ValueLabs’ Post

Level Up Your LLMs with SMART-SLIC! 🚀 Tired of LLMs hallucinating and lacking domain-specific knowledge? 🤖 Introducing SMART-SLIC, a framework that combines the power of large language models with knowledge graphs and vector stores. This dynamic duo helps LLMs: 1. Avoid hallucinations 2. Provide accurate, sourced information 3. Adapt to specific domains without extensive fine-tuning Let's build smarter, more reliable AI together! #AI #MachineLearning #LLM #NaturalLanguageProcessing #KnowledgeGraph #VectorStore #Research

Businesses face challenges with hallucinations in #GenerativeAI, but #GraphRAG, a method that integrates knowledge graphs into #RetrievalAugmentedGeneration (RAG), is proving essential in addressing this issue. By leveraging #knowledgegraphs and #graphdatascience algorithms, you can develop language models that unlock the full potential of both internal company data and external market information. Learn more about this approach in Andreas Kollegger's insightful article on AI in business. https://bit.ly/48779pV #LLMs #Neo4j #KnowledgeGraphs #GenAI #GraphRAG

In episode 6 of Quick #AI, I demonstrate a cutting-edge sentiment analysis dashboard built using Large Language Models (LLMs) - #Ollama and Llama3.1. Discover how to unlock valuable customer feedback and improve your business strategy with AI-driven insights. #AIforBusiness #SentimentAnalysis #LLM #MachineLearning #DataScience #BusinessInsights #social #aiquick https://lnkd.in/gPgtUP7b

🤖 In the ever-evolving landscape of AI, 𝐬𝐦𝐚𝐥𝐥𝐞𝐫, 𝐭𝐚𝐬𝐤-𝐬𝐩𝐞𝐜𝐢𝐟𝐢𝐜 𝐦𝐨𝐝𝐞𝐥𝐬 𝐚𝐫𝐞 𝐩𝐫𝐨𝐯𝐢𝐧𝐠 𝐭𝐡𝐞𝐢𝐫 𝐰𝐨𝐫𝐭𝐡 𝐛𝐲 𝐨𝐮𝐭𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐢𝐧𝐠 𝐭𝐡𝐞𝐢𝐫 𝐥𝐚𝐫𝐠𝐞𝐫 𝐜𝐨𝐮𝐧𝐭𝐞𝐫𝐩𝐚𝐫𝐭𝐬. Rather than reinventing the wheel and building a new #LLM from scratch, why not capitalize on the expertise of incumbent LLMs? By using these LLMs to our advantage, we can streamline our efforts and focus on what truly matters—innovation in our niche with smaller models. Join us in exploring the exciting possibilities that specialized small language models has to offer. ✨ ✨ #ekahealthcare #smalllanguagemodels #innovation

Colleague Greg O'Gara out of the Javelin Strategy & Research Digital Wealth—Advisor practice offers this new report: Financial advisors’ next best action for clients is at the center of generative AI and predictive AI applications for wealth managers. New client analytics and automated generation of prompts is positioned to transform how advice is optimized and delivered. But there are risks, particularly with the unpredictable nature of large language models and the generative AI outputs that flow from them. This Javelin Strategy & Research report lays out the landscape, what’s happening now, and what is coming as AI becomes further entrenched with advisors and end-clients. https://lnkd.in/egQrsx83 #generativeai #wealthmanagement #financialadvice

🚀 The way we search for information is evolving, and the dynamics of information discovery are transforming right before our eyes. 🌐 AI is at the forefront, guiding us to new and more efficient ways of finding the information we need. At Superquark.io, we're excited to introduce our next-gen information discovery platform, powered by cutting-edge AI Language Learning Models (LLMs). 🤖✨ 🔍 Hybrid Search Engine: Seamlessly combining Web Search with Business Discovery. 💡AI Insights: Providing deeper, more meaningful insights from your searches. Discover the future of information today! 🌟 🔗 Visit: https://superquark.io/ #Innovation #AI #InformationDiscovery #Superquark #NextGenTech #AIInsights #HybridSearch

🚀 Exciting News! Yesterday marked the official launch of the new LLaMA 3.2 AI Model by Ollama! 🌟 With LLaMA 3.2, the future of AI just got smarter and more efficient. This state-of-the-art model is designed to push the boundaries of natural language understanding, offering faster performance, greater accuracy, and enhanced capabilities for developers and businesses alike. Whether you're into building advanced AI-powered applications or simply curious about where AI is headed, LLaMA 3.2 has something in store for you. Don't miss out on exploring what this game-changing model can do! 👉 Check it out here: LLaMA 3.2 AI Model - https://lnkd.in/gm9F_WAQ #ArtificialIntelligence #AIML #LLaMA3 #TechInnovation #MachineLearning #AIModel #FutureTech #Ollama

🚀 Curated LLM Reading List 🚀 Curious about Large Language Models but overwhelmed by the noise? I’ve compiled a comprehensive reading list of links that cuts through the hype and focuses on practical, no-nonsense resources. 🔗 Explore foundational concepts, building blocks, production deployment, and more, all explained through accessible materials without vendor-driven content. 💡 Whether you're just starting out or deploying models in production, this list has you covered with: - Pre-Transformer models - Core papers like **Seq2Seq**, **BERT**, and **GPT-3** - Significant OSS models like **Llama2** and **Mistral7B** - Key concepts around **tokenization**, **fine-tuning**, **RLHF**, and much more! Check it out here: [LLM Reading List](https://lnkd.in/dGaaXKFk) Let’s dive into the world of LLMs together and embrace a more grounded, informed approach to the AI landscape. #LLM #AI #MachineLearning #DeepLearning #AIinProduction #GenerativeAI #LLMReadingList

🚀 Exciting new developments in the world of large language models! 🗞️ Matt Shumer, CEO of HyperWrite, has introduced *Reflection 70B* — an open-source LLM that’s being hailed as a game changer in the space. Why? Unlike other models, Reflection actually double-checks its own answers before responding, reducing the common issue of AI hallucinations. 🍓One clever example is the “strawberry test.” While many LLMs will confidently give wrong answers (like how many "r"s are in “strawberry”), Reflection’s built-in fact-checking ensures it gets it right. There's even a dedicated button so you can test it yourself! 🍓 While this announcement is exciting, developing reflection capabilities within AI models is a top priority across the entire AI community. *Reflection 70B* is just one example of ongoing efforts to create more reliable and self-correcting AI systems. I’ll be discussing this topic and many others at the 10th annual Symposium of Key Account Management on 3 and 4 October in Paris. Looking forward to sharing insights on the latest in AI, tech, and business innovation! #AI #MachineLearning #LLMs #TechInnovation #OpenSourceAI #KAMSymposium #Paris2024

Discover a world of endless possibilities with our cutting-edge solutions at https://hubs.ly/Q02r2cSG0. What can you expect from our innovative solutions? Experience the following breakthrough capabilities: - Artificial Intelligence that seamlessly transitions into Actionable Intelligence. - Expert data processing & embeddings for deeper insights. - Leverage the power of LLMs for natural language understanding interactions. What do you get from these breakthroughs: - Swift and efficient audience creation customized to meet your business goals. - Actionable insights driven by generative AI, Large Language Models (LLMs), and advanced embeddings. What are the use cases: - Effortlessly sort and categorize data and content. - Interact with your data to gain valuable insights. - Identify and utilize high-performing data sets. - Deliver personalized and contextually relevant content to specific segments. - Focus on high-performing audiences to maximize impact. Are you ready to unlock the full potential of your data platform with https://hubs.ly/Q02r2cSG0? Step into a realm where data becomes your most valuable asset. Let's transform your approach and achieve unprecedented success together! #DataPlatform #AI #4eyesAI #ActionableIntelligence #CloudDeployment #LLM #DataInsights