Joann Starke’s Post

Exploring Enterprise AI: An Introduction to LLMs, Vector Databases, and More This white paper illustrates the significant potential of Retrieval Augmented Generation (RAG) and Large Language Models (LLMs) in revolutionizing business operations. By integrating these advanced AI tools, businesses can harness the power of intelligent data analysis and drastically empower their decision-making with their data. https://lnkd.in/dqs6UCqP

Large language models (LLMs) and retrieval augmented generation (RAG) have the potential to revolutionize your business operations. But what are they exactly? And how do you integrate these advanced #AI tools to empower decision making with your data? Our technical paper explains.

👉 𝐅𝐢𝐧𝐞-𝐓𝐮𝐧𝐢𝐧𝐠 𝐯𝐬. 𝐑𝐞𝐭𝐫𝐢𝐞𝐯𝐚𝐥-𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 (𝐑𝐀𝐆) 𝐢𝐧 2025 👈 As we look ahead to 2025, the AI landscape is shifting dramatically. Fine-tuning large language models (LLMs) has long been the go-to method for customizing AI systems, but the rise of Retrieval-Augmented Generation (RAG) is changing the game. In my latest Medium article, I dive deep into the evolving role of fine-tuning and whether RAG is the more scalable, resource-efficient solution moving forward. 🌐💡 📌 𝐊𝐞𝐲 𝐇𝐢𝐠𝐡𝐥𝐢𝐠𝐡𝐭𝐬: 1. Why fine-tuning may decline due to high resource intensity. 2. How RAG provides real-time, contextual relevance and cost efficiency. 3. The hybrid future: Combining fine-tuned models with RAG for maximum flexibility and accuracy. 4. Is fine-tuning still needed, or is RAG set to take over? 🤔 💡 Read the full blog post to explore the future of LLM optimization: https://lnkd.in/gG7PwA2g #AI #LLMs #GenerativeAI #FineTuning #RAG #ArtificialIntelligence #TechTrends #AIin2025 #MachineLearning #AIInnovation #FutureOfAI #DataScience

Large language models (LLMs) and retrieval augmented generation (RAG) have the potential to revolutionize your business operations. But what are they exactly? And how do you integrate these advanced #AI tools to empower decision making with your data? Our technical paper explains.

Large language models (LLMs) and retrieval augmented generation (RAG) have the potential to revolutionize your business operations. But what are they exactly? And how do you integrate these advanced #AI tools to empower decision making with your data? Our technical paper explains.

Large language models (LLMs) and retrieval augmented generation (RAG) have the potential to revolutionize your business operations. But what are they exactly? And how do you integrate these advanced #AI tools to empower decision making with your data? Our technical paper explains.

Large language models (LLMs) and retrieval augmented generation (RAG) have the potential to revolutionize your business operations. But what are they exactly? And how do you integrate these advanced #AI tools to empower decision making with your data? Our technical paper explains.

Large language models (LLMs) and retrieval augmented generation (RAG) have the potential to revolutionize your business operations. But what are they exactly? And how do you integrate these advanced #AI tools to empower decision making with your data? Our technical paper explains: https://hpe.to/6048ZXUyO

Large language models (LLMs) and retrieval augmented generation (RAG) have the potential to revolutionize your business operations. But what are they exactly? And how do you integrate these advanced #AI tools to empower decision making with your data? Our technical paper explains.