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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Build vs Buy: How to Choose the Right Path for Your GenAI App’s Guardrails
In May 2023, Samsung employees unintentionally disclosed confidential source code by inputting it into ChatGPT, resulting in a company-wide ban...
Deval Shah
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8 min read
Planning Your 2025 Generative AI Budget: A Comprehensive Guide
As we step into 2025, integrating GenAI isn’t just an option; it’s a necessity for businesses to stay competitive and...
Deval Shah
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14 min read
Top 7 GenAI Security Tools to Safeguard Your AI’s Future
Here is our evaluation of the top 7 GenAI security tools on the market today (Aug 2024), so you can...
Deval Shah
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15 min read
How to Train Your Own Language Model
OpenAI recently released GPT-4o – their flagship multimodal artificial intelligence (AI) model that can process text, audio, and vision in...
Gadi Bessudo
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22 min read
Understanding Why AI Guardrails Are Necessary: Ensuring Ethical and Responsible AI Use
Artificial Intelligence (AI) has made tremendous strides in recent years, transforming industries and making our lives easier. But despite these...
Alon Gubkin
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6 min read
AI Chatbot Hallucinations: Understanding and Mitigating Risks
Imagine asking a chatbot for help, only to find that its answer is inaccurate, even fabricated. This isn’t just a...
Niv Hertz
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4 min read
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Low-Rank Adaptation: A Closer Look at LoRA
TL;DR What is Low-Rank Adaptation (LoRA)? Introduced by Microsoft in 2021, LoRA (Low-Rank Adaptation) is a parameter-efficient fine-tuning technique that...
Gadi Bessudo
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9 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
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
Exploring Architectures and Capabilities of Foundational LLMs
When talking about artificial intelligence, Large Language Models (LLMs) stand as pillars of innovation, reshaping how we interact with and...
Or Jacobi
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9 min read