JSON

RestGPT Framework: Controlling Real-World Applications via RESTful APIs

by
RestGPT Framework: Controlling Real-World Applications via RESTful APIs

©PaperWeekly Original · Author | Yifan Song Affiliation | PhD Student, Institute of Computational Linguistics, Peking University Research Area | Natural Language Processing Paper Title: RestGPT: Connecting Large Language Models with Real-World RESTful APIs Paper Link: https://arxiv.org/abs/2306.06624 Code Link: https://github.com/Yifan-Song793/RestGPT Research Background Large language models (LLMs) such as ChatGPT and GPT-4 have demonstrated many powerful … Read more

Cohere RAG Vectorization Tool: Compass Unlocks Multidimensional Email Invoice Log Retrieval

by
Cohere RAG Vectorization Tool: Compass Unlocks Multidimensional Email Invoice Log Retrieval

In today’s business landscape, corporate data exhibits high diversity and complexity. Emails, invoices, resumes, support tickets, log messages, and tabular data all contain intricate conceptual relationships and contextual information. However, traditional single-vector embedding models struggle to capture and understand this complex multidimensional data structure, posing significant challenges for data retrieval and mining. The Current State … Read more

Optimizing Token Usage with Prompt Adjustment

by
Optimizing Token Usage with Prompt Adjustment

In the previous article, I introduced how to deploy large models locally on Mac computers. By customizing prompts, various needs such as domain extraction can be achieved. However, in reality,<span><span> deploying large models locally</span></span> is not very friendly for individual developers. On one hand, it requires a significant investment to ensure that the hardware has … Read more