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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
Building Product-Focused AI Development Teams
A blueprint for assembling and leading AI talent
AI Best Practices
GraphRAG: Using Knowledge Networks to Improve Retrieval and Generation
Let’s talk about the new graph-based approach to processing complex datasets for context-rich LLM responses
AI Trends
AI Architecture
Compound AI: Shifting from Models to Systems
Why composability and flexibility are the way forward in AI system design
AI Best Practices
AI Trends
Intelligent Document Processing with LLMs: Real-World Use Cases
LLM-powered IDP in action: Three real-world examples of intelligent automation of complex reports and portfolios
AI Architecture
Solutions
How to Fast-Track AI-Driven Innovation with Haystack Enterprise Platform
Discover why the Haystack Enterprise Platform is a scalable, accessible, and simple option for implementing applications with LLMs-and how it can benefit your product development lifecycle
Product
AI Earnings Call Analysis with RAG Systems
Learn how we set up a RAG system to extract insights from live earnings calls of the biggest companies in tech and financial services.
Solutions
Measuring LLM Groundedness in RAG Systems with Evaluation Metrics
Improve LLM security, trust, and observability with our pioneering Groundedness metric for RAG applications
Product
AI Best Practices
Talk to Your Docs, RAG Style: A Generative AI Assistant
How we built a generative AI assistant for easier navigation of our technical documentation
AI Architecture
Solutions

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