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`llmware` is a unified framework for developing LLM-based application patterns including Retrieval Augmented Generation (RAG).
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🧰🛠️🔩**The Ultimate Toolkit for Building LLM Apps**
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This project provides an integrated set of tools that anyone can use - from a beginner to the most sophisticated AI developer - to rapidly build industrial-grade, knowledge-based enterprise LLM applications.
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From quickly building POCs to scalable LLM Apps for the enterprise, LLMWare is packed with all the tools you need.
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`llmware` is an integrated framework with over 50+ models in Hugging Face for quickly developing LLM-based application including Retrieval Augmented Generation (RAG) and Multi-Step Orchestration of Agent Workflows.
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This project provides a comprehensive set of tools that anyone can use - from a beginner to the most sophisticated AI developer - to rapidly build industrial-grade, knowledge-based enterprise LLM applications.
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Our specific focus is on making it easy to integrate open source small specialized models and connecting enterprise knowledge safely and securely.
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