Tootfinder

Recent hype is that o3 solved AI web search.
But so far I've tried using it for two "hard" search problems (meaning I first tried searching manually and didn't find much). Both times it hallucinated a ton, making claims that weren't actually in the sources.
On the other hand, both times, I did ultimately find nuggets of useful information after picking through all the hallucinations. So I'm glad I used it?
[1/3]

Optimizing Web-Based AI Query Retrieval with GPT Integration in LangChain A CoT-Enhanced Prompt Engineering Approach
Wenqi Guan, Yang Fang
https://arxiv.org/abs/2506.15512

Optimizing Web-Based AI Query Retrieval with GPT Integration in LangChain A CoT-Enhanced Prompt Engineering Approach
Large Language Models have brought a radical change in the process of remote learning students, among other aspects of educative activities. Current retrieval of remote learning resources lacks depth in contextual meaning that provides comprehensive information on complex student queries. This work proposes a novel approach to enhancing remote learning retrieval by integrating GPT-based models within the LangChain framework. We achieve this system in a more intuitive and productive manner using…