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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
Detecting LLM Hallucinations in Haystack
Our new node verifies if an LLM’s answers are grounded in facts
AI Best Practices
Solutions
AI Architecture
AI Document Search: The Art of Finding
A friendly introduction to search, retrieval, and their role in the large language model (LLM) era 
AI Fundamentals
What Is Retrieval Augmented Generation?
Why retrieval augmented generation (RAG) is the key to safer applications with large language models (LLMs)
AI Architecture
AI Fundamentals
Best Practices and Techniques in Deploying NLP Models
Read about best practices of deploying NLP models and establishing an effective, iterative style of NLP development.
AI Best Practices
The Implementation Cycle in Applied Natural Language Processing (NLP)
How to build winning applications using natural language processing (NLP): a practical guide
AI Best Practices
How to Build a Chat GPT-3 Search Engine
Combine the power of large language models with a corpus of your choice to generate natural-sounding answers that are grounded in facts
AI Architecture
The Complete Guide to BERT Language Architecture & Model Variations
The BERT language model greatly improved the standard for language models. This article explains BERT’s history and the language models derived from it.
AI Fundamentals
More than Metrics: A Complete Guide to NLP Testing
Our guide to evaluating applications that extract or generate natural language
AI Best Practices
AI Fundamentals

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