function_name = tool_call.function.name function_to_call = available_functions[function_name] function_args = json.loads(tool_call.function.arguments) function_response = function_to_call( location=function_args
examples, andLLMCompiler automatically computes an optimized orchestration for the function calls. LLMCompiler can be used with open-source models such as LLaMA, as well as OpenAI’s GPT models. Across a range of tasks that exhibit different patterns of parallel function calling, LLMCompiler ...
# Note: set parallel_function_calls=True to enable parallel function calling parallel_function_calls=True, # Default: False # Note: set function_choice='auto' to let the model decide whether to call a function or not # function_choice='auto', # 'auto' is the default if function_choice ...
results. We observe consistent latency speedup of up to 3.7x, cost savings of up to 6.7x, and accuracy improvement of up to ~9% as compared to ReAct. Additionally, LLMCompiler achieves up to 1.35x latency gain over OpenAI's recent parallel function calling, while achieving similar accuracy....
SOLUTION: A process receiving a function call is provided with an application program 110 or 114 described in each program language being the object of function calling, an operating system, a language independent part common library 10 executing processing independent from the kind of the program ...
函数delayed是一个创建元组(function, args, kwargs)的简单技巧,比如下面代码中的意思是创建10个实参分别为0~9的single()函数的workers。 start=time.time() # 记录开始的时间 Parallel(n_jobs=3)(delayed(single)(i)foriinrange(10)) # 并行化处理Time=time.time() -start# 计算执行的时间print(str(Time...
Note that one or more of the function objects supplied as parameters may execute inline on the calling context.If one or more of the function objects passed as parameters to this function throws an exception, the runtime will select one such exception of its choosing and propagate it out of...
{"StartAt":"LookupAddress","States":{"LookupAddress":{"Type":"Task","Resource":"arn:aws:lambda:region:account-id:function:AddressFinder","End":true} } },{"StartAt":"LookupPhone","States":{"LookupPhone":{"Type":"Task","Resource":"arn:aws:lambda:region:account-id:function:Phone...
函数delayed是一个创建元组(function, args, kwargs)的简单技巧,比如下面代码中的意思是创建10个实参分别为0~9的single()函数的workers。 start = time.time() # 记录开始的时间 Parallel(n_jobs=3)(delayed(single)(i) for i in range(10)) # 并行化处理 ...
The function delegate that returns the initial state of the local data for each task. body Func<Int64,ParallelLoopState,TLocal,TLocal> The delegate that is invoked once per iteration. localFinally Action<TLocal> The delegate that performs a final action on the local state of each task. Re...