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Understanding the Model Context Protocol (MCP)
How MCP is standardizing context integration for AI applications
By
Isabelle Nguyen
Introducing: The deepset AI Platform
Our enterprise-grade platform guides and empowers cross-functional teams throughout the AI product lifecycle
Product
What Can Large Language Models (LLMs) Be Used For?
A friendly introduction to leveraging large language models (LLMs) in enterprise applications
AI Fundamentals
Solutions
What Is a SOC 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
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
Detecting Hallucinations in deepset
Our new node verifies if an LLM’s answers are grounded in facts
AI Best Practices
Solutions
AI Architecture
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 in Deploying NLP Models
Read about best practices of deploying NLP models and establishing an effective, iterative style of NLP development.