UPDATE: ThreadPoolExecutor

functions.py

@@ -299,8 +299,7 @@ def getTextFromImagePDF(pdfBytes):
         global reader
         return "\n".join([text[1] for text in reader.readtext(np.array(image), paragraph=True)])
     allImages = convert_from_bytes(pdfBytes)
-    with ThreadPoolExecutor(max_workers = 5) as p:
-        texts = list(p.map(getText, allImages))
+    texts = [getText(image) for image in allImages]
     return "\n\n\n".join(texts)
 
 def getTranscript(urls: str):
@@ -320,7 +319,7 @@ def getTranscript(urls: str):
 
 
 def analyzeData(query, dataframe):
-    llm = ChatGroq(name = "gemma2-9b-it")
+    llm = ChatGroq(name = "llama-3.1-8b-instant")
     df = SmartDataframe(dataframe, config = {"llm": llm, "verbose": False})
     response = df.chat(query)
     if os.path.isfile(response):