setting up application

dl_bin.py

@@ -0,0 +1,32 @@
+import requests
+from typing import Optional
+
+def download_binary_file(url: str, file_path: Optional[str] = None) -> None:
+    """
+    Download a binary file from a given URL and save it to the specified path.
+
+    :param url: URL of the binary file to be downloaded.
+    :param file_path: Local path to save the file. If None, the file will be saved with its original name.
+    """
+    try:
+        response = requests.get(url, stream=True)
+        response.raise_for_status()
+
+        # If no specific file path is provided, extract the file name from the URL
+        if file_path is None:
+            file_path = url.split('/')[-1]
+
+        with open(file_path, 'wb') as file:
+            for chunk in response.iter_content(chunk_size=8192):
+                file.write(chunk)
+
+        print(f"File downloaded successfully: {file_path}")
+    except requests.exceptions.RequestException as e:
+        print(f"Error downloading file: {e}")
+
+# Example usage
+url = "https://llamahack.slack.com/files/U069A8NRB9T/F068ZTLK9KR/anthem_hsa_medical_insurance_benefit_booklet.pdf"
+# download_binary_file(url)
+
+import urllib.request
+urllib.request.urlretrieve(url, "filename.pdf")

ingest.py

@@ -1,5 +1,11 @@
 from llama_index import SimpleDirectoryReader, VectorStoreIndex, ServiceContext
 from llama_index.text_splitter import SentenceSplitter
+import dotenv
+import os
+
+dotenv.load_dotenv()
+
+
 
 documents = SimpleDirectoryReader("./data").load_data()
 
@@ -10,11 +16,16 @@ index = VectorStoreIndex.from_documents(
     documents, service_context=service_context
 )
 
-from llama_index.query import QueryBuilder
+query_engine = index.as_query_engine()
+
+
+# from llama_index.query import QueryBuilder
 
 # Define the query text
 query_text = "How does the weather affect crop growth?"
 
+data = query_engine.query(query)
+
 # Preprocess the query text
 query_builder = QueryBuilder(service_context)
 query = query_builder.build_query(query_text)

utils.py

@@ -2,6 +2,7 @@ import requests
 import os
 from typing import Optional
 from urllib.parse import urlparse, unquote
+import gdrive
 
 def get_filename_from_url(url: str, cd: Optional[str]) -> str:
     """