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

# Integrations Overview

> Drop-in wrappers for LLM providers and observability platforms.

RAIL Score integrates with major LLM providers and observability tools. Provider wrappers add automatic RAIL scoring to every LLM response without changing your call logic.

## LLM providers

<CardGroup cols={3}>
  <Card title="OpenAI" icon="bolt" href="/integrations/openai">
    RAILOpenAI - wraps GPT-4o, GPT-4o-mini, and all OpenAI chat models.
  </Card>

  <Card title="Anthropic" icon="a" href="/integrations/anthropic">
    RAILAnthropic - wraps Claude 3.5, Claude 3, and all Anthropic models.
  </Card>

  <Card title="Google Gemini" icon="google" href="/integrations/gemini">
    RAILGemini - wraps Gemini 1.5 Pro/Flash and Vertex AI models.
  </Card>
</CardGroup>

## Observability

<CardGroup cols={2}>
  <Card title="Langfuse" icon="chart-line" href="/integrations/langfuse">
    Log RAIL scores alongside LLM traces in Langfuse.
  </Card>

  <Card title="LiteLLM" icon="bolt" href="/integrations/litellm">
    RAILGuardrail - RAIL as a LiteLLM guardrail.
  </Card>

  <Card title="OpenTelemetry" icon="signal" href="/observability/opentelemetry">
    Export RAIL scores as OTEL spans.
  </Card>
</CardGroup>

## Installation

Install just the providers you need:

```bash theme={null}
pip install "rail-score-sdk[openai]"       # OpenAI
pip install "rail-score-sdk[anthropic]"    # Anthropic
pip install "rail-score-sdk[google]"       # Gemini
pip install "rail-score-sdk[litellm]"      # LiteLLM
pip install "rail-score-sdk[integrations]" # All LLM providers
```

For JavaScript:

```bash theme={null}
npm install @responsible-ai-labs/rail-score openai          # + OpenAI
npm install @responsible-ai-labs/rail-score @anthropic-ai/sdk  # + Anthropic
npm install @responsible-ai-labs/rail-score @google/generative-ai  # + Gemini
```