Ragas
Ragas, formerly known as Exploding Gradients, is a San Francisco-based company specializing in infrastructure tools for LLM applications, offering features like Ragas Metrics, Synthetic Test Data, and Online Monitoring to enhance RAG application efficiency.
Company Overview
Ragas, formerly known as Exploding Gradients, is a B2B infrastructure company based in San Francisco, CA, USA. Specializing in Artificial Intelligence and Open Source solutions, Ragas focuses on connecting LLMs (Large Language Models) to external knowledge bases. The company targets the improvement of efficiency and effectiveness in Retrieval-Augmented Generation (RAG) applications built upon foundational models. Launched in 2023, Ragas operates primarily in the United States and Canada regions.
Y Combinator W24 Batch
Ragas is part of the Y Combinator Winter 2024 (W24) batch. This inclusion provides Ragas with valuable resources and networking opportunities, aiding in their mission to enhance LLM applications efficiently. The Y Combinator platform has been instrumental in accelerating the company's growth in the early stage of its development.
Products and Features
Ragas offers several key features designed to enhance LLM applications. Ragas Metrics provides intuitive and explainable metrics to quantify the performance of these applications. The Synthetic Test Data feature significantly reduces developers' time by 90% by generating synthetic test datasets. Additionally, Ragas includes Online Monitoring with custom smaller models to ensure ongoing quality in production. These tools are essential for assessing, monitoring, and enhancing RAG applications.
Operational Capacity
Ragas processes 5,000,000 evaluations monthly, underlining its robust operational capacity. Furthermore, its infrastructure has facilitated the evaluation of over 1 million responses on a monthly basis. This capacity indicates the company's strong technical capability and commitment to providing comprehensive tools for LLM application performance.