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Integrations

Ragas is a framework and can be integrated with a host of different frameworks and tools so that you can use Ragas with your own toolchain. If any tool you want is not supported feel free to raise an issue and we'll be more than happy to look into it 🙂

Frameworks

  • Langchain - Langchain is a framework for building LLM applications, more information can be found here.
  • LlamaIndex - LlamaIndex is a framework for building RAG applications, more information can be found here.
  • Swarm - Swarm is a framework for orchestrating multiple AI agents, more information can be found here.

Tracing Tools

Tools that help you trace the LLM calls can be integrated with Ragas to get the traces of the evaluator LLMs.

  • Arize Phoenix - Arize is a platform for observability and debugging of LLMs, more information can be found here.
  • Langsmith - Langsmith is a platform for observability and debugging of LLMs from Langchain, more information can be found here.