UPDATE: New Endpoints

app.py

@@ -81,6 +81,7 @@ async def addPDFData(vectorstore: str, pdf: UploadFile = File(...)):
         }
 
 
+
 @app.post("/addText")
 async def addText(vectorstore: str, text: str):
     username, chatbotname = vectorstore.split("-")[1], vectorstore.split("-")[2]

functions.py

@@ -40,7 +40,6 @@ vectorEmbeddings = HuggingFaceEmbeddings(
     model_kwargs = model_kwargs,
     encode_kwargs = encode_kwargs
 )
-reader = easyocr.Reader(['ch_sim','en'], gpu = True)
 sparseEmbeddings = FastEmbedSparse(model = "Qdrant/BM25")
 prompt = """
 INSTRUCTIONS:
@@ -290,7 +289,7 @@ def getLinks(url: str, timeout = 30):
 
 
 def getTextFromImagePDF(pdfBytes):
-    global reader
+    reader = easyocr.Reader(['ch_sim','en'], gpu = True)
     allImages = convert_from_bytes(pdfBytes)   
     allImages = [np.array(image) for image in allImages]
     text = "\n\n\n".join(["\n".join([text[1] for text in reader.readtext(image, paragraph=True)]) for image in allImages])