Agent调用工具的过程涉及到任务理解、工具选择、参数传递和结果处理。下面,我们分别看看OpenAI的Function Call机制和CrewAI框架下的调用机制。 3.1 OpenAI Function Call调用机制 3.1.1 概念解析 OpenAI的Function Call机制是GPT模型的一种扩展能力,允许Agent调用预定义的工具(函数)。在这个机制中,开发者通过提供函数的签名...
2023年6月20日,OpenAI 官方在 Chat Completions API 原有的三种不同角色设定(System, Assistant, User)基础上,新增了 Function Calling 功能。 详见OpenAI Blog functions 是Chat Completion API 中的可选参数,用于提供函数定义。其目的是使 GPT 模型能够生成符合所提供定义的函数参数。请注意,API不会实际执行任何函...
Hi there! I’m new here so please forgive any poor choices etc. I have been playing around with the OpenAI API for a few months now, and this is how i previously handled function calls and streaming in python: if chunk["choices"][0]["delta"].get("function_call"): ...
openai/openai-python/blob/main/openai/api_requestor.py import asyncio import json import time import platform import sys import threading import time import warnings from contextlib import asynccontextmanager from json import JSONDecodeError from typing import ( AsyncGenerator, AsyncIterator, Callable, ...
The DeepSeek API uses an API format compatible with OpenAI. By modifying the configuration, you can use the OpenAI SDK or softwares compatible with the OpenAI API to access the DeepSeek API.PARAMVALUE base_url * https://api.deepseek.com api_key apply for an API...
Error: openai.error.InvalidRequestError: The completion operation does not work with the specified model, gpt-4. Please choose different model and try again. In playground I can use GPT-4 but when I'm trying with Python programming code (API Call), it gives me error.Azure...
This module simplifies the interaction with the OpenAI API, enabling a more structured and predictable conversation with the AI. Below are examples showcasing the use of function calls and schemas with OpenAI and Pydantic. Example 1: Function Calls import openai from openai_function_call import open...
GLM-4/basic_demo/openai_api_server.py Lines 314 to 340 in 7fcaeba if request.stream: predict_stream_generator = predict_stream(request.model, gen_params) output = await anext(predict_stream_generator) if output: return EventSourceRespons...
BASE_URL = "https://flag.smarttrot.com/v1" #智增增的base_url openai.api_key = API_SECRET_KEY openai.api_base = BASE_URL # Example dummy function hard coded to return the same weather # In production, this could be your backend API or an external API def get_current_weather(locatio...
不同于OpenAI提供了Python库作为API接入方式,OpenWeather API是通过https协议进行通信,所以使用Python调用OpenWeather API的基本步骤为: Step 1:构建请求URL HTTPs请求是通过URL(统一资源定位符)来标识网络上的一个资源的,所以对于OpenWeather实时查询天气的API来说,这个URL就是:api.openweathermap.org/ Step 2:设置...