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Sovereign AI: What It Is, Why It Matters, and How to Build It

This article explores the key motivations for the increasing awareness and adoption of sovereign AI systems, the underlying infrastructure and design principles, and evolving challenges and opportunities.

By
The deepset Team
Large Language Model (LLM) Evaluation Metrics & Methods
Let’s discuss the unique challenge of evaluating the output of generative AI models – and the most promising solutions
AI Best Practices
AI Architecture
AI Product Strategy: Practical Steps to Get Started
Here are 3 tips on how companies can develop an effective, product-driven AI strategy
AI Best Practices
AI Fundamentals
RAG Evaluation Part 1: Document Retrieval and Metrics
A guide to the evaluation of components in retrieval augmented generation
AI Architecture
AI Best Practices
AI in Publishing: 5 Emerging Trends in the Media Industry
Learn how large language models (LLMs) are revolutionizing the publishing and media industry
Solutions
AI Trends
Introducing: The Haystack Enterprise Platform
Our enterprise-grade platform guides and empowers cross-functional teams throughout the AI product lifecycle
Product
Large Language Model Applications for Enterprise Use
A friendly introduction to leveraging large language models (LLMs) in enterprise applications
AI Fundamentals
Solutions
What Is a SOC 2 Type 2 Certification and Why Does It Matter?
Understand the value of deepset's SOC 2 Type 2 Certification and why it matters when choosing an AI platform
AI Best Practices
Product
Fine-tuning Large Language Models: A Tutorial
When is it useful – and when should you use other techniques like retrieval augmented generation (RAG) to improve your large language model’s (LLM's) output?
AI Fundamentals
AI Best Practices

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