_cwd = neutral_cwd or tempfile.gettempdir()
self.model = model
async def _invoke(self, prompt: str) -> str | None:
# 실 CLI 스모크 (2026-06-10): agy 에 `--cd`/`-m` 플래그 없음 ("flags provided but
# not defined" 즉사) — cwd 는 subprocess 인자로, 모델은 `--model`. stdin 차단(비-tty 안전).
cmd = ["agy", "-p", prompt]
if self.model:
cmd += ["--model", self.model]
proc = await asyncio.create_subprocess_exec(
*cmd, cwd=self.neutral_cwd, stdin=asyncio.subprocess.DEVNULL,
stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE)
out, _ = await proc.communicate()
if proc.returncode != 0:
return None
return out.decode("utf-8", "replace")
async def run_agent(self, prompt: str, schema: type[BaseModel], *, label: str):
schema_json = json.dumps(schema.model_json_schema())
full = (prompt + "\n\n## Output format\nReturn ONLY a JSON object conforming to this "
"JSON Schema (no prose, no markdown fences):\n" + schema_json)
for attempt in range(self.retries + 1):
text = await self._invoke(full if attempt == 0 else
full + "\n\nYour previous output was invalid. Return ONLY the JSON object.")
if text is None:
continue
obj = extract_json_block(text)
if obj is None:
continue
try:
return schema.model_validate(obj)
except ValidationError:
continue
return None