How to reindex collection if qdrant point id's get lost, or to change the embedding model.

reindex_collection.py

import os
import csv

from trieve_client import AuthenticatedClient
from trieve_client.api.chunk import update_chunk
from trieve_client.models import UpdateChunkData, ReturnCreatedChunk
from trieve_client.models.error_response_body import ErrorResponseBody

api_key = "tr-XXXXXXXXXXXXXXXXXXXXXXXXXXX"

client = AuthenticatedClient(base_url="https://api.trieve.ai", prefix="", token=api_key)

with client as client:
    with open("files_to_index.csv") as f:
        reader = csv.DictReader(f)
        for i, row in enumerate(reader):
            chunk_id = row["id"]
            dataset = row["dataset_id"]
            response = update_chunk.sync(body=UpdateChunkData(chunk_uuid=chunk_id), client=client, tr_dataset=dataset)
            print(i, response)