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 Free Download Graph RAG LLM: Hands-on Guide to graph-based approach to retrieval-augmented generation (RAG) For Developers (The Frontiers of RAG Research: Exploring the Latest Developments and Techniques) by Charles Sprinter English | October 27, 2024 | ISBN: N/A | ASIN: B0DL5T47Z6 | 177 pages | EPUB | 1.14 Mb Unlike sending plain text chunks of documents to the LLM, Graph RAG can also provide structured entity information to the LLM combining the entity textual description with its many properties and relationships, thus encouraging deeper insights facilitated by the LLM. With Graph RAG each record in the vector database can have contextually rich representation increasing the understandability of specific terminology, so the LLM can make better sense of specific subject domains. Graph RAG can be combined with the standard RAG approach to get the best of both worlds - the structure and accuracy of the graph representation combined with the vastness of textual content.  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The Citizens Advisory Committee on the Efficiency and Effectiveness of City-County Government asked RAND to examine whether consolidating the City of Pittsburgh and Allegheny County would enhance economic development. This report concludes that, although evidence is mixed and effects difficult to measure, several features of consolidationunity of leadership, improved policy direction, and sharpened economic-development initiativescould do so. However, the report also notes that increased cooperation and collaboration with the private sector is important and that combining only two of the many local governments still leaves substantial government fragmentation in the region.  Free Download Governing the Future (CRC Press Reference Books in Computer Science) by Henning Glaser, Pindar Wong English | February 28, 2025 | ISBN: 1032116374 | 210 pages | MOBI | 1.69 Mb We are living in times of deep and disruptive change. Perhaps the most powerful vector of this change can be described by three related catchphrases: digitalization, artificial intelligence, and dataism. Drawing on considerable expertise from a wide range of scholars and practitioners, this interdisciplinary collection addresses the challenges, impacts, opportunities and regulation of this civilizational transformation from a variety of angles, including technology, philosophy, cultural studies, international law, sociology and economics. This book will be of special interest to scholars, students, analysts, policy planners, and decision-makers in think tanks, international organizations, and state agencies studying and dealing with the development and governance of disruptive technologies.  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Paying close attention to the productions of the National Film Unit in the 1940s and 1950s, Lars Weckbecker traces the shifting practices and governmentality of documentary's 'visions of the real' as New Zealand and its population came to be envisioned through NFU film for an ensemble of political, pedagogic, and propagandistic purposes.  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At the core of the story of right and wrong are young, attractive Ellen Hirschorn and her older cousin Mose, a high school teacher who thinks he knows, in fact, what is "good for the Jews"---and for Ellen, too. Their stories intertwine with those of the school superintendent, his ex-wife and son, and a new principal. Workplace treachery, the bonds of family, coming of age, and romantic relationships all take center stage as the characters negotiate the fallout from a puzzling fire. Spark's evocative writing style and sharp, understanding treatment of her diverse characters draw the reader into this surprising page-turner, a finalist for the 2009 ForeWord Magazine Book of the Year Award. Debra Spark is the author of two previous novels, The Ghost of Bridgetown and Coconuts for the Saint, as well as Curious Attractions: Essays on Fiction Writing. She's been a fellow at Radcliffe College's Bunting Institute and a recipient of a National Endowment for the Arts award. Her short stories, essays, and reviews have appeared in publications including Food and Wine, Esquire, the New York Times, the Washington Post, and Yankee. She is a professor at Colby College and teaches in the MFA Program for Writers at Warren Wilson College. She lives with her husband and son in North Yarmouth, Maine.  Free Download Good Work: Reclaiming Your Inner Ambition by Paul Millerd English | September 17, 2024 | ISBN: 1965701027 | 222 pages | EPUB | 1.38 Mb What if work isn't just something you do, but a portal to a life where you can feel fully alive? |
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