To address this challenge, we developed PromptWizard (PW), a research framework that automates and streamlines the process of prompt optimization. We are open sourcing the PromptWizard codebase (opens in new tab) to foster collaboration and innovation within the research and development community....
TaskWeaver: A Code-First Agent Framework Bo Qiao, Liqun Li, Xu Zhang, Shilin He, Yu Kang, Chaoyun Zhang, Fangkai Yang, Hang Dong, Jue Zhang, Lu Wang, Minghua Ma, Pu Zhao, Si Qin, Xiaoting Qin, Chao Du, Yong Xu, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang December...
{"role":"user","content":"Now, search for the weather in San Francisco."} ]# Example function definition (optional)tools=[ {"name":"get_weather","description":"Get the current weather for a location","parameters": {"type":"object","properties": {"location": {"type":"string","...
object_detectionTensorFlow Object Detection APIA framework that makes it easy to construct, train and deploy object detection models A collection of object detection models pre-trained on the COCO dataset, the Kitti dataset, the Open Images dataset, the AVA v2.1 dataset, and the iNaturalist Species...
Aligning systems science and community-based participatory research: a case example of the community health advocacy and research Alliance (CHARA). J Clin Transl Sci. 2018;2(5):280–8. Article Google Scholar Juma PA, Jones CM, Mijumbi-Deve R, Wenham C, Masupe T, Sobngwi-Tambekou J, ...
and involves additional simple post-processing of theChatGPTresponses to follow the workflow and provide a more convenient output. The post-processing included in the example code is relatively simple, and while it worked well for the properties we studied here, there may be cases when it fails...
DIEA, Statistical Agricultural Yearbook Avalible at:https://descargas.mgap.gub.uy/DIEA/Anuarios/Anuario2018/Anuario_2018.pdf(2018). Musumba, M., Grabowski, P., Palm, C. & Snapp, S. S.Guide for the sustainable intensification assessment framework. Available at:https://www.k-state.edu/siil...
One example of the kind of partnership undertaken in recent years is the international doctorate in global health programme (Indigo); a north-south collaboration aimed at building the capacity of southern partner universities through extensive training of selected junior staff. Partners collectively ...
Running workflow for motivating example TaskWeaver has a two-layer planning process for dealing with user requests. In the first layer, thePlannergenerates a high-level plan outlining the steps required to fulfill the request. In each subsequent round, the code generator wi...
and propose a neural-symbolic framework to model both the language input, and the context surrounding the language event. The content consists of the different chunks of language and the way they flow together to convey meaning. The context is the frame that surrounds the communicative event and...