步骤1、定义一个简单的PYTHON函数,根据出生年份参数算年龄。 defget_ages(birth_year):my_year=birth_year["birth_year"]current_year=datetime.now().yearprint(f"function call completed,arg is {current_year-my_year}") 记住函数名get_ages和参数名birth_year别忘记。 步骤2:调用合适的模型 model = Chat...
https://github.com/ollama/ollama-python/blob/main/examples/tools.py https://google.github.io/styleguide/pyguide.html#doc-function-raises
if function_to_call := available_functions.get(tool.function.name): print('Calling function:', tool.function.name) print('Arguments:', tool.function.arguments) print('Function output:', function_to_call(**tool.function.arguments)) else: print('Function', tool.function.name, 'not found') ...
这里建议大家创建一个python文件,单独运行。 from pymilvus import MilvusClient, model # 获取默认的嵌入函数(用于将文本转换为向量) embedding_fn = model.DefaultEmbeddingFunction() # 文档列表,包含要进行向量化的文本 docs = [ "Artificial intelligence was founded as an academic discipline in 1956.", "Alan...
Python 3.7+ Ollama installed and running on your system Internet connection for API access Installation Clone this repository or download thefunction_call.pyfile: git clone https://github.com/yourusername/ollama-function-calling-example.git cd ollama-function-calling-example ...
通常还会再增加一步,就是拿Python中调用函数的结果,和之前的历史记录,继续调用一次大模型,这样能让最终返回结果更自然 下面这张图简单描述了大语言模型函数调用的流程: (图片来自:https://semaphoreci.com/blog/function-calling) 2. Ollama模型及相关API_KEY的准备 2.1 安装Ollama Ollama中下载大语言模型,在本试...
* if you need external information that can be obtained by calling one or more of the provided functions, generate a function calls If you decide to call functions: * prefix function calls with functools marker (no closing marker required) ...
调用LLM的函数(Function Calling LLM ):(可选)指定将为该智能体处理工具调用的语言模型,如果传递,则覆盖团队功能调用LLM。默认为None。 最大迭代次数(Max Iter):(可选)智能体在被强制给出最佳答案之前可以执行的最大迭代次数。默认为25。 每分钟最大请求次数(Max RPM):(可选)智能体可以执行的最大请求次数,以...
glaiveai/glaive-function-calling-v2是一个专门用于训练大语言模型处理函数调用方面的数据集。我们可以下载这个数据集,并将数据转换为适合Llama3对话的格式,并保存到"/data"目录下。 数据下载地址:https://huggingface.co/datasets/glaiveai/glaive-function-calling-v2 ...
Usethefollowingruletodecidewhentocallafunction: *iftheresponsecanbegeneratedfromyourinternalknowledge (e.g.,asinthecaseofquerieslike"What is the capital of Poland?"),doso *ifyouneedexternalinformationthatcanbeobtainedbycallingoneormoreoftheprovidedfunctions,generateafunctioncalls ...