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When choosing between Retrieval-Augmented Generation (RAG) and Low-Rank Adaptation (LoRA) for model training, the decision hinges on your specific use case, resource constraints, and performance requirements. Here’s a structured comparison to guide your selection.

The recently concluded Cisco Live’25 event in Amsterdam, gave a glimpse into Cisco’s strategy for the coming years, has the potential to join the $1 Trillion club, with its broad reach across Networking and Security. The recent market trends around Agentic AI are ripe to act as a catalyst for this.

Over the past couple of years, many of us have been utilizing Generative AI interfaces and co-pilots to enhance our communication, conduct research, and summarize complex information. AI-based agents are digital entities created to autonomously derive insights from data and execute actions. Agents are focused on accomplishing a specific outcome without the needfor constant human intervention.

In the rapidly evolving landscape of artificial intelligence, DeepSeek has emerged as a potentially transformative player, challenging conventional approaches to AI development with its innovative open-source model. This breakthrough raises important questions about the future of Agentic AI and AGI development, particularly in terms of accessibility and cost-effectiveness.

Following up on NASA’s Artemis mission Roadmap for Lunar exploration CloudFabrix has been embarking on its own Roadmap for CY’2022, CY’2023, and beyond. It was an incredible year of innovation, execution and global growth for the CloudFabrix team and the following summarizes our key 2024 achievements.