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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. Each type of solution has benefits and drawbacks, so it’s important to understand the landscape and map the right solution to the use case at hand.

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How to Convert Peer-to-Peer Event Participants into Monthly Donors

sgEngage

Experiment with Journey Mapping A colorful visualization of the constituent experience, journey mapping is a model that helps you track how and when you engage with supporters and when and why they make the giving choices they do. They turned to donor journey mapping. It’s a common practice for commercial enterprises.

Donor 72
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Experts Weigh In: Applying Artificial Intelligence (AI) and Machine Learning (ML) for Government

Forum One

Alexis: The state of Hawaii mapped its infrastructure, with overlays of potential climate impacts and considerations of vulnerable populations, allowing them to run scenarios and test hypotheses for different preparedness measures. And if you have questions or ideas about getting started or expanding AI and ML in your practices, reach out!

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Recruiting Geeks for Human Rights!

Beneblog: Technology Meets Society

Write and run statistical analysis in R, including survey estimation, geospatial analysis, and general linear model fitting. Design and implement data visualizations, including everything from simple static charts and maps to custom interactive visualizations on the web. Process, clean, and transform data.

Analysis 150
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Project AWARE Dives Deep Into Ocean Data, Turning Scuba Divers into Citizen Scientists

Beth's Blog: How Nonprofits Can Use Social Media

My Ocean , is a niche social network of more than 9000 divers and this guest post by Darren Barefoot describes some powerful outcomes for ocean conservation by bringing together several strategies: niche social network, crowdsourced data mapping, and deep engagement. For decades, scuba divers have been cleaning waterways. million divers.

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AFP ICON 2023 Recap

Qgiv

Map out the story you need to tell. In their research project “Exploring the Love Language of Fundraising,” Jen and Adrian are uncovering how often the nonprofit sector focuses on money within their messaging – “Your gift can” or “Thank you for your donation” – which establishes a transactional relationship with them.

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Building Capacity for Social Change 2.0

Beth's Blog: How Nonprofits Can Use Social Media

Consequently, traditional frameworks and tools focused on organizational branding, production models, capacity-building, and competitive strategy don’t work as well in this new paradigm. What models of “collective impact” or multi-stakeholder collaborations have emerged; is there a typology? What to do when a network is in trouble?

Build 112