LLM Applications A comprehensive guide to building RAG-based LLM applications for production. Blog post:https://www.anyscale.com/blog/a-comprehensive-guide-for-building-rag-based-llm-applications-part-1 GitHub repository:https://github.com/ray-project/llm-applications ...
Hands-on exercises: Refine the RAG implementation with advanced techniques; evaluate and showcase the improved performance Group discussion: How can we further improve the performance and reliability of our application? Q&A Break Building trust in LLM applications (75 minutes) Presentation: Difference f...
Metaverse Applications - Omniverse Recommender Systems - Merlin Robotics - Isaac Speech AI - Riva Telecommunications - Aerial Top SDKs and Libraries Parallel Programming - CUDA Toolkit Developer Tools - Nsight Tools Edge AI applications - Jetpack BlueField data processing - DOCA Accelerated...
Unified framework for building enterprise RAG pipelines with small, specialized models - llmware-ai/llmware
By the end of this workshop, participants will have a solid understanding of RAG agents and the tools necessary to develop their own LLM applications. 本次研讨会结束时,参与者将对RAG代理和开发自己的LLM应用程序所需的工具有深入的了解。
NVIDIA LLM Developer Day is a virtual event providing hands-on guidance for developers exploring and building LLM-based applications and services.
This is why one of the most popular applications of LLMs in enterprise settings is retrieval-augmented generation—RAG for short. At Vizly, our AI-powered data analysis platform, we have gained valuable insights into building effective RAG systems. In this tutorial, we will share some of our...
intent. The RAG workflow is appealing to enterprises and allows organizations to take advantage of the power of generative AI while their confidential data sources remain confidential. Additionally, this path avoids retraining or fine-tuning an LLM, a time consuming and often...
By addressing these challenges, RAG has the potential to significantly enhance the capabilities of LLMs and unlock new possibilities for natural language processing applications. What is LangChain used for? LangChainis an open-source framework that simplifies the development of applications using ...
real-world environments and contexts. I’m excited to share the insights, challenges, and solutions I’ve encountered along the way. The strategies l will present in this series have consistently produced higher-quality results in real-world applications when compared to standard RAG implementations....