Step-by-step guide to building a production-ready customer service chatbot using Chinese AI models — at a fraction of the cost of Western alternatives.
GLM-4 Flash is completely free. DeepSeek V4 Flash costs $0.07/M tokens. Compare to GPT-4 at $2.50/M.
Native Chinese + English. GLM-5 handles bilingual conversations naturally.
User → Your App → AIWave API → DeepSeek/GLM → Response
import openai
client = openai.OpenAI(
base_url="https://aiwave.live/v1",
api_key="sk-YOUR_KEY"
)
def chatbot_reply(user_message, history=[]):
messages = [
{"role":"system","content":"You are a helpful customer service agent."},
*history,
{"role":"user","content": user_message}
]
resp = client.chat.completions.create(
model="deepseek-v4-flash",
messages=messages
)
return resp.choices[0].message.content