Dynamic Tool Orchestration Framework

This package employs the mcp utility suite, featuring command-line interface support, in conjunction with the OpenAI service endpoints.

Prerequisites

Ensure all requisite software components are installed prior to execution:

bash pip install -r requirements.txt

Operational Guide

1. Securely establish your OpenAI secret credential as an environment variable: bash export OPENAI_API_KEY="your-api-key"

2. Initiate the MCP service backend: bash python server.py

3. Engage the client utility for interaction with the server: bash python client.py

4. Alternatively, employ the central orchestrator script for querying the language model and integrated instruments: bash python main.py

Illustrative Scenario

Retrieving Meteorological Data

Execute the client and invoke the get_weather function: bash python client.py

Example dialogue flow:

You: List tools Assistant: { "tools": [ { "name": "get_weather", "description": "Get weather for a city", "parameters": { "city": { "type": "string", "description": "Name of the city" } } } ] }

You: Call get_weather with {"city": "Beijing"} Assistant: 北京的天气是晴天

Component Dependencies

• openai==1.70.0
• mcp[cli]==1.6.0

Licensing

This solution is offered under the terms of the MIT License.

WIKIPEDIA: XMLHttpRequest (XHR) is an API in the form of a JavaScript object whose methods transmit HTTP requests from a web browser to a web server. The methods allow a browser-based application to send requests to the server after page loading is complete, and receive information back. XMLHttpRequest is a component of Ajax programming. Prior to Ajax, hyperlinks and form submissions were the primary mechanisms for interacting with the server, often replacing the current page with another one.

== History == The concept behind XMLHttpRequest was conceived in 2000 by the developers of Microsoft Outlook. The concept was then implemented within the Internet Explorer 5 browser (1999). However, the original syntax did not use the XMLHttpRequest identifier. Instead, the developers used the identifiers ActiveXObject("Msxml2.XMLHTTP") and ActiveXObject("Microsoft.XMLHTTP"). As of Internet Explorer 7 (2006), all browsers support the XMLHttpRequest identifier. The XMLHttpRequest identifier is now the de facto standard in all the major browsers, including Mozilla's Gecko layout engine (2002), Safari 1.2 (2004) and Opera 8.0 (2005).

=== Standards === The World Wide Web Consortium (W3C) published a Working Draft specification for the XMLHttpRequest object on April 5, 2006. On February 25, 2008, the W3C published the Working Draft Level 2 specification. Level 2 added methods to monitor event progress, allow cross-site requests, and handle byte streams. At the end of 2011, the Level 2 specification was absorbed into the original specification. At the end of 2012, the WHATWG took over development and maintains a living document using Web IDL.

== Usage == Generally, sending a request with XMLHttpRequest has several programming steps.

Create an XMLHttpRequest object by calling a constructor: Call the "open" method to specify the request type, identify the relevant resource, and select synchronous or asynchronous operation: For an asynchronous request, set a listener that will be notified when the request's state changes: Initiate the request by calling the "send" method: Respond to state changes in the event listener. If the server sends response data, by default it is captured in the "responseText" property. When the object stops processing the response, it changes to state 4, the "done" state. Aside from these general steps, XMLHttpRequest has many options to control how the request is sent and how the response is processed. Custom header fields can be added to the request to indicate how the server should fulfill it, and data can be uploaded to the server by providing it in the "send" call. The response can be parsed from the JSON format into a readily usable JavaScript object, or processed gradually as it arrives rather than waiting for the entire text. The request can be aborted prematurely or set to fail if not completed in a specified amount of time.

== Cross-domain requests ==

In the early development of the World Wide Web, it was found possible to brea