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Cover Image: Aakanksha Chowdhery - Podcast Interview

Rethinking Pre-Training for Agentic AI

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Retrieval-augmented generation promised to bring ChatGPT’s magic to enterprise data. But while organizations rushed to build chatbots, they often struggled to deliver real business value. This comprehensive guide reveals RAG’s full potential beyond conversational interfaces.

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The TWIML Community is a global network of machine learning, deep learning and AI practitioners and enthusiasts.

We organize ongoing educational programs including study groups for several popular ML/AI courses such as Fast.ai Deep Learning, Machine learning and NLP, Stanford CS224N, Deeplearning.ai and more. We also host several special interest groups focused on topics like Swift for Tensorflow, and competing in Kaggle competitions.

TWIML Community

TWIML creates and curates intelligent content that helps makers build better experiences for their users, and gives executives an inside look at the real-world application of intelligence technologies. We also build and support communities of innovators who are as excited about these technologies as we are. We advise a variety of leading organizations as well, helping to craft strategies for taking advantage of the vast opportunities created by ML and AI.

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