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Ragas

Open-source evaluation framework for RAG pipelines

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Looking for a tool like Ragas (Open-source evaluation framework for RAG pipelines)? Below are 8 AI tools people use as an alternative to Ragas, ranked by leaderboard position. Each one is approved by our editors and worth comparing before you decide.

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AI-first code editor, forked from VS Code

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GitHub Copilot
GitHub Copilot

The AI pair programmer most developers actually use

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Amazon Bedrock
Amazon Bedrock

One API for Claude, Llama, Titan, and more on AWS

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Azure OpenAI Service
Azure OpenAI Service

Enterprise access to OpenAI models via Microsoft Azure

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Ollama
Ollama

Run open-source LLMs locally with one command

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LM Studio
LM Studio

Desktop app for downloading and running local LLMs

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Jan
Jan

Privacy-first desktop app for running AI models locally

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LlamaIndex
LlamaIndex

Data framework for connecting LLMs to your own data

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