插件是专门为语言模型设计的工具，可帮助 ChatGPT 访问最新信息、运行计算或使用第三方服务。 插件是什么？插件可以成为语言模型的“眼睛和耳朵”，使它们能够访问最新、私人或太具体而无法包含在训练数据中的信息。 网络浏览器 和代码解释器 ，开源了知识库检索插件的代码 ，我们开发者也可以自定义插件。1.先来说说对公司的意义
1.旅游网 2.会计 我们知道ChatGPT是大语言模型，训练数据都是过时的。可以有了插件就完全不一样了，他能够读取实时数据。 3.电商 4.航班、住宿、租车 对于开发者来说，传统开发都是使用平台提供的接口，包括ChatGPT没有提供插件以前，也是这种方式。ChatGPT提供插件后，就完全变了。不在是我们使用平台的接口，而是平台使用我们的接口。
1.网络浏览器
2.代码解释器
解决定量和定性的数学问题 进行数据分析和可视化 在格式之间转换文件 邀请用户尝试代码解释器集成并发现其他有用的任务。 3.检索插件 4.第三方插件开发 {
"schema_version": "v1",
"name_for_human": "TODO Manager",
"name_for_model": "todo_manager",
"description_for_human": "Manages your TODOs!",
"description_for_model": "An app for managing a user's TODOs",
"api": { "url": "/openapi.json" },
"auth": { "type": "none" },
"logo_url": "https://example.com/logo.png",
"legal_info_url": "http://example.com",
"contact_email": "hello@example.com"
} 复制代码 创建插件的步骤是： 使用希望语言模型调用的端点构建 API（这可以是新的 API、现有的 API 或围绕专门为 LLM 设计的现有 API 的包装器）。 创建一个记录您的 API 的 OpenAPI 规范，以及一个链接到 OpenAPI 规范并包含一些特定于插件的元数据的清单文件。 在chat.openai.com上开始对话时，用户可以选择他们想要启用的第三方插件。有关已启用插件的文档作为对话上下文的一部分显示给语言模型，使模型能够根据需要调用适当的插件 API 来实现用户意图。目前，插件是为调用后端 API 而设计的，但我们正在探索也可以调用客户端 API 的插件。 3.聊天示例插件
1.如何构建一个无需授权的简单待办事项列表插件 {
"schema_version": "v1",
"name_for_human": "TODO Plugin (service http)",
"name_for_model": "todo",
"description_for_human": "Plugin for managing a TODO list, you can add, remove and view your TODOs.",
"description_for_model": "Plugin for managing a TODO list, you can add, remove and view your TODOs.",
"auth": {
"type": "service_http",
"authorization_type": "bearer",
"verification_tokens": {
"openai": "758e9ef7984b415688972d749f8aa58e"
}
},
"api": {
"type": "openapi",
"url": "https://example.com/openapi.yaml",
"is_user_authenticated": false
},
"logo_url": "https://example.com/logo.png",
"contact_email": "dummy@email.com",
"legal_info_url": "http://www.example.com/legal"
} 复制代码 import json
import quart
import quart_cors
from quart import request
app = quart_cors.cors(quart.Quart(__name__), allow_origin="*")
_SERVICE_AUTH_KEY = "TEST"
_TODOS = {}
def assert_auth_header(req):
assert req.headers.get(
"Authorization", None) == f"Bearer {_SERVICE_AUTH_KEY}"
@app.post("/todos/<string:username>")
async def add_todo(username):
assert_auth_header(quart.request)
request = await quart.request.get_json(force=True)
if username not in _TODOS:
_TODOS[username] = []
_TODOS[username].append(request["todo"])
return quart.Response(response='OK', status=200)
@app.get("/todos/<string:username>")
async def get_todos(username):
assert_auth_header(quart.request)
return quart.Response(response=json.dumps(_TODOS.get(username, [])), status=200)
@app.delete("/todos/<string:username>")
async def delete_todo(username):
assert_auth_header(quart.request)
request = await quart.request.get_json(force=True)
todo_idx = request["todo_idx"]
# fail silently, it's a simple plugin
if 0 <= todo_idx < len(_TODOS[username]):
_TODOS[username].pop(todo_idx)
return quart.Response(response='OK', status=200)
@app.get("/logo.png")
async def plugin_logo():
filename = 'logo.png'
return await quart.send_file(filename, mimetype='image/png')
@app.get("/.well-known/ai-plugin.json")
async def plugin_manifest():
host = request.headers['Host']
with open("manifest.json") as f:
text = f.read()
text = text.replace("PLUGIN_HOSTNAME", f"https://{host}")
return quart.Response(text, mimetype="text/json")
@app.get("/openapi.yaml")
async def openapi_spec():
host = request.headers['Host']
with open("openapi.yaml") as f:
text = f.read()
text = text.replace("PLUGIN_HOSTNAME", f"https://{host}")
return quart.Response(text, mimetype="text/yaml")
def main():
app.run(debug=True, host="0.0.0.0", port=5002)
if __name__ == "__main__":
main() 复制代码 openapi: 3.0.1
info:
title: TODO Plugin
description: A plugin that allows the user to create and manage a TODO list using ChatGPT. If you do not know the user's username, ask them first before making queries to the plugin. Otherwise, use the username "global".
version: 'v1'
servers:
- url: https://example.com
paths:
/todos/{username}:
get:
operationId: getTodos
summary: Get the list of todos
parameters:
- in: path
name: username
schema:
type: string
required: true
description: The name of the user.
responses:
"200":
description: OK
content:
application/json:
schema:
$ref: '#/components/schemas/getTodosResponse'
post:
operationId: addTodo
summary: Add a todo to the list
parameters:
- in: path
name: username
schema:
type: string
required: true
description: The name of the user.
requestBody:
required: true
content:
application/json:
schema:
$ref: '#/components/schemas/addTodoRequest'
responses:
"200":
description: OK
delete:
operationId: deleteTodo
summary: Delete a todo from the list
parameters:
- in: path
name: username
schema:
type: string
required: true
description: The name of the user.
requestBody:
required: true
content:
application/json:
schema:
$ref: '#/components/schemas/deleteTodoRequest'
responses:
"200":
description: OK
components:
schemas:
getTodosResponse:
type: object
properties:
todos:
type: array
items:
type: string
description: The list of todos.
addTodoRequest:
type: object
required:
- todo
properties:
todo:
type: string
description: The todo to add to the list.
required: true
deleteTodoRequest:
type: object
required:
- todo_idx
properties:
todo_idx:
type: integer
description: The index of the todo to delete.
required: true 复制代码 ChatGPT免费交流社区：
https://platform.openai.com/docs/plugins/examples https://github.com/openai/chatgpt-retrieval-plugin https://platform.openai.com/docs/plugins/examples https://openai.com/waitlist/plugins 
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