> ## Documentation Index
> Fetch the complete documentation index at: https://docs.lyzr.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Responsiblesafeai

# Lyzr API Responsible & Safe AI Documentation

## 1. Introduction

Ensuring **Responsible & Safe AI** is critical in AI development. Lyzr provides configurable features that help in mitigating biases, preventing toxicity, ensuring factual correctness, and guarding against prompt injection attacks.

## 2. Responsible AI Features

### a) Context Relevance

* Ensures AI responses are **aligned with the input query**.
* Prevents AI from drifting away from the intended topic.

### b) Reflection

* The AI evaluates its own response before generating a final answer.
* Improves logical consistency.

### c) Groundedness

* Ensures AI responses are based on **verifiable facts**.
* Helps maintain accuracy and prevent hallucinations.
* **Configuration:**
  * Define key facts AI should adhere to.
  * Example:
    ```json theme={null}
    {
      "type": "GROUNDEDNESS",
      "config": {
        "facts": [
          "Medical advice should be from verified sources.",
          "AI should not provide emergency medical help."
        ]
      }
    }
    ```

## 3. Safe AI Features

### a) Fairness & Bias

* Detects and mitigates biased responses.
* Ensures inclusivity and ethical AI behavior.

### b) Toxicity Check

* Filters out harmful, offensive, or inappropriate language.
* Helps maintain user-friendly interactions.

### c) Prompt Injection Protection

* Prevents users from **manipulating AI** into behaving undesirably.
* **Configuration:**
  * Set a **threshold** (0-1) to determine sensitivity.
  * Example:
    ```json theme={null}
    {
      "type": "PROMPT_INJECTION",
      "config": {
        "threshold": 1
      }
    }
    ```

## 4. Example Implementation

Here is a JSON configuration example for a **Healthcare AI Assistant** implementing Responsible & Safe AI features:

```json theme={null}
{
  "name": "Healthcare AI Assistant",
  "description": "An AI-powered assistant providing medical insights while ensuring responsible and safe AI usage.",
  "agent_role": "You are a trusted medical assistant providing evidence-based health insights.",
  "agent_instructions": "Use medical knowledge and reference trusted sources to provide accurate and responsible healthcare information. Avoid diagnosing or prescribing medications.",
  "examples": null,
  "features": [
    {
      "type": "CONTEXT_RELEVANCE",
      "priority": 0,
      "config": {}
    },
    {
      "type": "SRS",
      "config": {
        "max_tries": 2,
        "modules": {
          "reflection": true,
          "bias": true,
          "toxicity": true
        }
      },
      "priority": 0
    },
    {
      "type": "GROUNDEDNESS",
      "config": {
        "facts": [
          "All medical advice should be referenced from verified healthcare sources.",
          "The assistant should not provide emergency medical advice."
        ]
      },
      "priority": 0
    },
    {
      "type": "PROMPT_INJECTION",
      "config": {
        "threshold": 1
      },
      "priority": 0
    }
  ],
  "tool": null,
  "tool_usage_description": null,
  "provider_id": "OpenAI",
  "temperature": "0.7",
  "top_p": "0.9",
  "llm_credential_id": "lyzr_openai",
  "model": "gpt-4o-mini"
}
```

## 5. Conclusion

By leveraging Lyzr’s **Responsible & Safe AI** features, developers can create AI agents that are ethical, factual, and free from harmful content. Proper configuration of these features enhances **trustworthiness and usability** while preventing AI manipulation and bias-related issues.