add model

This commit is contained in:
2025-09-24 21:01:01 +08:00
parent e57ad31393
commit 4efd801c54
5 changed files with 132 additions and 21 deletions

View File

@@ -17,6 +17,8 @@ from account.models import User
from problem.models import Problem
from submission.models import Submission, JudgeStatus
from account.decorators import login_required
from ai.models import AIAnalysis
from textwrap import dedent
# 常量定义
@@ -414,30 +416,58 @@ class AIWeeklyDataAPI(APIView):
class AIAnalysisAPI(APIView):
@login_required
def post(self, request):
user = request.user
details = request.data.get("details")
weekly = request.data.get("weekly")
API_KEY = get_env("AI_KEY")
api_key = get_env("AI_KEY")
if not API_KEY:
if not api_key:
return self.error("API_KEY is not set")
client = OpenAI(api_key=API_KEY, base_url="https://api.deepseek.com")
client = OpenAI(api_key=api_key, base_url="https://api.deepseek.com")
system_prompt = """
你是一个风趣的编程老师,学生使用判题狗平台进行编程练习。
请根据学生提供的详细数据和每周数据,给出用户的学习建议。
请使用 markdown 格式输出,不要在代码块中输出。
最后不要忘记写一句祝福语。
"""
system_prompt ="""
你是一个风趣的编程老师,学生使用判题狗平台进行编程练习。
请根据学生提供的详细数据和每周数据,给出用户的学习建议。
请使用 markdown 格式输出,不要在代码块中输出。
最后不要忘记写一句祝福语。
"""
user_prompt = f"""
这段时间内的详细数据: {details}
每周或每月的数据: {weekly}
"""
这段时间内的详细数据: {details}
每周或每月的数据: {weekly}
"""
analysis_chunks = []
saved = False
save_error = None
store_error_sent = False
def try_save():
nonlocal saved, save_error
if saved:
return
if not analysis_chunks:
saved = True
return
try:
AIAnalysis.objects.create(
user=user,
data={"details": details, "weekly": weekly},
system_prompt=dedent(system_prompt).strip(),
user_prompt="这段时间内的详细数据, 每周或每月的数据",
analysis="".join(analysis_chunks).strip(),
)
except Exception as exc:
save_error = str(exc)
finally:
saved = True
def stream_generator():
nonlocal store_error_sent
try:
stream = client.chat.completions.create(
model="deepseek-chat",
@@ -470,13 +500,36 @@ class AIAnalysisAPI(APIView):
finish_reason = getattr(choice, "finish_reason", None)
delta = getattr(choice, "delta", None)
if delta and getattr(delta, "content", None):
payload = json.dumps(
{"type": "delta", "content": delta.content}
)
yield f"data: {payload}\n\n"
raw_content = getattr(delta, "content", None)
if raw_content:
if isinstance(raw_content, list):
text_content = "".join(
(
item.get("text")
if isinstance(item, dict)
else getattr(item, "text", None) or ""
)
for item in raw_content
)
else:
text_content = str(raw_content)
if text_content:
analysis_chunks.append(text_content)
payload = json.dumps(
{"type": "delta", "content": text_content}
)
yield f"data: {payload}\n\n"
if finish_reason:
try_save()
if save_error and not store_error_sent:
error_payload = json.dumps(
{"type": "store_error", "message": save_error}
)
yield f"data: {error_payload}\n\n"
store_error_sent = True
payload = json.dumps({"type": "done"})
yield f"data: {payload}\n\n"
break
@@ -484,6 +537,14 @@ class AIAnalysisAPI(APIView):
payload = json.dumps({"type": "error", "message": str(exc)})
yield f"data: {payload}\n\n"
finally:
try_save()
if save_error and not store_error_sent:
error_payload = json.dumps(
{"type": "store_error", "message": save_error}
)
yield f"data: {error_payload}\n\n"
store_error_sent = True
yield "event: end\n\n"
response = StreamingHttpResponse(