Build a Text Summarization Tool: Evaluate & Deploy Your LLM App (Python)

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In this intermediate-friendly GenAI 101 workshop, you’ll take your text summarization tool beyond the basics by learning how to evaluate and deploy it like a real-world LLM app. Ideal for students and developers who already know basic summarization and now want to make it production-ready.

We’ll cover key evaluation strategies for summarization models, from automatic metrics (like ROUGE-style scoring) to simple human-quality checks. Then we’ll walk through deployment options so your summarizer isn’t stuck in a notebook: wrapping it in a Python API, adding a simple web UI, and integrating it into existing apps or workflows.

By the end, you’ll know how to measure summary quality, spot weaknesses, and ship a usable text summarization tool.

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Видео Build a Text Summarization Tool: Evaluate & Deploy Your LLM App (Python) канала LetsUpgrade