Langchain-Chatchat/tests/api/test_stream_chat_api.py

109 lines
2.8 KiB
Python

import requests
import json
import sys
from pathlib import Path
sys.path.append(str(Path(__file__).parent.parent.parent))
from configs.server_config import API_SERVER, api_address
from pprint import pprint
api_base_url = api_address()
def dump_input(d, title):
print("\n")
print("=" * 30 + title + " input " + "="*30)
pprint(d)
def dump_output(r, title):
print("\n")
print("=" * 30 + title + " output" + "="*30)
for line in r.iter_content(None, decode_unicode=True):
print(line, end="", flush=True)
headers = {
'accept': 'application/json',
'Content-Type': 'application/json',
}
data = {
"query": "请用100字左右的文字介绍自己",
"history": [
{
"role": "user",
"content": "你好"
},
{
"role": "assistant",
"content": "你好,我是 ChatGLM"
}
],
"stream": True
}
def test_chat_fastchat(api="/chat/fastchat"):
url = f"{api_base_url}{api}"
data2 = {
"stream": True,
"messages": data["history"] + [{"role": "user", "content": "推荐一部科幻电影"}]
}
dump_input(data2, api)
response = requests.post(url, headers=headers, json=data2, stream=True)
dump_output(response, api)
assert response.status_code == 200
def test_chat_chat(api="/chat/chat"):
url = f"{api_base_url}{api}"
dump_input(data, api)
response = requests.post(url, headers=headers, json=data, stream=True)
dump_output(response, api)
assert response.status_code == 200
def test_knowledge_chat(api="/chat/knowledge_base_chat"):
url = f"{api_base_url}{api}"
data = {
"query": "如何提问以获得高质量答案",
"knowledge_base_name": "samples",
"history": [
{
"role": "user",
"content": "你好"
},
{
"role": "assistant",
"content": "你好,我是 ChatGLM"
}
],
"stream": True
}
dump_input(data, api)
response = requests.post(url, headers=headers, json=data, stream=True)
print("\n")
print("=" * 30 + api + " output" + "="*30)
first = True
for line in response.iter_content(None, decode_unicode=True):
data = json.loads(line)
if first:
for doc in data["docs"]:
print(doc)
first = False
print(data["answer"], end="", flush=True)
assert response.status_code == 200
def test_search_engine_chat(api="/chat/search_engine_chat"):
url = f"{api_base_url}{api}"
for se in ["bing", "duckduckgo"]:
dump_input(data, api)
response = requests.post(url, json=data, stream=True)
dump_output(response, api)
assert response.status_code == 200