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Update api/server.py
Browse files- api/server.py +196 -62
api/server.py
CHANGED
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# api/server.py
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import os
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import time
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from typing import Dict
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from fastapi
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from fastapi.staticfiles import StaticFiles
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from pydantic import BaseModel
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from api.config import DEFAULT_COURSE_TOPICS, DEFAULT_MODEL
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@@ -20,52 +22,100 @@ from api.clare_core import (
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summarize_conversation,
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)
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MODULE10_DOC_TYPE = "Literature Review / Paper"
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app = FastAPI(title="Clare API")
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#
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app.
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@app.get("/")
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def index():
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#
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#
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SESSIONS: Dict[str, Dict] = {}
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def _get_session(user_id: str) -> Dict:
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if user_id not in SESSIONS:
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# preload module10
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course_outline = DEFAULT_COURSE_TOPICS
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rag_chunks = []
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if os.path.exists(MODULE10_PATH):
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rag_chunks = build_rag_chunks_from_file(MODULE10_PATH, MODULE10_DOC_TYPE)
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SESSIONS[user_id] = {
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"user_id": user_id,
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"name": "",
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"history": [],
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"weaknesses": [],
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"cognitive_state": {"confusion": 0, "mastery": 0},
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"course_outline":
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"model_name": DEFAULT_MODEL,
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}
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return SESSIONS[user_id]
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class LoginReq(BaseModel):
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name: str
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user_id: str
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@app.post("/api/login")
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def login(req: LoginReq):
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sess = _get_session(req.user_id)
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sess["name"] = req.name
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return {"ok": True, "user": {"name": req.name, "user_id": req.user_id}}
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class ChatReq(BaseModel):
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user_id: str
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language_preference: str = "Auto"
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doc_type: str = "Syllabus"
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@app.post("/api/chat")
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def chat(req: ChatReq):
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msg = (req.message or "").strip()
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if not msg:
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return {
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resolved_lang = detect_language(msg, req.language_preference)
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sess["weaknesses"] = update_weaknesses_from_message(msg, sess["weaknesses"])
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sess["cognitive_state"] = update_cognitive_state_from_message(msg, sess["cognitive_state"])
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#
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rag_context_text, rag_used_chunks = retrieve_relevant_chunks(msg, sess["rag_chunks"])
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start_ts = time.time()
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sess["history"] = new_history
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refs = [
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return {
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"reply": answer,
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"session_status_md": render_session_status(
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"refs": refs,
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"latency_ms": latency_ms,
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}
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@app.post("/api/upload")
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async def upload(
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user_id: str = Form(...),
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doc_type: str = Form(...),
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file: UploadFile = File(...),
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):
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sess = _get_session(user_id)
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#
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tmp_path = f"/tmp/{file.filename}"
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content = await file.read()
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with open(tmp_path, "wb") as f:
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f.write(content)
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#
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if doc_type == "Syllabus":
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fo = _F(); fo.name = tmp_path
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sess["course_outline"] = extract_course_topics_from_file(fo, doc_type)
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return {"ok": True, "added_chunks": len(new_chunks), "status_md": status_md}
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class ExportReq(BaseModel):
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user_id: str
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learning_mode: str
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@app.post("/api/export")
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def api_export(req: ExportReq):
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md = export_conversation(
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sess["history"],
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sess["course_outline"],
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)
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return {"markdown": md}
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class SummaryReq(BaseModel):
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user_id: str
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learning_mode: str
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language_preference: str = "Auto"
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@app.post("/api/summary")
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def api_summary(req: SummaryReq):
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md = summarize_conversation(
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sess["history"],
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sess["course_outline"],
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)
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return {"markdown": md}
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@app.get("/api/memoryline")
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def memoryline(user_id: str):
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return {"next_review_label": "T+7", "progress_pct": 0.4}
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# api/server.py
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import os
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import time
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from typing import Dict
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from fastapi import FastAPI, UploadFile, File, Form, Request
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from fastapi.responses import FileResponse, JSONResponse
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from fastapi.staticfiles import StaticFiles
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from fastapi.middleware.cors import CORSMiddleware
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from pydantic import BaseModel
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from api.config import DEFAULT_COURSE_TOPICS, DEFAULT_MODEL
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summarize_conversation,
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)
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# ----------------------------
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# Paths / Constants
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# ----------------------------
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API_DIR = os.path.dirname(__file__)
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REPO_ROOT = os.path.abspath(os.path.join(API_DIR, ".."))
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MODULE10_PATH = os.path.join(API_DIR, "module10_responsible_ai.pdf")
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MODULE10_DOC_TYPE = "Literature Review / Paper"
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WEB_DIST = os.path.join(REPO_ROOT, "web", "dist")
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WEB_INDEX = os.path.join(WEB_DIST, "index.html")
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WEB_ASSETS = os.path.join(WEB_DIST, "assets")
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# ----------------------------
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# App
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# ----------------------------
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app = FastAPI(title="Clare API")
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# If later you split FE/BE domain, this prevents CORS headaches.
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# For same-origin (Docker Space) it doesn't hurt.
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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# ----------------------------
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# Static hosting (Vite build)
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# ----------------------------
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# Vite build typically outputs: web/dist/index.html + web/dist/assets/*
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# We mount /assets so <script src="/assets/..."> works.
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if os.path.isdir(WEB_ASSETS):
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app.mount("/assets", StaticFiles(directory=WEB_ASSETS), name="assets")
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# Optionally also serve other static files in dist root (favicon, etc.)
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if os.path.isdir(WEB_DIST):
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app.mount("/static", StaticFiles(directory=WEB_DIST), name="static")
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@app.get("/")
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def index():
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if os.path.exists(WEB_INDEX):
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return FileResponse(WEB_INDEX)
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return JSONResponse(
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{"detail": "web/dist not found. Build frontend first (web/dist/index.html)."},
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status_code=500,
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)
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# ----------------------------
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# In-memory session store (MVP)
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# ----------------------------
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# Production -> Redis / DB
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SESSIONS: Dict[str, Dict] = {}
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def _preload_module10_chunks():
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if os.path.exists(MODULE10_PATH):
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try:
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return build_rag_chunks_from_file(MODULE10_PATH, MODULE10_DOC_TYPE) or []
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except Exception as e:
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print(f"[preload] module10 parse failed: {repr(e)}")
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return []
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return []
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MODULE10_CHUNKS_CACHE = _preload_module10_chunks()
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def _get_session(user_id: str) -> Dict:
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if user_id not in SESSIONS:
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SESSIONS[user_id] = {
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"user_id": user_id,
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"name": "",
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"history": [],
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"weaknesses": [],
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"cognitive_state": {"confusion": 0, "mastery": 0},
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"course_outline": DEFAULT_COURSE_TOPICS,
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# preload base reading
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"rag_chunks": list(MODULE10_CHUNKS_CACHE),
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"model_name": DEFAULT_MODEL,
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}
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return SESSIONS[user_id]
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# ----------------------------
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# Schemas
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# ----------------------------
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class LoginReq(BaseModel):
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name: str
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user_id: str
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class ChatReq(BaseModel):
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user_id: str
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language_preference: str = "Auto"
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doc_type: str = "Syllabus"
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class ExportReq(BaseModel):
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user_id: str
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learning_mode: str
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class SummaryReq(BaseModel):
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user_id: str
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learning_mode: str
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language_preference: str = "Auto"
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# ----------------------------
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# API Routes
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# ----------------------------
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@app.post("/api/login")
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def login(req: LoginReq):
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user_id = (req.user_id or "").strip()
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name = (req.name or "").strip()
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if not user_id or not name:
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return JSONResponse({"ok": False, "error": "Missing name/user_id"}, status_code=400)
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sess = _get_session(user_id)
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sess["name"] = name
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return {"ok": True, "user": {"name": name, "user_id": user_id}}
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@app.post("/api/chat")
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def chat(req: ChatReq):
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user_id = (req.user_id or "").strip()
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msg = (req.message or "").strip()
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if not user_id:
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return JSONResponse({"error": "Missing user_id"}, status_code=400)
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sess = _get_session(user_id)
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if not msg:
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return {
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"reply": "",
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"session_status_md": render_session_status(
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req.learning_mode, sess["weaknesses"], sess["cognitive_state"]
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),
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"refs": [],
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"latency_ms": 0.0,
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}
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resolved_lang = detect_language(msg, req.language_preference)
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sess["weaknesses"] = update_weaknesses_from_message(msg, sess["weaknesses"])
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sess["cognitive_state"] = update_cognitive_state_from_message(msg, sess["cognitive_state"])
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# RAG
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rag_context_text, rag_used_chunks = retrieve_relevant_chunks(msg, sess["rag_chunks"])
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start_ts = time.time()
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try:
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answer, new_history = chat_with_clare(
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message=msg,
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history=sess["history"],
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model_name=sess["model_name"],
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language_preference=resolved_lang,
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learning_mode=req.learning_mode,
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doc_type=req.doc_type,
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course_outline=sess["course_outline"],
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weaknesses=sess["weaknesses"],
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cognitive_state=sess["cognitive_state"],
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rag_context=rag_context_text,
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)
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except Exception as e:
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print(f"[chat] error: {repr(e)}")
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return JSONResponse({"error": f"chat failed: {repr(e)}"}, status_code=500)
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latency_ms = (time.time() - start_ts) * 1000.0
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sess["history"] = new_history
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refs = [
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return {
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"reply": answer,
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| 210 |
+
"session_status_md": render_session_status(
|
| 211 |
+
req.learning_mode, sess["weaknesses"], sess["cognitive_state"]
|
| 212 |
+
),
|
| 213 |
"refs": refs,
|
| 214 |
"latency_ms": latency_ms,
|
| 215 |
}
|
| 216 |
|
| 217 |
+
|
| 218 |
@app.post("/api/upload")
|
| 219 |
async def upload(
|
| 220 |
user_id: str = Form(...),
|
| 221 |
doc_type: str = Form(...),
|
| 222 |
file: UploadFile = File(...),
|
| 223 |
):
|
| 224 |
+
user_id = (user_id or "").strip()
|
| 225 |
+
doc_type = (doc_type or "").strip()
|
| 226 |
+
|
| 227 |
+
if not user_id:
|
| 228 |
+
return JSONResponse({"ok": False, "error": "Missing user_id"}, status_code=400)
|
| 229 |
+
if not file or not file.filename:
|
| 230 |
+
return JSONResponse({"ok": False, "error": "Missing file"}, status_code=400)
|
| 231 |
+
|
| 232 |
sess = _get_session(user_id)
|
| 233 |
|
| 234 |
+
# Save to /tmp
|
| 235 |
tmp_path = f"/tmp/{file.filename}"
|
| 236 |
content = await file.read()
|
| 237 |
with open(tmp_path, "wb") as f:
|
| 238 |
f.write(content)
|
| 239 |
|
| 240 |
+
# Update topics only for syllabus
|
| 241 |
if doc_type == "Syllabus":
|
| 242 |
+
class _F:
|
| 243 |
+
pass
|
|
|
|
|
|
|
| 244 |
|
| 245 |
+
fo = _F()
|
| 246 |
+
fo.name = tmp_path
|
| 247 |
+
try:
|
| 248 |
+
sess["course_outline"] = extract_course_topics_from_file(fo, doc_type)
|
| 249 |
+
except Exception as e:
|
| 250 |
+
print(f"[upload] syllabus parse error: {repr(e)}")
|
| 251 |
|
| 252 |
+
# Update rag chunks for any doc
|
| 253 |
+
try:
|
| 254 |
+
new_chunks = build_rag_chunks_from_file(tmp_path, doc_type) or []
|
| 255 |
+
sess["rag_chunks"] = (sess["rag_chunks"] or []) + new_chunks
|
| 256 |
+
except Exception as e:
|
| 257 |
+
print(f"[upload] rag build error: {repr(e)}")
|
| 258 |
+
new_chunks = []
|
| 259 |
+
|
| 260 |
+
status_md = f"✅ Loaded base reading + uploaded {doc_type} file."
|
| 261 |
return {"ok": True, "added_chunks": len(new_chunks), "status_md": status_md}
|
| 262 |
|
|
|
|
|
|
|
|
|
|
| 263 |
|
| 264 |
@app.post("/api/export")
|
| 265 |
def api_export(req: ExportReq):
|
| 266 |
+
user_id = (req.user_id or "").strip()
|
| 267 |
+
if not user_id:
|
| 268 |
+
return JSONResponse({"error": "Missing user_id"}, status_code=400)
|
| 269 |
+
|
| 270 |
+
sess = _get_session(user_id)
|
| 271 |
md = export_conversation(
|
| 272 |
sess["history"],
|
| 273 |
sess["course_outline"],
|
|
|
|
| 277 |
)
|
| 278 |
return {"markdown": md}
|
| 279 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 280 |
|
| 281 |
@app.post("/api/summary")
|
| 282 |
def api_summary(req: SummaryReq):
|
| 283 |
+
user_id = (req.user_id or "").strip()
|
| 284 |
+
if not user_id:
|
| 285 |
+
return JSONResponse({"error": "Missing user_id"}, status_code=400)
|
| 286 |
+
|
| 287 |
+
sess = _get_session(user_id)
|
| 288 |
md = summarize_conversation(
|
| 289 |
sess["history"],
|
| 290 |
sess["course_outline"],
|
|
|
|
| 295 |
)
|
| 296 |
return {"markdown": md}
|
| 297 |
|
| 298 |
+
|
| 299 |
@app.get("/api/memoryline")
|
| 300 |
def memoryline(user_id: str):
|
| 301 |
+
_ = _get_session((user_id or "").strip())
|
| 302 |
+
# v1: 写死也没问题;前端只渲染
|
| 303 |
return {"next_review_label": "T+7", "progress_pct": 0.4}
|
| 304 |
+
|
| 305 |
+
|
| 306 |
+
# ----------------------------
|
| 307 |
+
# SPA Fallback (important!)
|
| 308 |
+
# ----------------------------
|
| 309 |
+
# If user refreshes /some/route, FE router needs index.html.
|
| 310 |
+
@app.get("/{full_path:path}")
|
| 311 |
+
def spa_fallback(full_path: str, request: Request):
|
| 312 |
+
# Do not hijack API/static paths
|
| 313 |
+
if full_path.startswith("api/") or full_path.startswith("assets/") or full_path.startswith("static/"):
|
| 314 |
+
return JSONResponse({"detail": "Not Found"}, status_code=404)
|
| 315 |
+
|
| 316 |
+
if os.path.exists(WEB_INDEX):
|
| 317 |
+
return FileResponse(WEB_INDEX)
|
| 318 |
+
|
| 319 |
+
return JSONResponse(
|
| 320 |
+
{"detail": "web/dist not found. Build frontend first."},
|
| 321 |
+
status_code=500,
|
| 322 |
+
)
|