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openai/plugins-quickstartArchived

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4,238 stele·706 fork-uri·Python·MIT·2 vizualizăriplatform.openai.com/docs/plugins↗

Plugins Quickstart

Acest proiect este un starter kit și boilerplate pentru dezvoltarea de plugin-uri care extind funcționalitatea ChatGPT prin API-uri externe. Servește ca implementare de referință pentru construirea de instrumente care permit modelelor de limbaj mari să execute sarcini prin apeluri API secvențiale și maparea structurată a datelor.

Repository-ul oferă un șablon pentru integrarea API-urilor REST și un ghid pentru securizarea comunicării între un model de limbaj și endpoint-urile serviciilor terțe. Se concentrează pe configurarea verificării identității și a mecanismelor de handshake între un agent și un server backend privat.

Implementarea acoperă definirea integrărilor API externe și dezvoltarea de instrumente pentru agenți de model de limbaj. Aceste capabilități includ execuția apelurilor API și configurarea autentificării pentru a securiza comunicarea cu aplicații terțe.

Features

  • ChatGPT Plugin Development - Serves as a comprehensive starter kit for developing plugins that extend ChatGPT via external APIs.
  • Boilerplates - Provides a boilerplate project for the rapid development and deployment of ChatGPT plugins.
  • External Service Integrations - Provides the capability to convert natural language instructions into executable calls to external services.
  • LLM Tool Definitions - Defines API schemas and tool sets that enable LLMs to perform complex real-world tasks.
  • LLM Tool Orchestration - Implements a framework for orchestrating external API calls to allow LLMs to complete complex tasks.
  • OpenAPI Specifications - Provides OpenAPI specifications that allow language models to discover and call available API functions.
  • API Request Authentication - Implements identity verification mechanisms to secure communication between the agent and third-party applications.
  • Token-Based Authentication - Secures API access using token-based authentication in request headers to verify authorized agents.
  • External API Integrations - Integrates natural language interfaces with third-party REST services to retrieve data or trigger actions.
  • Agent Handshake Configurations - Provides a guide for configuring secure handshakes and identity verification between agents and backend servers.
  • Request Chaining - Enables chaining of multiple API requests by passing outputs from one call as inputs to the next.
  • Interface-Based Request Routing - Directs AI-generated requests to specific external endpoints based on API interface definitions.
  • JSON-RPC Implementations - Uses the JSON-RPC protocol for structured communication between the AI agent and the backend server.
  • Provider API Authentications - Offers a reference implementation for authenticating requests from a language model to third-party service providers.
  • Natural Language Parameter Mapping - Implements logic to translate natural language user prompts into structured arguments for external API calls.
  • Prompt-to-API Mapping Templates - Provides a structural template for mapping natural language prompts to structured REST API requests.
  • Stateless REST APIs - Employs a stateless REST architecture to handle AI agent requests as independent transactions.
  • More to explore - Provides starter templates for AI plugin development.

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Întrebări frecvente

Ce face openai/plugins-quickstart?

Acest proiect este un starter kit și boilerplate pentru dezvoltarea de plugin-uri care extind funcționalitatea ChatGPT prin API-uri externe. Servește ca implementare de referință pentru construirea de instrumente care permit modelelor de limbaj mari să execute sarcini prin apeluri API secvențiale și maparea structurată a datelor.

Care sunt principalele funcționalități ale openai/plugins-quickstart?

Principalele funcționalități ale openai/plugins-quickstart sunt: ChatGPT Plugin Development, Boilerplates, External Service Integrations, LLM Tool Definitions, LLM Tool Orchestration, OpenAPI Specifications, API Request Authentication, Token-Based Authentication.

Care sunt câteva alternative open-source pentru openai/plugins-quickstart?

Alternativele open-source pentru openai/plugins-quickstart includ: octokit/octokit.rb — Octokit.rb is a Ruby client library and REST API wrapper used to programmatically interact with GitHub. It provides a… serversideup/financial-freedom — Financial Freedom is an open-source, self-hosted personal finance platform designed for tracking budgets, managing… mcp-use/mcp-use — mcp-use is a development framework designed for building, deploying, and managing servers, clients, and autonomous… inventree/inventree — InvenTree is an open-source inventory management platform built on Django, designed for tracking parts, stock levels,… github-tools/github — Octokit is a JavaScript API client and REST API wrapper designed for executing authenticated requests to GitHub from… requestly/requestly.

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