How to Build Fast, Secure and High-Performance Local LLMs: What Companies Are Really Looking for
I have been working on local, secure, fast, specialized, non-hallucinating LLMs for many months. Initially for myself, but Fortune 100 companies eventually noticed. I shared what they are looking for in the past, and now it's all the rage. Because in the end, that's where the real money (and value) is. Hallucinations are not just funny to my corporate clients, it's a liability and may result in litigation when it leads to wrong decisions. Same with data leakage and unexplainable AI.
Hands-on workshop for developers and AI professionals, with case studies, on state-of-the-art technology. Recording and GitHub material will be available to registrants who cannot attend the free 60-min session.
Overview
Join us for our upcoming webinar on the critical role of AI in building secure local LLM applications. As the demand for robust security measures in software development increases, understanding how to integrate technologies like Ollama and SingleStore becomes essential. This session will explore the architecture and security features that make local LLM apps not only functional but also secure against various threats.
Discussion topics
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Can you please elaborate where retrieval augmented generation (RAG) would fit in the above ML processing tree?
I publish a network of AI newsletters for business under The Artificially Intelligent Enterprise Network and I run a B2B AI Consultancy Peripety Labs. I love dogs and Brazilian Jiu Jitsu.
5 个月Agreed, this looks like a great workshop, Vincent.
Technicien de maintenance
5 个月Dans le cadre de nos activités chez SAP, nous avons consigné et documenté des interventions sur des centaines de pannes, et nous disposons également de dizaines de documents techniques et de schémas. Il serait judicieux d'envisager la possibilité d'alimenter une IA spécialisée afin de faciliter le diagnostic, les méthodes de dépannage et l'exécution des taches de maintenance.
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5 个月Thanks again Mr Granville.