Spaces:
Sleeping
Sleeping
Delete gaurdrails_manager.py
Browse files- gaurdrails_manager.py +0 -50
gaurdrails_manager.py
DELETED
@@ -1,50 +0,0 @@
|
|
1 |
-
from models import GuardrailsConfig
|
2 |
-
|
3 |
-
# A simple result class to hold individual check outcomes.
|
4 |
-
class Result:
|
5 |
-
def __init__(self):
|
6 |
-
self.details = {}
|
7 |
-
|
8 |
-
def add(self, rule_name: str, passed: bool):
|
9 |
-
self.details[rule_name] = passed
|
10 |
-
|
11 |
-
def grounded(self) -> bool:
|
12 |
-
# The response is considered "grounded" if all enabled rules pass.
|
13 |
-
return all(self.details.values())
|
14 |
-
|
15 |
-
# Define guardrail rule classes.
|
16 |
-
class FactualConsistencyRule:
|
17 |
-
name = "FactualConsistency"
|
18 |
-
|
19 |
-
def check(self, response_text: str) -> bool:
|
20 |
-
# For demonstration: pass if the response contains the word "fact".
|
21 |
-
return "fact" in response_text.lower()
|
22 |
-
|
23 |
-
class ToxicityRule:
|
24 |
-
name = "Toxicity"
|
25 |
-
|
26 |
-
def check(self, response_text: str) -> bool:
|
27 |
-
# For demonstration: fail if negative words like "hate" or "kill" are found.
|
28 |
-
return not re.search(r"(hate|kill)", response_text, re.IGNORECASE)
|
29 |
-
|
30 |
-
# Manager class to load and execute the enabled guardrail rules.
|
31 |
-
class GuardrailsManager:
|
32 |
-
def __init__(self, config: GuardrailsConfig):
|
33 |
-
self.config = config
|
34 |
-
self.rules = self.load_rules()
|
35 |
-
|
36 |
-
def load_rules(self):
|
37 |
-
rules = []
|
38 |
-
if self.config.factual_consistency:
|
39 |
-
rules.append(FactualConsistencyRule())
|
40 |
-
if self.config.toxicity:
|
41 |
-
rules.append(ToxicityRule())
|
42 |
-
# Add additional rules based on configuration here.
|
43 |
-
return rules
|
44 |
-
|
45 |
-
def check(self, response_text: str) -> Result:
|
46 |
-
result = Result()
|
47 |
-
for rule in self.rules:
|
48 |
-
rule_result = rule.check(response_text)
|
49 |
-
result.add(rule.name, rule_result)
|
50 |
-
return result
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|