Summarizing information

In today’s fast-paced business and research landscape, keeping up with the ever-increasing volume of information can be a daunting task. For engineers and researchers in fields like computer science and artificial intelligence, staying updated with the latest developments is crucial. However, reading and comprehending numerous papers can be time-consuming and labor-intensive. This is where automation comes into play. As engineers, we are driven by the desire to build and innovate and avoid repetitive tasks by automating them through the creation of pipelines and processes. This approach, often mistaken for laziness, allows engineers to focus on more complex challenges and utilize their skills more efficiently.

LLMs excel at condensing text through their strong language understanding abilities. We will explore techniques for summarization using LangChain at increasing levels of sophistication.

Basic prompting

For summarizing a couple of sentences...