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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.

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.

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LLM providers

OpenAI

RAILOpenAI - wraps GPT-4o, GPT-4o-mini, and all OpenAI chat models.

Anthropic

RAILAnthropic - wraps Claude 3.5, Claude 3, and all Anthropic models.

Google Gemini

RAILGemini - wraps Gemini 1.5 Pro/Flash and Vertex AI models.

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Observability

Langfuse

Log RAIL scores alongside LLM traces in Langfuse.

LiteLLM

RAILGuardrail - RAIL as a LiteLLM guardrail.

OpenTelemetry

Export RAIL scores as OTEL spans.

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Installation

Install just the providers you need: 
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: 
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