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niranjanakella / app.py
Last active February 18, 2024 15:46
Combining ImageBind with Qdrant: Vector Similarity Search Across Audio, Video, Text, Image
import gradio as gr
from PIL import Image
from qdrant_client import models, QdrantClient
from tqdm import tqdm
import numpy as np
from imagebind import data
import torch
from imagebind.models import imagebind_model
from imagebind.models.imagebind_model import ModalityType
@niranjanakella
niranjanakella / app.py
Last active December 29, 2023 12:42
Exploring Personalized Shopping Experiences with Qdrant's Discovery API
import streamlit as st
from sentence_transformers import SentenceTransformer
from qdrant_client import models, QdrantClient
#instantiate qdrant client
print("[INFO] Client created...")
qdrant = QdrantClient("localhost", port=6333)
#importing the GTE model