A thought for #LabourDay: AI systems should work smart, not just fast. 900fps inference means little if post-processing drops your app to 20fps. Metis + Voyager SDK ensure every part of your stack works. Efficiency is about purposeful labour! https://
eu1.hubs.ly/H0jNvXl0
SOFTWARE
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AI Systems Efficiency: Smart Work Over Speed
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Runway drops character consistency references for AI video generation
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Nice! Runway drops references for character consistency across AI video generation – very coolpic.twitter.com/2wmcxetIFS
— AI Breakfast (@AiBreakfast) 1 mai 2025Nice! Runway drops references for character consistency across AI video generation – very cool
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Loading Knowledge Base and Initializing RAG Agent for PDF Processing
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5. Next, Loading the Knowledge & Agent When a PDF is processed, we instantiate PDFKnowledgeBase with the file path & our Milvus vector_db. Then we pass it into the above "get_rag_agent" method to initialize a fully ready-to-chat agent and then store it as a session variable.
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Installation de Milvus : Base de données vectorielle open-source
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2. Install Milvus We use Milvus, an open-source vector database, to store document embeddings. Milvus supports flexible deployments via Kubernetes, Docker, or Lite mode via pip install. Let's run the "standalone_embed. sh" script to launch Milvus in Docker standalone mode.
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Meta developing Discover AI tab with Reasoning and Voice Personalisation
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Meta is working on a new Discover AI's tab as well as new Reasoning and Voice Personalisation options. h/t @alex193a
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SAP Databricks Now GA: Unlocking Data Intelligence and AI
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It’s official: @SAP Databricks is now GA!
SAP customers can now unlock data intelligence across their SAP data and external sources—enabling improved governance, advanced analytics, and AI use cases. Learn more: https://
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Omni-reference coming soon replaces current solution
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Will be replaced by omni-reference which is coming very soon (was supposed to be released now but was held up by some deployment issues)
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Omni-reference feature delayed by deployment issues
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Will be replaced by omni-reference which is coming very soon (was supposed to be released now but was held up by some deployment issues)
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Omni-Reference Feature Coming Soon Despite Deployment Delays
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Will be replaced by omni-reference which is coming very soon (was supposed to be released now but was held up by some deployment issues)