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Update app/main.py
Browse files- app/main.py +35 -35
app/main.py
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import os
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import traceback
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import logging
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import
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import time
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import re
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from
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from fastapi import FastAPI, Request, Depends, HTTPException
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from fastapi.middleware import Middleware
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import StreamingResponse
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from .rag import ChatPDF
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middleware = [
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app = FastAPI(middleware=middleware)
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files_dir = os.path.expanduser("~/wtp_be_files/")
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os.makedirs(files_dir)
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session_assistant = ChatPDF()
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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isBusy = False
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def astreamer(generator):
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t0 = time.time()
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for i in generator:
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logger.info(f"Chunk being yielded (time {int((time.time()-t0)*1000)}ms)")
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yield i
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logger.info(f"
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@app.get("/query")
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async def process_input(text: str):
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global isBusy
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if isBusy:
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raise HTTPException(status_code=503, detail="Server is busy")
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isBusy = True
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generator = None
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if text and len(text.strip()) > 0:
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@@ -51,49 +57,43 @@ async def process_input(text: str):
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streaming_response = session_assistant.ask(text)
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generator = streaming_response.response_gen
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else:
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message = "Please
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generator = re.split(r'(\s)', message)
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else:
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message = "
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generator = re.split(r'(\s)', message)
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isBusy = False
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return StreamingResponse(astreamer(generator), media_type='text/event-stream')
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async def parse_body(request: Request):
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data: bytes = await request.body()
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return data
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@app.post("/upload")
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def upload(
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global isBusy
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if isBusy:
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raise HTTPException(status_code=503, detail="Server is busy")
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isBusy = True
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generator = re.split(r'(\s)', message)
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isBusy = False
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return StreamingResponse(astreamer(generator), media_type='text/event-stream')
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@app.get("/clear")
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def clear():
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global isBusy
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session_assistant.clear()
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message = "
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generator = re.split(r'(\s)', message)
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isBusy = False
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return StreamingResponse(astreamer(generator), media_type='text/event-stream')
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import os
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import logging
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import shutil
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import time
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import re
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from fastapi import FastAPI, Request, UploadFile
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from fastapi.middleware import Middleware
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import PlainTextResponse, StreamingResponse
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from .rag import ChatPDF
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middleware = [
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app = FastAPI(middleware=middleware)
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files_dir = os.path.expanduser("~/wtp_be_files/")
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session_assistant = ChatPDF()
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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isBusy = False
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@app.middleware("http")
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async def resolve_availability(request: Request, call_next):
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global isBusy
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if isBusy:
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return PlainTextResponse("Server is busy", status_code=503)
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response = await call_next(request)
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return response
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def astreamer(generator):
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global isBusy
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t0 = time.time()
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for i in generator:
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logger.info(f"Chunk being yielded (time {int((time.time()-t0)*1000)}ms) - {i}")
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yield i
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logger.info(f"X-Process-Time: {int((time.time()-t0)*1000)}ms")
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isBusy = False
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@app.get("/query")
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async def process_input(text: str):
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global isBusy
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isBusy = True
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generator = None
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if text and len(text.strip()) > 0:
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streaming_response = session_assistant.ask(text)
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generator = streaming_response.response_gen
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else:
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message = "Please provide the PDF document you'd like to add."
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generator = re.split(r'(\s)', message)
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else:
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message = "Your query is empty. Please provide a query for me to process."
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generator = re.split(r'(\s)', message)
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return StreamingResponse(astreamer(generator), media_type='text/event-stream')
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@app.post("/upload")
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def upload(files: list[UploadFile]):
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global isBusy
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isBusy = True
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try:
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os.makedirs(files_dir)
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for file in files:
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try:
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path = f"{files_dir}/{file.filename}"
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file.file.seek(0)
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with open(path, 'wb') as destination:
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shutil.copyfileobj(file.file, destination)
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finally:
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file.file.close()
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finally:
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session_assistant.ingest(files_dir)
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shutil.rmtree(files_dir)
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message = "All files have been added successfully to your account. Your first query may take a little longer as the system indexes your documents. Please be patient while we process your request."
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generator = re.split(r'(\s)', message)
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return StreamingResponse(astreamer(generator), media_type='text/event-stream')
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@app.get("/clear")
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def clear():
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global isBusy
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isBusy = True
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session_assistant.clear()
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message = "Your files have been cleared successfully."
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generator = re.split(r'(\s)', message)
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return StreamingResponse(astreamer(generator), media_type='text/event-stream')
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