Remove prototyping
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Visual Blocks for ML: Accelerating machine learning prototyping with interactive tools

Google Research AI blog

However, developing and iterating on these ML-based multimedia prototypes can be challenging and costly. Visual Blocks uses a node-graph editor that facilitates rapid prototyping of ML-based multimedia applications. Once the model is selected, it can be time-consuming for a team to make a bespoke prototype that showcases the model.

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spacy-llm: From quick prototyping with LLMs to more reliable and efficient NLP solutions

Explosion

LLMs are paving the way for fast prototyping of NLP applications. Moving beyond a fast prototype, she offers pragmatic solutions to make the pipeline more reliable and cost efficient. Here, Sofie showcases how to build a structured NLP pipeline to mine clinical trials, using spaCy and spacy-llm.

NLP 52
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Large Language Models: From Prototype to Production

Explosion

In this talk, Ines presents visions for NLP in the age of LLMs and a pragmatic, practical approach for how to use Large Language Models to ship more successful NLP projects from prototype to production today.

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How Prototyping Can Help You to Get Buy-In

Eugene Yan

Building prototypes helped get buy-in when roadmaps & design docs failed.

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The Definitive Guide to Predictive Analytics

What You'll Learn: 7 steps to embed predictive analytics in your application—from identifying a problem to solve to building your prototype. The Definitive Guide to Predictive Analytics has everything you need to get started, including real-world examples, steps to build your models, and solutions to common data challenges.

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Obsidian-Copilot: A Prototype Assistant for Writing & Thinking

Eugene Yan

Writing drafts via retrieval-augmented generation. Also reflecting on the week's journal entries.

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“Make It Real” AI prototype wows devs by turning drawings into working software

Flipboard

Designer: "I think I need to go lie down." On Wednesday, a collaborative whiteboard app maker called "tldraw" made waves online by releasing a …

AI 181