This commit is contained in:
2026-03-04 20:05:33 +08:00
parent fdbe06a077
commit 6998d694bb
25 changed files with 572 additions and 37 deletions

0
prompt/__init__.py Normal file
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15
prompt/admin.py Normal file
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from django.contrib import admin
from .models import Conversation, Message
class MessageInline(admin.TabularInline):
model = Message
extra = 0
readonly_fields = ("role", "content", "code_html", "code_css", "code_js", "created")
@admin.register(Conversation)
class ConversationAdmin(admin.ModelAdmin):
list_display = ("user", "task", "is_active", "created")
list_filter = ("is_active",)
inlines = [MessageInline]

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prompt/api.py Normal file
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from typing import List
from uuid import UUID
from ninja import Router
from django.shortcuts import get_object_or_404
from django.contrib.auth.decorators import login_required
from .models import Conversation, Message
from .schemas import ConversationOut, MessageOut
router = Router()
@router.get("/conversations/", response=List[ConversationOut])
@login_required
def list_conversations(request, task_id: int = None, user_id: int = None):
convs = Conversation.objects.select_related("user", "task")
# Normal users can only see their own
if request.user.role == "normal":
convs = convs.filter(user=request.user)
elif user_id:
convs = convs.filter(user_id=user_id)
if task_id:
convs = convs.filter(task_id=task_id)
return [ConversationOut.from_conv(c) for c in convs]
@router.get("/conversations/{conversation_id}/messages/", response=List[MessageOut])
@login_required
def list_messages(request, conversation_id: UUID):
conv = get_object_or_404(Conversation, id=conversation_id)
# Normal users can only see their own
if request.user.role == "normal" and conv.user != request.user:
return []
messages = conv.messages.all()
return [
{
"id": m.id,
"role": m.role,
"content": m.content,
"code_html": m.code_html,
"code_css": m.code_css,
"code_js": m.code_js,
"created": m.created.isoformat(),
}
for m in messages
]

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prompt/apps.py Normal file
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from django.apps import AppConfig
class PromptConfig(AppConfig):
default_auto_field = "django.db.models.BigAutoField"
name = "prompt"
verbose_name = "Prompt"

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prompt/consumers.py Normal file
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import json
from channels.generic.websocket import AsyncWebsocketConsumer
from channels.db import database_sync_to_async
from .models import Conversation, Message
from .llm import stream_chat, extract_code
class PromptConsumer(AsyncWebsocketConsumer):
async def connect(self):
self.user = self.scope["user"]
if self.user.is_anonymous:
await self.close()
return
self.task_id = int(self.scope["url_route"]["kwargs"]["task_id"])
await self.accept()
# Load or create conversation, send history
self.conversation = await self.get_or_create_conversation()
history = await self.get_history()
await self.send(text_data=json.dumps({
"type": "init",
"conversation_id": str(self.conversation.id),
"messages": history,
}))
async def disconnect(self, close_code):
pass
async def receive(self, text_data):
data = json.loads(text_data)
msg_type = data.get("type", "message")
if msg_type == "new_conversation":
self.conversation = await self.create_conversation()
await self.send(text_data=json.dumps({
"type": "init",
"conversation_id": str(self.conversation.id),
"messages": [],
}))
return
prompt = data.get("content", "").strip()
if not prompt:
return
# Save user message
await self.save_message("user", prompt)
# Build history for LLM
history = await self.get_history_for_llm()
task_content = await self.get_task_content()
# Stream AI response
full_response = ""
try:
async for chunk in stream_chat(task_content, history):
full_response += chunk
await self.send(text_data=json.dumps({
"type": "stream",
"content": chunk,
}))
except Exception as e:
await self.send(text_data=json.dumps({
"type": "error",
"content": f"AI 服务出错:{str(e)}",
}))
return
# Extract code and save assistant message
code = extract_code(full_response)
await self.save_message("assistant", full_response, code)
# Send completion with extracted code
await self.send(text_data=json.dumps({
"type": "complete",
"code": code,
}))
@database_sync_to_async
def get_or_create_conversation(self):
conv = Conversation.objects.filter(
user=self.user, task_id=self.task_id, is_active=True
).first()
if not conv:
conv = Conversation.objects.create(user=self.user, task_id=self.task_id)
return conv
@database_sync_to_async
def create_conversation(self):
Conversation.objects.filter(
user=self.user, task_id=self.task_id, is_active=True
).update(is_active=False)
return Conversation.objects.create(user=self.user, task_id=self.task_id)
@database_sync_to_async
def save_message(self, role, content, code=None):
return Message.objects.create(
conversation=self.conversation,
role=role,
content=content,
code_html=code.get("html") if code else None,
code_css=code.get("css") if code else None,
code_js=code.get("js") if code else None,
)
@database_sync_to_async
def get_history(self):
messages = self.conversation.messages.all()
return [
{
"role": m.role,
"content": m.content,
"code": {
"html": m.code_html,
"css": m.code_css,
"js": m.code_js,
} if m.role == "assistant" else None,
"created": m.created.isoformat(),
}
for m in messages
]
@database_sync_to_async
def get_history_for_llm(self):
messages = self.conversation.messages.all()
return [{"role": m.role, "content": m.content} for m in messages]
@database_sync_to_async
def get_task_content(self):
from task.models import Task
task = Task.objects.get(id=self.task_id)
return task.content

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prompt/llm.py Normal file
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import re
from django.conf import settings
from openai import AsyncOpenAI
client = AsyncOpenAI(
api_key=settings.LLM_API_KEY,
base_url=settings.LLM_BASE_URL,
)
SYSTEM_PROMPT = """你是一个网页生成助手。根据用户的需求描述,生成 HTML、CSS 和 JavaScript 代码。
规则:
1. 始终使用三个独立的代码块返回代码,分别用 ```html、```css、```js 标记
2. HTML 代码只需要 body 内的内容,不需要完整的 HTML 文档结构
3. CSS 和 JS 可以为空,但仍然需要返回空的代码块
4. 用中文回复,先简要说明你做了什么,然后给出代码
5. 在已有代码基础上修改时,返回完整的修改后代码,不要只返回片段"""
def build_messages(task_content: str, history: list[dict]) -> list[dict]:
"""Build the message list for the LLM API call."""
system = SYSTEM_PROMPT + f"\n\n当前挑战任务要求:\n{task_content}"
messages = [{"role": "system", "content": system}]
messages.extend(history)
return messages
async def stream_chat(task_content: str, history: list[dict]):
"""Stream chat completion from the LLM. Yields content chunks."""
messages = build_messages(task_content, history)
stream = await client.chat.completions.create(
model=settings.LLM_MODEL,
messages=messages,
stream=True,
)
async for chunk in stream:
delta = chunk.choices[0].delta
if delta.content:
yield delta.content
def extract_code(text: str) -> dict:
"""Extract HTML, CSS, JS code blocks from AI response text."""
result = {"html": None, "css": None, "js": None}
pattern = r"```(html|css|js|javascript)\s*\n(.*?)```"
matches = re.findall(pattern, text, re.DOTALL)
for lang, code in matches:
lang = lang.lower()
if lang == "javascript":
lang = "js"
if lang in result:
result[lang] = code.strip()
return result

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# Generated by Django 6.0.1 on 2026-03-04 11:01
import django.db.models.deletion
import django_extensions.db.fields
import uuid
from django.conf import settings
from django.db import migrations, models
class Migration(migrations.Migration):
initial = True
dependencies = [
('task', '0005_alter_task_options_alter_task_display_and_more'),
migrations.swappable_dependency(settings.AUTH_USER_MODEL),
]
operations = [
migrations.CreateModel(
name='Conversation',
fields=[
('created', django_extensions.db.fields.CreationDateTimeField(auto_now_add=True, verbose_name='created')),
('modified', django_extensions.db.fields.ModificationDateTimeField(auto_now=True, verbose_name='modified')),
('id', models.UUIDField(default=uuid.uuid4, editable=False, primary_key=True, serialize=False)),
('is_active', models.BooleanField(default=True, verbose_name='是否活跃')),
('task', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='conversations', to='task.task')),
('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='conversations', to=settings.AUTH_USER_MODEL)),
],
options={
'ordering': ('-created',),
},
),
migrations.CreateModel(
name='Message',
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('role', models.CharField(max_length=10)),
('content', models.TextField()),
('code_html', models.TextField(blank=True, null=True)),
('code_css', models.TextField(blank=True, null=True)),
('code_js', models.TextField(blank=True, null=True)),
('created', models.DateTimeField(auto_now_add=True)),
('conversation', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='messages', to='prompt.conversation')),
],
options={
'ordering': ('created',),
},
),
]

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prompt/models.py Normal file
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import uuid
from django.db import models
from django_extensions.db.models import TimeStampedModel
from account.models import User
from task.models import Task
class Conversation(TimeStampedModel):
id = models.UUIDField(primary_key=True, default=uuid.uuid4, editable=False)
user = models.ForeignKey(User, on_delete=models.CASCADE, related_name="conversations")
task = models.ForeignKey(Task, on_delete=models.CASCADE, related_name="conversations")
is_active = models.BooleanField(default=True, verbose_name="是否活跃")
class Meta:
ordering = ("-created",)
def __str__(self):
return f"{self.user.username} - {self.task.title}"
class Message(models.Model):
conversation = models.ForeignKey(
Conversation, on_delete=models.CASCADE, related_name="messages"
)
role = models.CharField(max_length=10) # "user" or "assistant"
content = models.TextField()
code_html = models.TextField(null=True, blank=True)
code_css = models.TextField(null=True, blank=True)
code_js = models.TextField(null=True, blank=True)
created = models.DateTimeField(auto_now_add=True)
class Meta:
ordering = ("created",)
def __str__(self):
return f"[{self.role}] {self.content[:50]}"

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prompt/schemas.py Normal file
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from typing import Optional
from uuid import UUID
from ninja import Schema
class MessageOut(Schema):
id: int
role: str
content: str
code_html: Optional[str] = None
code_css: Optional[str] = None
code_js: Optional[str] = None
created: str
class ConversationOut(Schema):
id: UUID
user_id: int
username: str
task_id: int
task_title: str
is_active: bool
message_count: int
created: str
@staticmethod
def from_conv(conv):
return {
"id": conv.id,
"user_id": conv.user_id,
"username": conv.user.username,
"task_id": conv.task_id,
"task_title": conv.task.title,
"is_active": conv.is_active,
"message_count": conv.messages.count(),
"created": conv.created.isoformat(),
}

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prompt/url.py Normal file
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from django.urls import path
from .consumers import PromptConsumer
websocket_urlpatterns = [
path("ws/prompt/<int:task_id>/", PromptConsumer.as_asgi()),
]