GenAI Academy
Welcome to the Aporia Generative AI Academy, an immersive learning platform designed for leaders and practitioners in the artificial intelligence domain.
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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
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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
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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
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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
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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
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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
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8 min read
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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
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5 min read
