# To use the Python SDK, install the plugin:
# pip install --upgrade pinecone pinecone-plugin-assistant

from pinecone import Pinecone
pc = Pinecone(api_key="YOUR_API_KEY")

# Get the assistant.
assistant = pc.assistant.Assistant(
    assistant_name="example-assistant", 
)

# Upload a file from a local path.
response = assistant.upload_file(
    file_path="/Users/jdoe/Downloads/example_file.txt",
    metadata={"published": "2024-01-01", "document_type": "manuscript"},
    timeout=None
)

# Upload from an in-memory binary stream.
from io import BytesIO

# Create a BytesIO stream with some content.
md_text = "# Title\n\ntext"
stream = BytesIO(md_text.encode("utf-8"))

# Upload the stream.
response_bytes_stream = assistant.upload_bytes_stream(
    stream=stream,
    file_name="example_file.md",
    timeout=None
)

{
  "name": "example-file.txt",
  "id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
  "metadata": "{ 'published': '2024-01-01', 'document_type': 'manuscript' }",
  "created_on": "2023-11-07T05:31:56Z",
  "updated_on": "2023-11-07T05:31:56Z",
  "status": "Processing",
  "percent_done": 50,
  "signed_url": "https://storage.googleapis.com/bucket/file.pdf",
  "error_message": "<string>"
}