Kacper Łukawski kacperlukawski

kacperlukawski / quaterion-wine-reviews.ipynb

Created August 16, 2022 11:52

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kacperlukawski / batch_search_benchmark.py

Created September 19, 2022 19:58

	import multiprocessing
	import tempfile
	import time
	from pathlib import Path
	from urllib.request import urlretrieve

	import h5py
	from qdrant_client import QdrantClient
	from qdrant_client.conversions.common_types import VectorParams
	from qdrant_client.http.models import Distance, SearchRequest

kacperlukawski / create_qdrant_collection.py

Last active September 26, 2022 14:15

	from qdrant_client import QdrantClient
	from qdrant_client.conversions.common_types import VectorParams

	client = QdrantClient("localhost", 6333)
	client.recreate_collection(
	collection_name="test_collection",
	vectors_config=VectorParams(size=4, distance=Distance.EUCLID),
	)

kacperlukawski / loading_qdrant_vectors.py

Created September 26, 2022 14:16

kacperlukawski / batch_search_single_request.py

Created September 26, 2022 14:18

	results = client.search_batch(
	collection_name="test_collection",
	requests=[
	SearchRequest(
	vector=[0., 0., 2., 0.],
	limit=1,
	),
	SearchRequest(
	vector=[0., 0., 0., 0.01],
	with_vector=True,

kacperlukawski / qdrant-0.10-multiple-vectors.ipynb

Last active October 14, 2024 18:26

Using multiple vectors in Qdrant 0.10

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kacperlukawski / qdrant-0.10-multiple-vectors-create-collection.py

Created October 4, 2022 14:02

	from qdrant_client import QdrantClient
	from qdrant_client.http.models import VectorParams, Distance

	client = QdrantClient()
	client.recreate_collection(
	collection_name="multiple_vectors",
	vectors_config={
	"title": VectorParams(
	size=100,
	distance=Distance.EUCLID,

kacperlukawski / qdrant-0.10-multiple-vectors-single-vector.py

Created October 4, 2022 14:03

	client.recreate_collection(
	collection_name="single_vector",
	vectors_config=VectorParams(
	size=100,
	distance=Distance.COSINE,
	)
	)

kacperlukawski / qdrant-0.10-multiple-vectors-load-dataset.py

Created October 4, 2022 14:04

	from datasets import load_dataset

	dataset = load_dataset("ChristophSchuhmann/MS_COCO_2017_URL_TEXT")

kacperlukawski / qdrant-0.10-multiple-vectors-convert-to-dataframe.py

Created October 4, 2022 14:05

	import pandas as pd

	dataset_df = pd.DataFrame(dataset["train"])