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Generative AI with LangChain : Build Large Language Model (LLM) Apps with Python, ChatGPT, and Other LLMs.
Published 2023Table of Contents: “…Vector indexing -- Vector libraries -- Vector databases -- Loading and retrieving in LangChain -- Document loaders -- Retrievers in LangChain -- kNN retriever -- PubMed retriever -- Custom retrievers -- Implementing a chatbot -- Document loader -- Vector storage -- Memory -- Conversation buffers -- Remembering conversation summaries -- Storing knowledge graphs -- Combining several memory mechanisms -- Long-term persistence -- Moderating responses -- Summary -- Questions -- Chapter 6: Developing Software with Generative AI -- Software development and AI -- Code LLMs -- Writing code with LLMs -- StarCoder -- StarChat -- Llama 2 -- Small local model -- Automating software development -- Summary -- Questions -- Chapter 7: LLMs for Data Science -- The impact of generative models on data science -- Automated data science -- Data collection -- Visualization and EDA -- Preprocessing and feature extraction -- AutoML -- Using agents to answer data science questions -- Data exploration with LLMs -- Summary -- Questions -- Chapter 8: Customizing LLMs and Their Output -- Conditioning LLMs -- Methods for conditioning -- Reinforcement learning with human feedback -- Low-rank adaptation -- Inference-time conditioning -- Fine-tuning -- Setup for fine-tuning -- Open-source models -- Commercial models -- Prompt engineering -- Prompt techniques -- Zero-shot prompting -- Few-shot learning -- Chain-of-thought prompting -- Self-consistency -- Tree-of-thought -- Summary -- Questions -- Chapter 9: Generative AI in Production -- How to get LLM apps ready for production -- Terminology -- How to evaluate LLM apps -- Comparing two outputs -- Comparing against criteria -- String and semantic comparisons -- Running evaluations against datasets -- How to deploy LLM apps -- FastAPI web server -- Ray -- How to observe LLM apps -- Tracking responses -- Observability tools.…”
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Long Term Evolution 4G and Beyond /
Published 2016Table of Contents: “…-Wavelet-based Narrowband Interference Suppression in Long Term Evolution Physical Channels.…”
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Long Afterglow Phosphorescent Materials
Published 2017Table of Contents: “…Fundamentals of Luminescent Materials -- Inorganic Long Persistent Phosphor -- Materials Characterization -- Applications of Inorganic Afterglow Phosphors -- Organic Afterglow Phosphors.…”
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Long-term management of contaminated sites
Published 2007Table of Contents: “…Introduction: long--term management of contaminated sites / Thomas M. …”
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Global Perspectives on Long Term Community Resource Management
Published 2019Table of Contents: “…Defining Community and Management Practices in Long Term Natural Resource Management -- Managing risk through cooperation: Need-based transfers and risk pooling among the societies of the Human Generosity Project -- Trolls, Water, Time, and Community: Resource Management in the Mývatn District of Northeast Iceland -- Organization of high-altitude summer pastures: the dialectics of conflict and cooperation -- Large-Scale Land Acquisition as Commons Grabbing: A comparative analysis of six African case studies -- Open Access, Open Systems: Pastoral Resource Management in the Chad Basin -- Mollusk Harvesting in the Pre-European Contact Pacific Islands: investigating Resilience and Sustainability -- Environment and Landscapes of Latin America's Past -- Collaborative and Competitive Strategies in the Variability and Resiliency of Early Complex Societies in Mesoamerica -- The Native California Commons: Ethnographic and Archaeological Perspectives on Land Control, Resource Use, and Management -- Identifying Common Pool Resources in the Archaeological Record: A Case Study of Water Commons from the North American Southwest.…”
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What is Translation History? A Trust-Based Approach /
Published 2019Full-text access
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Resource Allocation in Unlicensed Long Term Evolution HetNets
Published 2018Full-text access
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The wood for the trees : the long view of nature from a small wood /
Published 2016View in OPAC
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