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IBM watsonx.governance SDK 1.3.0 documentation

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IBM watsonx.governance SDK 1.3.0 documentation

Installation

Setup
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- IBM watsonx.governance as a service
- IBM watsonx.governance

API
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- Config
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- Entities
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- Metrics
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  - Answer Relevance
    Toggle navigation of Answer Relevance
    - Answer Relevance Decorator
    - Answer Relevance Metric
  - Answer Similarity
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    - Answer Similarity Decorator
    - Answer Similarity Metric
  - Average Precision
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    - Average Precision Decorator
    - Average Precision Metric
  - Context Relevance
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    - Context Relevance Decorator
    - Context Relevance Metric
  - Evasiveness
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    - Evasiveness Decorator
    - Evasiveness Metric
  - Faithfulness
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    - Faithfulness Decorator
    - Faithfulness Metric
  - Hap
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    - Hap Decorator
    - Hap Metric
  - Harm
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    - Harm Decorator
    - Harm Metric
  - Harm Engagement
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    - Harm Engagement Decorator
    - Harm Engagement Metric
  - Hit Rate
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    - Hit Rate Decorator
    - Hit Rate Metric
  - Jailbreak
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    - Jailbreak Decorator
    - Jailbreak Metric
  - Llmaj
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    - Llmaj Metric
  - NDCG
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    - NDCG Decorator
    - NDCG Metric
  - Pii
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    - Pii Decorator
    - Pii Metric
  - Profanity
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    - Profanity Decorator
    - Profanity Metric
  - Prompt Safety Risk
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    - Prompt Safety Risk Decorator
    - Prompt Safety Risk Metric
  - Reciprocal Rank
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    - Reciprocal Rank Decorator
    - Reciprocal Rank Metric
  - Retrieval Precision
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    - Retrieval Precision Decorator
    - Retrieval Precision Metric
  - Sexual Content
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    - Sexual Content Decorator
    - Sexual Content Metric
  - Social Bias
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    - Social Bias Metric
  - Text Grade Level
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    - Text Grade Level Decorator
    - Text Grade Level Metric
  - Text Reading Ease
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    - Text Reading Ease Decorator
    - Text Reading Ease Metric
  - Tool Call Accuracy
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    - Tool Call Accuracy Decorator
    - Tool Call Accuracy Metric
  - Tool Call Parameter Accuracy
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    - Tool Call Parameter Accuracy Decorator
    - Tool Call Parameter Accuracy Metric
  - Tool Call Relevance
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    - Tool Call Relevance Decorator
    - Tool Call Relevance Metric
  - Tool Call Syntactic Accuracy
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    - Tool Call Syntactic Accuracy Decorator
    - Tool Call Syntactic Accuracy Metric
  - Topic Relevance
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    - Topic Relevance Decorator
    - Topic Relevance Metric
  - Unethical Behavior
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    - Unethical Behavior Decorator
    - Unethical Behavior Metric
  - Unsuccessful Requests
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    - Unsuccessful Requests Decorator
    - Unsuccessful Requests Metric
  - Violence
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    - Violence Decorator
    - Violence Metric
  - Base Metric Decorator
  - Utils
- Visualizations
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- Prompt Evaluator
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  - Prompt Evaluator
- Evaluators
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- Tools
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  - Clients
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    - AI Tool Client
    - Detector Client
  - Core
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    - Tool Loader
  - Entities
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    - AI Tools
  - Rest Api
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    - Restapi Tool
  - Utils
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- Agent Catalog
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    - Agent Loader
    - Agents
  - Entities
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    - AI Agent
  - Utils
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    - Constants
    - Notebook Utils

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Utils¶

ibm_watsonx_gov.metrics.utils.mapping_to_df(mapping: Mapping, mapping_data: Dict) → DataFrame¶: Convert mapping configuration and mapping data into a pandas DataFrame.

Base Metric Decorator

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Utils
- mapping_to_df()