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llmware is an open source framework designed for enterprise-class RAG applications

2025-08-19 283

llmware is an enterprise-grade open source framework focused on Retrieval Augmented Generation (RAG) technology, developed by AI Bloks and following the Apache 2.0 license. It provides a complete RAG pipeline toolchain covering the full lifecycle management from knowledge source access to generative AI model inference. The framework contains more than 50 dedicated large language models (e.g., SLIM, DRAGON, and BLING families) optimized for tasks such as question and answer, classification, and extraction. Its outstanding feature is that it supports running in local or private cloud environments, which is especially suitable for industries with strict data security requirements, such as finance and law, and is compatible with a wide range of common databases and vector storage schemes.

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