RAG - Aporia
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GenAI Academy
Welcome to the Aporia Generative AI Academy, an immersive learning platform designed for leaders and practitioners in the artificial intelligence domain.
Step by Step: Building a RAG Chatbot with Minor Hallucinations
In the rapidly evolving landscape of artificial intelligence, Retrieval Augmented Generation (RAG) has emerged as a groundbreaking technique that enhances...
Deval Shah
Read Now 12 min read
RAG in Production: Deployment Strategies and Practical Considerations
As organizations rush to implement Retrieval-Augmented Generation (RAG) systems, many struggle at the production stage, their prototypes breaking under real-world...
Deval Shah
Read Now 23 min read
Vector Databases: Powering the Future of Generative AI
Have you ever wondered how ChatGPT can engage in such fluid conversations or how Midjourney creates stunning Nimages from text...
Deval Shah
Read Now 13 min read
What is a Reasoning Engine?
TL/DR What is a Reasoning Engine? Imagine a digital brain that can sift through vast amounts of information, apply logical...
Deval Shah
Read Now 17 min read
Ultimate Guide to Prompt Engineering + Examples
Have you ever wondered how to get the most relevant responses from LLM-based chatbots like ChatGPT and Claude? Enter prompt...
Deval Shah
Read Now 27 min read
Evolution of RAG in Generative AI
Generative AI has become a major focus in artificial intelligence research, especially after the release of OpenAI’s GPT-3, which showcased...
Deval Shah
Read Now 15 min read
Introduction to RAGs: Real-world applications and examples
In the world of natural language processing (NLP) and large language models (LLMs), Retrieval-Augmented Generation (RAG) stands as a transformative...
Alon Gubkin
Read Now 8 min read
RAGs are Not the Solution for AI Hallucinations
The use of large language models (LLMs) in various applications has raised concerns about the potential for hallucinations, where the...
Amir Gorodetzky
Read Now 5 min read