regguard / server /app.py
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Initial commit - RegGuard compliance RL environment
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try:
from openenv.core.env_server.http_server import create_app
except Exception as e:
raise ImportError(
"openenv is required. Install with: pip install openenv-core"
) from e
from fastapi import Request
from fastapi.responses import JSONResponse
from uuid import uuid4
import json
from models import ComplianceAction, ComplianceObservation
from compliance_env_environment import ComplianceEnvironment, _GLOBAL_STATE, generate_scenario
app = create_app(
ComplianceEnvironment,
ComplianceAction,
ComplianceObservation,
env_name="compliance_env",
max_concurrent_envs=1,
)
@app.get("/health")
async def health():
return {"status": "healthy"}
@app.post("/reset", include_in_schema=False)
async def reset_with_difficulty(request: Request):
try:
body = await request.json()
difficulty = body.get("difficulty", None)
except Exception:
difficulty = None
scenario = generate_scenario(difficulty)
_GLOBAL_STATE["episode_id"] = str(uuid4())
_GLOBAL_STATE["step_count"] = 0
_GLOBAL_STATE["scenario"] = scenario
_GLOBAL_STATE["extracted_clause_ids"] = []
_GLOBAL_STATE["gap_items"] = []
_GLOBAL_STATE["checklist"] = []
_GLOBAL_STATE["max_steps"] = scenario["max_steps"]
obs = ComplianceObservation(
step=0,
max_steps=scenario["max_steps"],
message=f"[{scenario['difficulty'].upper()} TASK] New episode started. Read the regulation and company profile carefully. Start by extracting applicable clause IDs. {scenario['company_for_episode']['difficulty_hint']}",
regulation_document=json.dumps(scenario["regulation"], indent=2),
company_profile=scenario["company_for_episode"],
episode_id=_GLOBAL_STATE["episode_id"],
difficulty=scenario["difficulty"],
extracted_clauses_so_far=[],
gaps_found_so_far=[],
partial_score=0.0,
steps_remaining=scenario["max_steps"],
done=False,
reward=0.0,
)
return JSONResponse(content={
"observation": obs.model_dump(),
"reward": 0.0,
"done": False
})
def main(host: str = "0.0.0.0", port: int = 8000) -> None:
import uvicorn
uvicorn.run(app, host=host, port=port)
if __name__ == "__main__":
main()