ChatsAPI — 世界上最快的人工智能代理框架

pip install chatsapi

from chatsapi import chatsapi  chat = chatsapi()  @chat.trigger("hello")  async def greet(input_text):      return "hi there!"

from chatsapi import chatsapi  chat = chatsapi()  @chat.trigger("need help with account settings.")@chat.extract([    ("account_number", "account number (a nine digit number)", int, none),    ("holder_name", "account holder's name (a person name)", str, none)])async def account_help(chat_message: str, extracted: dict):    return {"message": chat_message, "extracted": extracted}run your message (with no llm)@app.post("/chat")async def message(request: requestmodel, response: response):    reply = await chat.run(request.message)    return {"message": reply}

import osfrom dotenv import load_dotenvfrom fastapi import fastapi, request, responsefrom pydantic import basemodelfrom chatsapi.chatsapi import chatsapi# load environment variables from .env fileload_dotenv()app = fastapi()                 # instantiate fastapi or your web frameworkchat = chatsapi(                # instantiate chatsapi    llm_type="gemini",    llm_model="models/gemini-pro",    llm_api_key=os.getenv("google_api_key"),)# chat trigger - 1@chat.trigger("want to cancel a credit card.")@chat.extract([("card_number", "credit card number (a 12 digit number)", str, none)])async def cancel_credit_card(chat_message: str, extracted: dict):    return {"message": chat_message, "extracted": extracted}# chat trigger - 2@chat.trigger("need help with account settings.")@chat.extract([    ("account_number", "account number (a nine digit number)", int, none),    ("holder_name", "account holder's name (a person name)", str, none)])async def account_help(chat_message: str, extracted: dict):    return {"message": chat_message, "extracted": extracted}# request modelclass requestmodel(basemodel):    message: str# chat conversation@app.post("/chat")async def message(request: requestmodel, response: response, http_request: request):    session_id = http_request.cookies.get("session_id")    reply = await chat.conversation(request.message, session_id)    return {"message": f"{reply}"}# set chat session@app.post("/set-session")def set_session(response: response):    session_id = chat.set_session()    response.set_cookie(key="session_id", value=session_id)    return {"message": "session set"}# end chat session@app.post("/end-session")def end_session(response: response, http_request: request):    session_id = http_request.cookies.get("session_id")    chat.end_session(session_id)    response.delete_cookie("session_id")    return {"message": "session ended"}

await chat.query(request.message)