GitHub - explodinggradients/ragas: Evaluation framework for …
网页Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines. 🚀 Dedicated solutions to evaluate, monitor and improve performance of LLM & RAG application in production including custom models for production quality monitoring. Talk to founders.
Introduction - Ragas
网页Learn the basics and become familiar with the Ragas metrics and how to evaluate RAG pipelines with it, how to generate synthetic testsets to run evaluations against and setting up online monitoring for your RAG apps.
Raga - Wikipedia
网页A raga (IAST: rāga, IPA: [ɾäːɡ]; also raaga or ragam or raag; lit. 'colouring' or 'tingeing' or 'dyeing'[1][2]) is a melodic framework for improvisation in Indian classical music akin to a melodic mode. [3] . Rāga is central to classical Indian music and a common feature of all types of world music. It is not unique to 'Indian Music'. [4] .
ragas · PyPI
网页2023年5月14日 · Ragas is a framework that helps you evaluate your Retrieval Augmented Generation (RAG) pipelines. RAG denotes a class of LLM applications that use external data to augment the LLM’s context. There are existing tools and frameworks that help you build these pipelines but evaluating it and quantifying your pipeline performance can be hard.
A Beginner’s Guide to Understanding Ragas and Talas
网页What is a Raga? A raga is a melodic framework for improvisation and composition. It is more than just a scale or a mode; it is a set of rules for building a melody that evokes specific emotions and creates a particular atmosphere. The concept of raga is central to both Hindustani (North Indian) and Carnatic (South Indian) classical music.
What is a Raga? - Raag Hindustani
网页What is a Raga? Ragas are derived from scales, so let's begin by trying to understand what a scale is. An octave has 12 notes. A scale is a musical theme created by choosing a specific set of notes from within these 12 notes. Think of the 12 notes in an octave as 12 different colors.
Bring Your Own LLMs and Embeddings - Ragas
网页Ragas uses LLMs and Embeddings for both evaluation and test set generation. By default, the LLM and Embedding models of choice are OpenAI models. Evaluations. Testset Generation
What is a Raga in Music? | Artium Academy
网页2023年7月11日 · Rags are intricate musical frameworks that have evolved over ages, each with their own distinct personality and mood. Understanding them is essential for comprehending and enjoying Indian classical music. In this beginner’s guide, let’s explore what a raga is, how it can be performed and its importance.
Get Started - Ragas
网页Welcome to the Ragas tutorials! If you're new to Ragas, the Get Started guides will walk you through the fundamentals of working with Ragas. These tutorials assume basic knowledge of Python and Retrieval Augmented Generation (RAG) pipelines. Before you proceed further, ensure that you have Ragas installed! The tutorials only provide an overview ...
Raga | Classical, Hindustani & Carnatic | Britannica
网页2024年8月9日 · Raga , (from Sanskrit, meaning “colour” or “passion”), in the classical music of India, Bangladesh, and Pakistan, a melodic framework for improvisation and composition. A raga is based on a scale with a given set of notes, a typical order in which they appear in melodies, and characteristic musical.
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