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| from fastapi import FastAPI, UploadFile, File, HTTPException | |
| from fastapi.middleware.cors import CORSMiddleware | |
| from fastapi.responses import StreamingResponse, FileResponse | |
| from pydantic import BaseModel | |
| import os | |
| import asyncio | |
| from chatbot import app as app_graph | |
| from langchain_core.messages import HumanMessage | |
| from tools import update_retriever | |
| from utils import TTS, STT | |
| app = FastAPI() | |
| app.add_middleware( | |
| CORSMiddleware, | |
| allow_origins=["*"], | |
| allow_credentials=True, | |
| allow_methods=["*"], | |
| allow_headers=["*"], | |
| ) | |
| UPLOAD_DIR = "uploads" | |
| os.makedirs(UPLOAD_DIR, exist_ok=True) | |
| class TTSRequest(BaseModel): | |
| text: str | |
| def health(): | |
| return {"status": "API is running"} | |
| async def upload_file(file: UploadFile = File(...)): | |
| file_path = os.path.join(UPLOAD_DIR, file.filename) | |
| with open(file_path, "wb") as f: | |
| f.write(await file.read()) | |
| update_retriever(file_path) | |
| return { | |
| "status": "success", | |
| "filename": file.filename | |
| } | |
| async def chat(message: str, session_id: str = "default"): | |
| async def event_generator(): | |
| async for chunk in app_graph.astream( | |
| {"messages": [HumanMessage(content=message)]}, | |
| config={"configurable": {"thread_id": session_id}}, | |
| stream_mode="messages" | |
| ): | |
| if chunk: | |
| msg = chunk[0] if isinstance(chunk, tuple) else chunk | |
| if hasattr(msg, "content") and msg.content: | |
| yield f"data: {msg.content}\n\n" | |
| await asyncio.sleep(0.01) | |
| return StreamingResponse( | |
| event_generator(), | |
| media_type="text/event-stream", | |
| headers={ | |
| "Cache-Control": "no-cache", | |
| "Connection": "keep-alive", | |
| "X-Accel-Buffering": "no", | |
| }, | |
| ) | |
| async def transcribe_audio(file: UploadFile = File(...)): | |
| return await STT(file) | |
| async def generate_tts(request: TTSRequest): | |
| audio_path = await TTS(text=request.text) | |
| if not os.path.exists(audio_path): | |
| raise HTTPException(status_code=500, detail="Audio not generated") | |
| return FileResponse( | |
| path=audio_path, | |
| media_type="audio/mpeg", | |
| filename="speech.mp3" | |
| ) | |