点击上方“Deephub Imba”,关注公众号,好文章不错过 !大语言模型发展到今天，写提示词不仅是个体力活，还是一个技术活。提示词的措辞稍微改一下，性能波动 20-50% 是常有的事。那能不能让 LLM 自己改进提示词呢？本文主要讲的就是这个，一个处理复杂推理任务的 Agent，经过几轮自动迭代，准确率从 34% 飙到 97%相对提升 ...

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JSON Prompting is a technique for structuring instructions to AI models using the JavaScript Object Notation (JSON) format, making prompts clear, explicit, and machine-readable. Unlike traditional ...

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In this tutorial, we demonstrate how to harness Crawl4AI, a modern, Python‑based web crawling toolkit, to extract structured data from web pages directly within Google Colab. Leveraging the power of ...

Tungsten Super Shot (TSS) became widely popular for turkey loads, because it hits harder, and patterns better than any other birdshot in production. But, having a hull full of TSS doesn’t mean a ...

Python lets you parallelize workloads using threads, subprocesses, or both. Here's what you need to know about Python's thread and process pools and Python threads after Python 3.13. By default, ...

Abstract: JavaScript Object Notation (JSON) has gained prominence over Extensible Markup Language (XML) due to its lightweight and flexible nature. This has also made it a first-class citizen when it ...