app.py

from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
import re

app = FastAPI()

# Configuration for enabled guardrail checks as part of the request payload.
class GuardrailsConfig(BaseModel):
    factual_consistency: bool = True
    toxicity: bool = True
    # Extend with more flags for additional guardrails

# Request model now includes both the response and the configuration.
class CheckRequest(BaseModel):
    response: str
    config: GuardrailsConfig = GuardrailsConfig()  # Default config if not provided

class CheckResponse(BaseModel):
    grounded: bool
    details: dict

# A simple result class to hold individual check outcomes.
class Result:
    def __init__(self):
        self.details = {}

    def add(self, rule_name: str, passed: bool):
        self.details[rule_name] = passed

    def grounded(self) -> bool:
        # The response is considered "grounded" if all enabled rules pass.
        return all(self.details.values())

# Define guardrail rule classes.
class FactualConsistencyRule:
    name = "FactualConsistency"

    def check(self, response_text: str) -> bool:
        # For demonstration: pass if the response contains the word "fact".
        return "fact" in response_text.lower()

class ToxicityRule:
    name = "Toxicity"

    def check(self, response_text: str) -> bool:
        # For demonstration: fail if negative words like "hate" or "kill" are found.
        return not re.search(r"(hate|kill)", response_text, re.IGNORECASE)

# Manager class to load and execute the enabled guardrail rules.
class GuardrailsManager:
    def __init__(self, config: GuardrailsConfig):
        self.config = config
        self.rules = self.load_rules()

    def load_rules(self):
        rules = []
        if self.config.factual_consistency:
            rules.append(FactualConsistencyRule())
        if self.config.toxicity:
            rules.append(ToxicityRule())
        # Add additional rules based on configuration here.
        return rules

    def check(self, response_text: str) -> Result:
        result = Result()
        for rule in self.rules:
            rule_result = rule.check(response_text)
            result.add(rule.name, rule_result)
        return result

# Define the POST endpoint for guardrail checking.
@app.post("/guardrails/check", response_model=CheckResponse)
async def check_guardrails(request: CheckRequest):
    manager = GuardrailsManager(request.config)
    result = manager.check(request.response)
    return CheckResponse(grounded=result.grounded(), details=result.details)


@app.get("/")
def home():
    return {"Msg": "This is a LLM Gaurdrails!"}

@app.get("/gaurdrails/test")
def test():
    return {"Msg": "This is a Test!"}