update
This commit is contained in:
74
backend/app/api/routes/rag.py
Normal file
74
backend/app/api/routes/rag.py
Normal file
@@ -0,0 +1,74 @@
|
||||
from fastapi import APIRouter
|
||||
from sse_starlette.sse import EventSourceResponse
|
||||
from app.schemas.rag import RagChatRequest, QuickQuestionsResponse, QuickQuestion
|
||||
from app.services.mock_data import (
|
||||
get_mock_quick_questions,
|
||||
get_mock_retrieval,
|
||||
get_mock_rag_answer,
|
||||
)
|
||||
import json
|
||||
import asyncio
|
||||
|
||||
router = APIRouter(prefix="/rag", tags=["RAG问答"])
|
||||
|
||||
|
||||
@router.post("/chat")
|
||||
async def rag_chat(request: RagChatRequest):
|
||||
"""SSE流式问答"""
|
||||
|
||||
async def generate():
|
||||
# 发送检索开始事件
|
||||
yield {"event": "message", "data": json.dumps({"type": "retrieving"})}
|
||||
|
||||
# 模拟检索延迟
|
||||
await asyncio.sleep(0.3)
|
||||
|
||||
# 执行检索
|
||||
docs = get_mock_retrieval(request.query, top_k=request.top_k)
|
||||
|
||||
retrieved_data = [
|
||||
{
|
||||
"id": d["id"],
|
||||
"score": d["score"],
|
||||
"preview": d["preview"],
|
||||
"doc_name": d.get("doc_name", ""),
|
||||
"clause": d.get("clause", ""),
|
||||
}
|
||||
for d in docs
|
||||
]
|
||||
yield {"event": "message", "data": json.dumps({"type": "retrieved", "docs": retrieved_data})}
|
||||
|
||||
# 发送生成开始事件
|
||||
yield {"event": "message", "data": json.dumps({"type": "generating", "text": "正在生成答案..."})}
|
||||
|
||||
# 模拟生成延迟
|
||||
await asyncio.sleep(0.2)
|
||||
|
||||
# 获取预设答案
|
||||
answer = get_mock_rag_answer(request.query)
|
||||
|
||||
# 流式输出答案(按句子分割)
|
||||
sentences = answer.split("\n\n")
|
||||
for sentence in sentences:
|
||||
if sentence.strip():
|
||||
# 进一步分割长句子
|
||||
chunks = sentence.split("\n")
|
||||
for chunk in chunks:
|
||||
if chunk.strip():
|
||||
await asyncio.sleep(0.05) # 模拟生成延迟
|
||||
yield {"event": "message", "data": json.dumps({"type": "chunk", "text": chunk + "\n"})}
|
||||
|
||||
# 发送完成事件
|
||||
yield {"event": "message", "data": json.dumps({"type": "done"})}
|
||||
|
||||
return EventSourceResponse(generate())
|
||||
|
||||
|
||||
@router.get("/quick-questions", response_model=QuickQuestionsResponse)
|
||||
async def get_quick_questions():
|
||||
"""获取预设快捷问题"""
|
||||
questions = [
|
||||
QuickQuestion(id=q["id"], question=q["question"], category=q["category"])
|
||||
for q in get_mock_quick_questions()
|
||||
]
|
||||
return QuickQuestionsResponse(questions=questions)
|
||||
Reference in New Issue
Block a user