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

# Frameworks

> Integrations with leading AI/ML frameworks

Bring together your AI models, workflows, tools, and data with ease. Contextual AI's integrations empower your RAG agents to operate smarter and share knowledge seamlessly across popular AI solutions.

## Available Integrations

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***

### CrewAI

CrewAI is an open source orchestration framework for building and deploying automated multi-agent workflows.

* [Contextual AI in the CrewAI Ecosystem](https://www.crewai.com/ecosystem)
* [CrewAI on GitHub](https://github.com/crewAIInc/crewAI)

***

### n8n

n8n is an no-code, open-source workflow automation platform that combines AI capabilities with business process automation.

* [n8n Integrations Page](https://n8n.io/integrations/contextual-ai/)
* [npm Package: Contextual AI n8n Community Node](https://www.npmjs.com/package/n8n-nodes-contextualai)
* [Contextual AI n8n How-to Guide](/how-to-guides/n8n)
* [n8n on GitHub](https://github.com/n8n-io/n8n)

***

### Ragas

Ragas is an open-source framework for testing and evaluating LLM applications and retrieval-augmented generation (RAG) AI systems.

* [Notebook: Using Ragas to Evaluate Contextual AI RAG Agents](https://github.com/ContextualAI/examples/blob/main/07-evaluation-ragas/Using_RAGAS.ipynb)
* [Ragas on GitHub](https://github.com/explodinggradients/ragas)