行为(Action)—— 顾名思义,这是 Agent 在通过规划(Planning)实现目标时所采取的决定性步骤。在执行某个行为(Action)之前,可能需要调用一个工具(Tools)来触发或执行该行为(Action),行为(Action)可能会影响到环境(Environment)的状态,也可能可能会受到环境(Environment)的影响(Actions are
当下流行的 CoPilot 构建框架:Fabric(https://github.com/danielmiessler/fabric)、LangGraph(https://python.langchain.com/docs/langgraph)、 DSPy(https://github.com/stanfordnlp/dspy)、CrewAI(https://github.com/joaomdmoura/crewAI)、AutoGen(https://microsoft.github.io/autogen/docs/Getting-Started/...
We detected 23 gene-unique peptides containing labeled cysteines belonging to 21 kinases, distributed at different spatial locations including the activation loop, DFG–1, DFG+3, hinge, and P-loop regions (Table S7). Eleven of the 23 labeled cysteines were identified in the DFG–1 position, ...
Python (v3.7) Python Software Foundation https://www.python.org/ PyTorch (1.13.1) Pytorch Foundation Team https://pytorch.org/ TorchKGE (v0.17.5) Boschin et al.64 https://torchkge.readthedocs.io/en/latest/ PertKGE This paper https://github.com/myzhengSIMM/PertKGE FlowJo software Flow...
Design was realized using Python programming language, with SciPy and Matplotlib as the main working libraries. Running the Python script resulted in several files containing information appropriate for use with Nanoscribe’s DeScribe software (.gwl files containing laser writing parameters and Cartesian ...
Statistical analyses were performed using RStudio, Python or GraphPad Prism version 8.3. To test for Gaussian distribution, the D’Agostino & Pearson normality test was used. If the normality test was passed, data were analyzed by Student’s unpaired t-test (two groups) or by ANOVA (more tha...
RAG / 对话式 RAG 过去被归类为信息检索(IR)领域,最初通过神经搜索(Neural Search)、知识图谱(Knowledge Graphs)进行改进,后面才是基于 generative loop(译者注:通过反复生成文本或其他类型的输出,并根据生成结果的反馈进行调整改进,不断提高系统性能。) 的方法(使用 LLMs)进一步提升。Conversational IR[16] 是当...