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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.

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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....

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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...

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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...

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