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

# Overview

> Adaptive RAG evaluation with a Council-of-LLMs.

# Quorum

Quorum is a RAG evaluation platform that routes each test case to the right
evaluation strategy based on risk. Instead of paying for a full judge panel on
every case, Quorum uses adaptive orchestration to balance quality, cost, and
latency.

## Why teams use Quorum

* Catch silent RAG failures before they reach production
* Run multi-judge evaluation only where it matters
* Stream every evaluation milestone in real time over SSE
* Inspect cost, verdict, and judge-level reasoning for each run

## Evaluation strategies

| Strategy  | When to use it    | What runs                                              |
| --------- | ----------------- | ------------------------------------------------------ |
| `council` | High-risk cases   | OpenAI + Anthropic + Gemini judges, then an aggregator |
| `hybrid`  | Medium-risk cases | Deterministic checks plus one LLM judge                |
| `single`  | Low-risk cases    | One lightweight judge                                  |
| `auto`    | Default mode      | Risk-based routing across all three                    |

## What the platform includes

* A React frontend for uploads, live streaming, and history
* An Express backend with orchestration, SSE, and persistence
* JavaScript and Python SDKs
* Public benchmark results at [the benchmarks page](https://quorum.onrender.com/benchmarks)

## Key links

* Live demo: [quorum.onrender.com](https://quorum.onrender.com)
* GitHub: [AlexLopezGomez/Quorum---Council-LLMs](https://github.com/AlexLopezGomez/Quorum---Council-LLMs)
* Benchmarks: [quorum.onrender.com/benchmarks](https://quorum.onrender.com/benchmarks)

## Next steps

* Start with [Quickstart](/quickstart)
* Learn the routing model in [How It Works](/how-it-works)
* Explore the SDKs in [JavaScript SDK](/sdk/javascript) and [Python SDK](/sdk/python)