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RAG-Enhanced Conversational AI: A Comprehensive Guide

Forum One

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. Avoid Vendor and Model Lock-in: The AI space is still evolving rapidly.

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What can nonprofit technology trainers learn from the social work field to improve their training techniques?

Beth's Blog: How Nonprofits Can Use Social Media

Here’s a few frameworks and techniques I learned first hand from Nancy as she accompanied me to the sessions I was leading. It is about simply learning how to use a new tool or technique. Nancy used the phrase “pre-contemplation” and “contemplation” stages of behavior change and introduce me to a behavior change framework.

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Elevating your major gifts and planned giving with data-driven decision-making

EveryAction

Even if you know a donor’s income, a big “if” with legacy models, do you understand their expenses or true net worth? Legacy-modeled data often fails to take details like these into account. Nonprofits often focus on donor net worth or income, for example, which on their own provide only limited insights.

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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.

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

Nonprofit Tech for Good

Different segments can be placed into different “donor journey” streams for more intensive cultivation. What happens online must follow the same offline prospecting to identification to qualification to cultivation to solicitation to stewardship model. The techniques are the same; it is just the medium that is different.

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Predictive Modeling vs. Wealth Screening: Effective Segmentation Programs Require a Healthy Mix

Connection Cafe

Whenever I am on the road with clients the conversation always turns to a debate about the value of predictive modeling vs. the value of traditional wealth screening. Some tend to gravitate toward wealth data alone because it feels more tangible—or understandable—than predictive modeling. It’s a great debate.

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