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Retrieval augmented generation
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Latest articles
Prompt Engineering
What is prompt engineering and why does it matter?
Prompt engineering is the art of crafting inputs to AI models to get the best possible outputs...
RAG
What is RAG (Retrieval Augmented Generation)?
RAG is a technique that combines a language model with an external knowledge base to produce more accurate answers...
LLMs
What is the difference between GPT-4 and Claude?
GPT-4 and Claude are both large language models but differ in training approach, safety focus and capabilities...
AI Agents
What is an AI agent and how does it work?
An AI agent is a system that can perceive its environment, make decisions and take actions to achieve goals...
LLMs
How do you fine-tune a large language model?
Fine-tuning involves training a pre-trained model on a specific dataset to adapt it to a particular task...
RAG
What is a vector database and when do you need one?
A vector database stores data as mathematical vectors, enabling fast similarity search for AI applications...