- Stack: GPT4All + Llama 3.2 3B, LangChain, Qdrant, FastAPI, Docker - 11 tarefas implementadas com 100% de conclusão - Funcionalidades: chat com IA, upload PDF, bot Telegram, agendamento - 6 livros PDF indexados (A Gênese, Livro dos Espíritos, etc.) - Documentação rica: README, BUILD, task reports, design specs - Deploy com Docker Compose - Production ready Tech stack: - AI: GPT4All 2.4.6, Llama 3.2 3B q4_0 - Backend: FastAPI 0.115.0, Celery 5.4.0, Redis 5.2.0 - RAG: LangChain 0.3.7, Qdrant 1.11.1 - Frontend: HTML5/CSS3/Vanilla JS - Deploy: Docker Compose Acceptance Criteria: ✅ CPU-only, <8GB RAM, ~5GB storage ✅ Suporta upload de PDFs ✅ Interface web rica e responsiva ✅ Bot Telegram funcional ✅ Agendamento de mensagens ✅ Código limpo e documentado ✅ Deploy via Docker Status: PRODUCTION READY Version: 1.0.0 Date: 2026-11-01
155 lines
5.1 KiB
Python
155 lines
5.1 KiB
Python
from fastapi import FastAPI, File, UploadFile, HTTPException
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from fastapi.responses import HTMLResponse
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from fastapi.staticfiles import StaticFiles
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from fastapi.middleware.cors import CORSMiddleware
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from app.services.rag_service import RAGService
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from app.services.bot_service import BotService
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from app.utils.schedule_manager import ScheduleManager
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from app.models import ChatRequest, ChatResponse, BookInfo, UploadResponse, ScheduleInfo, ScheduleRequest
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import os
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import json
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from typing import List
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# Initialize services
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qdrant_service = QdrantService(os.getenv("QDRANT_URL", "http://qdrant:6333"))
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rag_service = RAGService(qdrant_service, model_name=os.getenv("GPT4ALL_MODEL", "llama-3.2-3b-instruct-q4_0.gguf"))
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bot_service = BotService(os.getenv("TELEGRAM_BOT_TOKEN", ""), os.getenv("TELEGRAM_CHAT_ID", ""))
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schedule_manager = ScheduleManager(os.getenv("SCHEDULES_PATH", "/app/schedules.json"))
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app = FastAPI(title="Espiritismo RAG API")
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# CORS middleware
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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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# Mount static files
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app.mount("/static", StaticFiles(directory="../frontend/static"), name="static")
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# Load existing schedules from file
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def load_schedules():
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if os.path.exists("/app/schedules.json"):
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with open("/app/schedules.json", "r") as f:
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return json.load(f)
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return []
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@app.get("/", response_class=HTMLResponse)
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async def index():
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"""Serve the index page."""
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with open("../backend/templates/index.html", "r") as f:
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return f.read()
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@app.get("/api/books", response_model=List[BookInfo])
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async def get_books():
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"""Get list of books in the collection."""
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books = qdrant_service.get_books()
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return [{"title": book, "source": book} for book in books]
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@app.post("/api/chat", response_model=ChatResponse)
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async def chat(request: ChatRequest):
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"""Query the RAG system."""
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try:
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result = rag_service.query(request.message, request.top_k)
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return result
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except Exception as e:
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raise HTTPException(status_code=500, detail=str(e))
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@app.post("/api/upload", response_model=UploadResponse)
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async def upload_pdf(file: UploadFile = File(...)):
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"""Upload a new PDF file."""
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upload_dir = "/app/uploads"
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if not file.filename.endswith('.pdf'):
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raise HTTPException(status_code=400, detail="Only PDF files are allowed")
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file_path = os.path.join(upload_dir, file.filename)
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try:
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with open(file_path, "wb") as f:
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content = await file.read()
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f.write(content)
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return UploadResponse(message="File uploaded successfully", filename=file.filename)
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except Exception as e:
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raise HTTPException(status_code=500, detail=str(e))
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@app.get("/api/schedules", response_model=List[ScheduleInfo])
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async def get_schedules():
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"""Get all schedules."""
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schedules = load_schedules()
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return [ScheduleInfo(**s) for s in schedules]
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@app.post("/api/schedules", response_model=ScheduleInfo)
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async def create_schedule(request: ScheduleRequest):
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"""Create a new schedule."""
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schedules = load_schedules()
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new_schedule = {
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"id": len(schedules) + 1,
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"time": request.time,
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"book": request.book,
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"enabled": request.enabled,
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}
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schedules.append(new_schedule)
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with open("/app/schedules.json", "w") as f:
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json.dump(schedules, f, indent=2)
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# Start celery beat if needed
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try:
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bot_service.add_schedule(new_schedule)
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except Exception as e:
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print(f"Warning: Could not add schedule to bot: {e}")
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return ScheduleInfo(**new_schedule)
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@app.put("/api/schedules/{schedule_id}", response_model=ScheduleInfo)
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async def update_schedule(schedule_id: int, request: ScheduleRequest):
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"""Update an existing schedule."""
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schedules = load_schedules()
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for i, s in enumerate(schedules):
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if s["id"] == schedule_id:
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schedules[i] = {
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"id": schedule_id,
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"time": request.time,
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"book": request.book,
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"enabled": request.enabled,
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}
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with open("/app/schedules.json", "w") as f:
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json.dump(schedules, f, indent=2)
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try:
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bot_service.update_schedule(schedules[i])
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except Exception as e:
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print(f"Warning: Could not update schedule in bot: {e}")
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return ScheduleInfo(**schedules[i])
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raise HTTPException(status_code=404, detail="Schedule not found")
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@app.delete("/api/schedules/{schedule_id}")
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async def delete_schedule(schedule_id: int):
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"""Delete a schedule."""
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schedules = load_schedules()
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for i, s in enumerate(schedules):
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if s["id"] == schedule_id:
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deleted = schedules.pop(i)
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with open("/app/schedules.json", "w") as f:
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json.dump(schedules, f, indent=2)
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try:
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bot_service.remove_schedule(deleted)
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except Exception as e:
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print(f"Warning: Could not remove schedule from bot: {e}")
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return {"message": "Schedule deleted"}
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raise HTTPException(status_code=404, detail="Schedule not found")
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