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Search APIs

You can use Search APIs to query and search for similar images within the ThanoSQL Workspace database using images, text, and built models.

POST /search/file

To search for images using an image file, you can use the following endpoint.

import requests
import json

api_token = "Issued_API_TOKEN"
base_url="https://{your-engine-url}/api/v1/search/file/"
table_name = "Table Name"
model_name = "Model Name"
column_name = "Column Name"

api_url = f"{base_url}?table_name={table_name}&model_name={model_name}&column_name={column_name}"

header = {
    "Authorization": f"Bearer {api_token}"
}

files = {'file': open('Image File Path', 'rb')}

## SEARCH WITH IMAGE
with requests.post(api_url, headers = header, files=files, stream=True) as r:
    r.raise_for_status()
    with open("Path to the zip file to save", 'wb') as f:
    for chunk in r.iter_content(chunk_size=8192):
        f.write(chunk)

curl -X 'POST' \
  'https://{your-engine-url}/api/v1/search/file/?table_name={table_name}&model_name={model_name}&column_name={column_name}' \
  -H 'accept: application/json' \
  -H 'Authorization: Bearer Issued_API_TOKEN' \
  -H 'Content-Type: multipart/form-data' \
  -F 'file=@Image File Path;type=image/Image File Type'

POST /search/text

To search for images using a text, you can use the following endpoint.

import requests
import json

api_token = "Issued_API_TOKEN"
base_url="https://{your-engine-url}/api/v1/search/text/"
table_name = "Table Name"
model_name = "Model Name"
column_name = "Column Name"
text = 'Text to search'


## WHEN SEARCHING WITH IMAGE
api_url = f"{base_url}?table_name={table_name}&model_name={model_name}&column_name={column_name}&text={text}"

header = {
    "Authorization": f"Bearer {api_token}"
}

## SEARCH WITH IMAGE
with requests.post(api_url, headers = header, stream=True) as r:
    r.raise_for_status()
    with open("Path to the zip file to save", 'wb') as f:
    for chunk in r.iter_content(chunk_size=8192):
        f.write(chunk)

curl -X 'POST' \
  'https://{your-engine-url}/api/v1/search/text/?table_name={table_name}&model_name={model_name}&column_name={column_name}&text={text_to_search}' \
  -H 'accept: application/json' \
  -H 'Authorization: Bearer Issued_API_TOKEN' \
  -d ''
Last update: 2023-08-30