InfoQ<p>Discover how integrating <a href="https://techhub.social/tags/KnowledgeGraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>KnowledgeGraphs</span></a> with <a href="https://techhub.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a>-based systems delivers structured data as a ground truth - enhancing accuracy & reliability.</p><p>This approach tackles key challenges like:<br>✅ Hallucinations<br>✅ The “lost-in-the-middle” issue<br>…especially in <a href="https://techhub.social/tags/RetrievalAugmentedGeneration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RetrievalAugmentedGeneration</span></a> (<a href="https://techhub.social/tags/RAG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RAG</span></a>) applications.</p><p>🎬 Watch the <a href="https://techhub.social/tags/InfoQ" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InfoQ</span></a> video to dive deeper - <a href="https://techhub.social/tags/transcript" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>transcript</span></a> included: <a href="https://bit.ly/3U0R7HY" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/3U0R7HY</span><span class="invisible"></span></a> </p><p><a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a></p>
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#retrievalaugmentedgeneration
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Europe Says<p><a href="https://www.europesays.com/2092537/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">europesays.com/2092537/</span><span class="invisible"></span></a> NetApp partners with NVIDIA to boost AI data storage in Australia <a href="https://pubeurope.com/tags/AIAdoption" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIAdoption</span></a> <a href="https://pubeurope.com/tags/AIAgents" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIAgents</span></a>(AgenticAI) <a href="https://pubeurope.com/tags/ArtificialIntelligenceAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligenceAI</span></a> <a href="https://pubeurope.com/tags/australia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>australia</span></a> <a href="https://pubeurope.com/tags/CloudStorage" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CloudStorage</span></a> <a href="https://pubeurope.com/tags/DataGovernance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataGovernance</span></a> <a href="https://pubeurope.com/tags/DataInfrastructure" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataInfrastructure</span></a> <a href="https://pubeurope.com/tags/DataSecurity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataSecurity</span></a> <a href="https://pubeurope.com/tags/EnterpriseStorage" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EnterpriseStorage</span></a> <a href="https://pubeurope.com/tags/GenerativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenerativeAI</span></a>(GenAI) <a href="https://pubeurope.com/tags/NetApp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NetApp</span></a> <a href="https://pubeurope.com/tags/Nvidia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Nvidia</span></a> <a href="https://pubeurope.com/tags/RAG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RAG</span></a> <a href="https://pubeurope.com/tags/RetrievalAugmentedGeneration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RetrievalAugmentedGeneration</span></a>(RAG)</p>
InfoQ<p>Tired of LLM hallucinations? <a href="https://techhub.social/tags/RetrievalAugmentedGeneration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RetrievalAugmentedGeneration</span></a> is your answer!</p><p>Learn how applying high-quality metadata and distributing ownership of documents & prompts to domain experts can further boost accuracy in your <a href="https://techhub.social/tags/RAG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RAG</span></a> applications.</p><p>ℹ️ Dive deeper into this topic in the <a href="https://techhub.social/tags/InfoQ" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InfoQ</span></a> article by George Panagiotopoulos.</p><p>👉 Read more: <a href="https://bit.ly/4kcbqgM" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/4kcbqgM</span><span class="invisible"></span></a> </p><p><a href="https://techhub.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/GenerativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenerativeAI</span></a></p>
InfoQ<p>Discover how <a href="https://techhub.social/tags/Uber" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Uber</span></a> has developed Genie - an <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a>-powered on-call copilot designed to improve the efficiency of on-call support engineers.</p><p>Powered by <a href="https://techhub.social/tags/RetrievalAugmentedGeneration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RetrievalAugmentedGeneration</span></a> (RAG), Genie delivers accurate real-time responses and significantly enhances incident response speed and effectiveness.</p><p>Since its launch, Genie has:<br>• Answered 70,000+ questions across 154 Slack channels<br>• Saved an estimated 13,000 engineering hours<br>• Achieved a 48.9% helpfulness rate from user feedback</p><p>Read more on <a href="https://techhub.social/tags/InfoQ" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InfoQ</span></a> 👉 <a href="https://bit.ly/3YKbP1N" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/3YKbP1N</span><span class="invisible"></span></a> </p><p><a href="https://techhub.social/tags/CaseStudy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CaseStudy</span></a> <a href="https://techhub.social/tags/SoftwareArchitecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareArchitecture</span></a> <a href="https://techhub.social/tags/AIArchitecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIArchitecture</span></a></p>
InfoQ<p>🎙️ New InfoQ Podcast: A Primer on AI for Architects with Anthony Alford</p><p>In this episode of the <a href="https://techhub.social/tags/InfoQ" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InfoQ</span></a> <a href="https://techhub.social/tags/podcast" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>podcast</span></a> with Thomas Betts & Anthony Alford, Senior Director at Genesys and InfoQ Editor, breaks down the essential AI concepts that software architects need to understand in today’s evolving tech landscape. From machine learning models to large language models (LLMs) and retrieval-augmented generation (RAG), Anthony covers everything you need to know.</p><p>Key Takeaways:<br>1️⃣ AI ≠ Magic: Most AI today is machine learning. LLMs like GPT are functions that take inputs and provide outputs, just like any other API call.<br>2️⃣ LLM Adoption: Define success criteria before integrating LLMs into your app. Start with Retrieval-Augmented Generation (RAG) to improve results.<br>3️⃣ Vector Databases: They enable nearest-neighbor searches, helping find relevant content to improve LLM responses.</p><p>👉 Listen to the full episode: <a href="https://bit.ly/4gqYORN" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/4gqYORN</span><span class="invisible"></span></a> </p><p><a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://techhub.social/tags/RAG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RAG</span></a> <a href="https://techhub.social/tags/RetrievalAugmentedGeneration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RetrievalAugmentedGeneration</span></a> <a href="https://techhub.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://techhub.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a></p>
InfoQ<p>In this <a href="https://techhub.social/tags/InfoQ" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InfoQ</span></a> video, Sam Partee explores the world of <a href="https://techhub.social/tags/RetrievalAugmentedGeneration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RetrievalAugmentedGeneration</span></a> and its significance for <a href="https://techhub.social/tags/LargeLanguageModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LargeLanguageModels</span></a> like OpenAI's GPT4.</p><p>With the rapid evolution of data, LLMs face the challenge of staying up-to-date and contextually relevant. By harnessing the capabilities of <a href="https://techhub.social/tags/VectorEmbeddings" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VectorEmbeddings</span></a> and <a href="https://techhub.social/tags/databases" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>databases</span></a>, LLMs can overcome these challenges and unlock their true potential.</p><p>Watch the video now: <a href="https://bit.ly/3LgXi6i" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/3LgXi6i</span><span class="invisible"></span></a></p><p><a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://techhub.social/tags/RAG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RAG</span></a> # <a href="https://techhub.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a></p>
InfoQ<p>Interested in <a href="https://techhub.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a>?</p><p>In this <a href="https://techhub.social/tags/InfoQ" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InfoQ</span></a> video, Jay Alammar discusses the common schematics of <a href="https://techhub.social/tags/RAG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RAG</span></a> - Retrieval-Augmented Generation - systems and tips on how to improve them.</p><p>👀 Watch now: <a href="https://bit.ly/3yHF1fp" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/3yHF1fp</span><span class="invisible"></span></a> </p><p><a href="https://techhub.social/tags/transcript" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>transcript</span></a> included</p><p><a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a> <a href="https://techhub.social/tags/RetrievalAugmentedGeneration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RetrievalAugmentedGeneration</span></a> <a href="https://techhub.social/tags/Patterns" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Patterns</span></a> <a href="https://techhub.social/tags/BestPractices" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BestPractices</span></a></p>
Michiel Bontenbal<p>I am following this free, short (1 hr) course at Deeplearning.ai. <a href="https://www.deeplearning.ai/short-courses/knowledge-graphs-rag/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">deeplearning.ai/short-courses/</span><span class="invisible">knowledge-graphs-rag/</span></a> </p><p>I can recommend deeplearning.ai, Andrew Ng is one of the best teachers in AI and he has a nose to select the best en hottest topics.</p><p><a href="https://social.edu.nl/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://social.edu.nl/tags/learning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>learning</span></a> <a href="https://social.edu.nl/tags/RAG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RAG</span></a> <a href="https://social.edu.nl/tags/RetrievalAugmentedGeneration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RetrievalAugmentedGeneration</span></a> <a href="https://social.edu.nl/tags/os" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>os</span></a> <a href="https://social.edu.nl/tags/foss" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>foss</span></a></p>
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