Program of ThoughtsÂ
The Evolution of Numerical Reasoning in AI: The Power of Program of Thoughts (PoT) This article is based on the paper Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks by Wenhu Chen and others. Author Introduction Artificial Intelligence has made significant strides in solving complex numerical reasoning tasks. Traditional approaches focused […]
How to use GROBID to extract text from PDF files
Unlocking Knowledge Mining with Machine Learning and Python Integration Author Introduction GROBID is a powerful and useful tool based on machine learning that can extract text information from PDF files and other files to a structured format. One of the key challenges in knowledge mining from academic articles is reading the content of PDF files. […]
Unveiling the Synergy: Retrieval Augmented Generation (RAG) Meets Knowledge Graphs
Tools and Platforms for Integration of Knowledge Graphs with RAG pipelines Authors Introduction Many users of chatbots such as ChatGPT, have encountered the problem of receiving inappropriate or incompatible responses. There are several reasons why this might happen. One reason is the lack of appropriate training data, as chatbots are usually trained on large amounts […]