Virtust Technologies

LLM Continual Learning, In-context Continual Learning LLM Assisted by an External Continual Learner (ECL), without RAG. Imagine an LLM could continually learn, without fine-tuning, without PEFT Adapters. Tired of the limitations of traditional fine-tuning for Large Language Models? Catastrophic forgetting, scaling issues... it's a tough road! Read about InCA - a groundbreaking approach that enables continual learning in LLMs *without* the need for parameter updates! 🤯 InCA, or In-context Continual Learning Assisted by an External Continual Learner, combines in-context learning with an innovative external learning system. This allows for: ✅ Scalable learning without prompt length issues. ✅ No more catastrophic forgetting. ✅ More efficient use of resources. This could be a game-changer for how we train and adapt LLMs for real-world applications! ➡️ Read more: https://lnkd.in/dHXVBxbn #LLMs #ArtificialIntelligence #MachineLearning #ContinualLearning #AI #DeepLearning #Innovation #Research

Efficiently Managing Conversation History with OpenAI API While ensuring Privacy Ever wondered how to create seamless and cost-effective conversational AI applications while ensuring privacy? 🤔 With OpenAI's stateless API design, developers must manage context manually. But don’t worry—there are efficient ways to handle this! 💡 In my latest blog, I share actionable strategies like: ✅ Real-time Summarization: Automate and condense history for concise context. ✅ Hybrid Memory Systems: Combine local storage and vector databases for short and long-term memory. ✅ Streamlined Prompts: Optimize system messages to minimize token usage and costs. Whether you’re building customer service bots, AI agents, or any chat-based application, these techniques will help you create fast, scalable, and privacy-centric solutions. 🌟 Read More about it at: https://lnkd.in/dgjg9ewU and let’s redefine how we manage conversation context in AI! #OpenAI #ArtificialIntelligence #AI #ConversationalAI #TechInnovation #AIDevelopment #AIChatbots #OpenAIAPI #AIApplications #TokenOptimization #TechTips

The AI Agent Revolution is Here, and Gemini is Leading the Charge 🚀 We're not just talking about chatbots anymore. We're entering an era of sophisticated AI agents that can autonomously learn, adapt, and execute complex tasks. The game-changer? Google's Gemini. The latest article from Virtust highlights just how powerful Gemini is for building these advanced agents. Forget rule-based systems, we're talking about AI that can understand nuances, make decisions, and collaborate with humans on an entirely new level. https://lnkd.in/djiuZTTd This isn't some far-off sci-fi dream, it's happening now. Are you ready to: Embrace the power of AI agents? -> Reimagine your workflows and unlock new efficiencies? -> Become a leader in this paradigm shift? -> The future is calling. Let's discuss how we can leverage Gemini to create the next generation of AI-powered solutions. #AI #Gemini #AIAgents #ArtificialIntelligence #Innovation #FutureofWork #TechTrends #MachineLearning #DeepLearning #Virtust #AIRevolution

🔥 "Fine-tuning AI models without sacrificing privacy?" Yes, it's possible. 🚀 As businesses adopt AI at unprecedented rates, fine-tuning models to meet specific needs is a game changer. But here’s the catch—every custom tweak and dataset integration raises concerns about data privacy and secure access. Virtust's recent article breaks down exactly how their process makes privacy a priority while enabling tailored AI solutions: 1️⃣ A streamlined workflow to ensure efficient customizations. 2️⃣ A privacy-first approach that keeps data secure. 3️⃣ Access control methods that give you control over who sees what. Read more here and discover how you can optimize your models while staying compliant: https://lnkd.in/dmRrBPgv 💡 AI shouldn’t be one-size-fits-all, and with the right process, you can balance customization and security. P.S. Do you think privacy is a challenge in AI model fine-tuning? Share your thoughts below! #ArtificialIntelligence #MachineLearning #DataPrivacy #AIFineTuning #PrivacyFirst #Cybersecurity #AIEthics #AIforBusiness #SecureAI #DigitalTransformation #Innovation #FutureOfTech #BusinessTechnology #EnterpriseAI #TechTrends #DataSecurity #DataProtection #AICommunity #TechNews #ThoughtLeadership #InnovationMatters #TechInsights #Leadership #TechLeaders #BusinessGrowth #FutureOfWork

🚀 AI in Logistics: Revolutionizing Supply Chains 🚀 Let’s face it—logistics is evolving faster than ever, and AI is at the forefront of this transformation. 📦💡 Imagine this: Predicting demand accurately, avoiding overstock or shortage. Real-time tracking of shipments, ensuring transparency and trust. Automated warehousing operations that reduce costs and boost efficiency. These aren’t future goals—they’re today’s realities thanks to AI-powered logistics solutions. But here’s the kicker… 💥 Most companies are STILL using outdated systems. The result? Delays, lost shipments, and unhappy customers. 😔 It’s time for a change. With AI: 📊 Predictive analytics drive smarter decision-making. 🤖 Automation minimizes human errors. 🌐 Integrated systems create a seamless flow across supply chains. The companies embracing AI today will be the leaders of tomorrow. Don’t be left behind. 🚀 Curious about how AI can transform YOUR logistics operations? (Hint: It’s more accessible than you think.) 👉 Let’s discuss the future of logistics and how AI can streamline your business. https://lnkd.in/dhGwm2G8 #AI #Logistics #SupplyChain #Innovation #FutureOfWork #Automation

🚀 Setting Up and Running Anthropic’s AI Computer Use Model: A Game Changer for Automated Tasks! Anthropic has taken AI interaction to a whole new level with Claude 3.5. Imagine an AI that doesn’t just understand language but can operate a computer like a human—moving the cursor, clicking, typing, and interpreting the interface through screenshots. Key Features of Claude 3.5’s AI Computer Use Model: 1️⃣ Human-Like Interaction: Claude uses screenshots to analyze and understand any UI, allowing seamless interaction across multiple applications. It’s bridging the gap between human and AI-driven tasks, making it versatile for countless workflows. 2️⃣ Pixel-Perfect Precision: By counting pixels, Claude can make accurate movements and clicks, ensuring interactions across applications are reliable and precise. 3️⃣ Intelligent Task Execution: Claude breaks down complex prompts into manageable steps and self-corrects during tasks. This smart sequencing makes AI interactions smoother, enhancing reliability. Discover more about setting up and leveraging this new AI model for your business! With the right configuration, Claude 3.5 could be the assistant you’ve been looking for. 🔗 Explore the setup and run guide here: https://lnkd.in/dZADnar7 #Anthropic #Claude3 #AIComputerUse #ArtificialIntelligence #AITasks #Automation #AIInnovation #VirtustTechnologies #PixelPrecision #TechAutomation #AITech #HumanAICollaboration #TechGuide #AIIntegration #SmartAI #ClaudeModel

How can you fine-tune LLM using your own data? Curious about optimizing Large Language Models (LLMs) to work specifically for your use case? Fine-tuning can make all the difference, especially when using advanced methods like Parameter Efficient Fine-Tuning (PEFT). In our latest guide, we walk you through a step-by-step process on how to fine-tune LLMs with your data, sharing tips and technical insights to maximize their potential. 🔗 Read the guide here: https://lnkd.in/dv5z6Ute 💡 Whether you're looking to enhance chatbot capabilities, improve data processing, or add a unique edge to your AI projects, this guide covers everything you need to know. #AI #MachineLearning #LargeLanguageModels #LLM #VirtustTechnologies #DataScience #ParameterEfficientFineTuning #PEFT #AIGuide #FineTuning #TechInnovation #ArtificialIntelligence #AIForBusiness #DataDrivenAI #TechGuide

AI Agents are Changing Real Estate: Are You Ready for the Future? The real estate game is evolving, and AI agents are leading the charge. 🏢💡 From automating tasks to delivering personalized experiences, AI is making real estate smarter, faster, and more efficient. Learn more in our latest Insight about AI in Real Estate: https://lnkd.in/d7Yn7y_6 Here’s how AI agents are transforming the industry: 👉 Taking calls on your behalf 👉 Scheduling meetings seamlessly 👉 Recommending the best-matched properties based on individual preferences These innovations are allowing realtors to focus on what matters most – building relationships and closing deals, while AI handles the heavy lifting. The future is here. Are you ready to leverage AI in your real estate business? 💬 How do you see AI agents impacting your daily workflow? #ArtificialIntelligence #RealEstate #AIRevolution #AI #PropTech #AIinRealEstate #RealEstateInnovation #FutureOfRealEstate #AIRevolution #SmartRealEstate #TechInRealEstate #DigitalTransformation #AIinBusiness #Automation #RealEstateTech #AITrends #DisruptRealEstate #AIforRealtors #AIworkflow #AIProperty

🚀 AI is transforming the financial services industry! 🚀 From fraud detection and predictive analytics to personalized wealth management and regulatory compliance, AI is driving significant changes in how financial institutions operate, enhance customer experiences, and remain competitive. 💡 🔍 Discover how companies like JP Morgan Chase, BlackRock, Upstart, and others are already using AI to solve real-world problems in the finance industry. Key highlights: ✅ Fraud detection using AI-powered analytics ✅ Enhanced customer service with AI chatbots ✅ Automated loan approvals and underwriting ✅ Compliance automation with AI-based RegTech 👉 Read more about how AI is revolutionizing financial services: https://lnkd.in/dPeM5WzF #AI #FinancialServices #AIFinance #FinTech #AIPowered #FraudDetection #CustomerExperience #AIInTrading #DigitalTransformation #MachineLearning #RegTech #WealthManagement #BankingAI #AIInBanking #TechInnovation #DataAnalytics

OpenAI Swarm Setup & Tutorial by Virtust Technologies: Framework for building & deploying multi-agent systems https://lnkd.in/d3H3pzT7 #OpenAI #OpenAISwarm #swarm #tutorial #AIAgents #OpenAIAgents