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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Top 10 Open Source LLMs to Know in 2024
Last year’s ChatGPT and Midjourney explosion, sparked a race for everyone to develop their own open source LLMs. From Hugging...
Or Jacobi
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8 min read
How to build LLM-based phone assistants with OpenAI, Twilio, & Aporia
From setting reminders, playing music, and controlling smart home devices, LLM-based voice assistants like Siri, Alexa, and Google Assistant have...
Alon Gubkin
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8 min read
What Are LLM Jailbreak Attacks?
LLM Jailbreaks involve creating specific prompts designed to exploit loopholes or weaknesses in the language models’ operational guidelines, bypassing internal...
Igal Leikin
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6 min read
AI Gateway: What is it & 5 AI Gateways You Should Know About
The AI landscape is booming, with powerful models and new use cases emerging daily. However, harnessing their potential securely and...
Maor Michael
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8 min read
Product Managers — You need ZERO engineers to prove that an AI app can be built
Integrating artificial intelligence (AI) features has become a hallmark of innovation in product development. Product managers, often the architects of...
Tom Alon
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7 min read
Taming the AI Control Problem and Shaping a Safe Future
The rise of AI is often depicted in movies as a battle between humans and machines, but the reality is...
Yaniv Zohar
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7 min read
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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
Streamlining GenAI Projects: A Data Science Leader’s Guide
Managing GenAI projects has quickly become a whole new beast. We already know how to lead, innovate, and iterate effectively...
Shahar Abramov
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9 min read
Generative AI in Retail & E-Commerce
Generative AI (GenAI) is reshaping the way we shop online. The e-commerce sector has quickly leveraged LLMs to generate unique...
Tom Alon
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6 min read
Enhancing RAG performance using Hypothetical Document Embeddings (HyDE)
Introduction Discovering information on the internet is like a treasure hunt, and the key to success lies in search engines....
Gon Rappaport
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12 min read
Conversational AI: Talk to your Data vs. RAG
In conversational AI, ‘Talk to your Data’ (TTYD) and Retrieval-Augmented Generation (RAG) both share the common goal of facilitating dialogue...
Gon Rappaport
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5 min read
How to build a RAG chatbot from scratch with minimal AI Hallucinations
Intro At the recent AI Summit in New York, I led a workshop on building Retrieval-Augmented Generation (RAG) chatbots, which...
Alon Gubkin
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17 min read