Marlo

Following Gary Febbrarino's ongoing exploration of the AI domain, he now considers the transformation of his basic solution, the RAG framework, into an enterprise-level framework. What considerations should we bear in mind? It is essential to blend conventional principles with innovative AI technologies. Moreover, aligning our expectations with standard production processes, testing procedures, and production support is crucial. Additionally, integrating the capability for ongoing enhancements is vital to achieve the necessary level of sophistication. Follow the link below and join Gary on this educational voyage. Discover the considerations he ponders to elevate the RAG framework to an enterprise standard!

Dive into the exhilarating world of Retrieval-Augmented Generation (RAG) with Marlo's Gary Febbrarino! Imagine combining the precision of a master librarian with the creativity of a storyteller—RAG enhances LLM’s by blending retrieval-based logic with generative models. Gary's journey has been a thrilling adventure, from transforming raw data into a treasure trove of answers to overcoming challenges like semantic data slicing and role-based access control. The key findings, continuous feedback and improving data management ensure the AI gets smarter daily. Businesses agree that RAG is driving faster insight into their data. Curious to learn more? Follow the link below to join Gary on this AI adventure and discover the magic of RAG!

Marlo Digital Enablement Platform (MDEP) accelerates development on Kubernetes, helping clients overcome challenges in managing cloud environments and technology complexity. MDEP provides an Environment as a Service (EaaS) by combining open-source, SaaS, and cloud-native services, enabling a focus on containerised workloads, simplified Kubernetes management and standardised interactions. This ensures cloud-agnostic deployments with robust security. MDEP empowers teams to focus on core tasks by streamlining development environment management. This translates to faster business value delivery through reduced development cycles and an improved developer experience with lessened cognitive load. Marlo recently upgraded MDEP to leverage OpenToFu, a community-driven fork of Terraform, strengthening its independence and commitment to open-source principles. Marlo's internal labs have bolstered the platform's operational maturity by integrating monitoring and logging capabilities. This initiative aligns with the concept of observability. Observability is the capability to infer the internal states of a system based on its external outputs. An observable system is one where you can determine what is happening inside by examining the outputs, even if you encounter unknown problems. Observability is more about exploring data to understand and diagnose unexpected issues. Marlo labs latest work is to incorporate machine learning and AI into MDEP’s observability tools. #Observability #MDEP #OpenToFu