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RAG-Enhanced Conversational AI: A Comprehensive Guide

Forum One

Over the past year and a half, the rapid improvement of generative AI has created a wealth of new opportunities to deliver impact in the digital space. The introduction of Retrieval-Augmented Generation, or RAG, now allows AI applications to enhance the capabilities of machine learning models by integrating them with a retrieval component.

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Get More Out of AI, Start Chatting

.orgSource

Maybe you’ve already experimented using generative AI to create content such as outlines, agendas, or even articles. Create a personalized chatbot to interact with members, answer questions, and offer customized recommendations. Compared to today’s models, Eliza was tongue-tied. Check Bing out.

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Facebook Ad Strategy for Non-Profits & Charities: 9 Things to Understand and Test

Nonprofit Tech for Good

There is a technique that you can use for nearly any type of campaign that will help you achieve the best results and the lowest cost per result: it’s all about targeting broadly, having lots of creative variations and giving Facebook time to learn. . It will use that model to find 50,000 people who are similar to the first 50.

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3 Tips to Prepare Your Nonprofit’s Team for AI Fundraising

Greater Giving

Predictive analytics: BWF defines predictive analytics as the process of assessing your nonprofit’s data to make predictions and model future donor behavior. By analyzing historical data, AI models can anticipate future donor behavior and identify potentially valuable fundraising opportunities.

Team 98
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6 Tips on How to Use Social Media to Acquire New Donor Prospects

Nonprofit Tech for Good

The question is, do most fundraisers know their website analytics ? Whether the medium in which you capture their information is a survey or a petition, I highly recommend that you create a customized donor stewardship engagement series. The techniques are the same; it is just the medium that is different.

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What Your Nonprofit Needs To Know About Machine Learning

Global Giving

Most machine learning techniques revolve around simple arithmetic. But by using modern computer processors to perform these calculations at high volumes, data scientists can create models capable of solving complex problems. Many AI models take a series of input data points and use them to predict aspects of new data points.

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Creating Learning Experiences That Connect, Inspire, and Engage

Beth's Blog: How Nonprofits Can Use Social Media

It is a great opportunity to ponder the question: How to design and deliver learning experiences for nonprofits that connect, inspire, and engage? What are the best practices? The questions were keyed to when the content was explained. The last question asks students to tell Mazur what confused them.