`rag-systems` Related Article Results

LlamaIndex is an open-source data framework designed to connect large language models (LLMs) with private and external data sources. Its primary goal is to overcome the limitation of LLMs being confined solely to their training data by enhancing them with up-to-date, context-specific information from diverse sources such as APIs, databases, and PDF files. LlamaIndex focuses particularly on building and optimizing Retrieval-Augmented Generation (RAG) systems, simplifying the processes of efficien

Fireworks AI is an artificial intelligence platform founded in 2022 in Redwood City, California. The company aims to enable the low-latency, high-efficiency, and cost-effective deployment and customization of generative AI (GenAI) models. Fireworks AI provides a cloud-based infrastructure that facilitates the production-grade deployment of open-source large language models (LLMs) and multimodal models.FoundingFireworks AI was founded by engineers formerly involved in the development of PyTorch a