Classes
SourceReliability
Source reliability levels.Values
| Value | Description |
|---|---|
HIGH | High reliability |
MEDIUM | Medium reliability |
LOW | Low reliability |
UNKNOWN | Unknown reliability |
ValidationPoint
Validation point for content validation.Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
is_suspicious | bool | - | Whether the content is suspicious |
feedback | str | - | Feedback about the validation |
suspicious_points | list[str] | - | List of suspicious information raw names |
source_reliability | SourceReliability | UNKNOWN | Source reliability level |
verification_method | str | "" | Method used for verification |
confidence_score | float | 0.0 | Confidence score for the validation |
ValidationResult
Result of content validation.Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
url_validation | ValidationPoint | - | URL validation results |
number_validation | ValidationPoint | - | Number validation results |
information_validation | ValidationPoint | - | Information validation results |
code_validation | ValidationPoint | - | Code validation results |
any_suspicion | bool | - | Whether any suspicion was detected |
suspicious_points | list[str] | - | List of all suspicious points |
overall_feedback | str | - | Overall feedback about the validation |
overall_confidence | float | 0.0 | Overall confidence score |
Functions
calculate_suspicion
Calculate suspicion based on all validation points.
Returns:
str: Complete validation summary for editor
ReliabilityProcessor
Processor for reliability and content validation.Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
confidence_threshold | float | 0.7 | Confidence threshold for validation |
Functions
process_task
Process a task through reliability validation.
Parameters:
task(Task): The task to processreliability_layer(Optional[Any]): The reliability layer configurationmodel_provider(Optional[Union[Model, str]]): The model provider
Task: The processed task
Functions
strip_context_tags
Remove context tags from text while preserving the content inside.
Parameters:
text(str): The text to clean
str: The cleaned text
find_urls_in_text
Find all URLs in the given text using regex pattern matching.
Parameters:
text(str): The text to search
List[str]: List of found URLs
find_numbers_in_text
Find all numbers in the given text using regex pattern matching.
Parameters:
text(str): The text to search
List[str]: List of found numbers
find_code_in_text
Check if text contains code-like patterns.
Parameters:
text(str): The text to check
bool: True if code patterns are found
contains_urls
Check if any of the provided texts contain URLs.
Parameters:
texts(List[str]): List of texts to check
bool: True if any text contains URLs
contains_numbers
Check if any of the provided texts contain numbers.
Parameters:
texts(List[str]): List of texts to check
bool: True if any text contains numbers
contains_code
Check if any of the provided texts contain code.
Parameters:
texts(List[str]): List of texts to check
bool: True if any text contains code