Feature: Query Search Images in a Dataset

[Ashp116]

Description

This PR adds query() and query_all() methods to enable query search across images in a dataset using Roboflow's /search/v1 endpoint. These methods support flexible search queries (e.g., by filename, tags, or project name) and allow users to:

• Retrieve specific metadata fields (e.g., tags, filename, dimensions).
• Control pagination via pageSize and continuationToken.
• Stream results in batches (query_all) or retrieve a single page (query).

This enhancement improves dataset navigation and filtering by allowing more expressive, programmatic image searches within a project.

It addresses the issue discussed in #360 by providing a querying interface for image datasets.

List any dependencies that are required for this change:

This change does not introduce any new dependencies; it uses only existing libraries already required by the project.

Type of change

• [ ✅ ] Bug fix (non-breaking change which fixes an issue)
• [ ✅ ] New feature (non-breaking change which adds functionality)
• [ ➖ ] This change requires a documentation update: Not really sure

How has this change been tested, please provide a testcase or example of how you tested the change?

The change was tested with the following example script, which performs a semantic search for images by filename in a dataset using the new query_all and query methods. It loads necessary queries all matching images in pages, collects the results, and prints the total count along with sample entries:

import os
from dotenv import load_dotenv
import roboflow

load_dotenv(".env")

API_KEY = os.getenv("API_KEY")
WORKSPACE = os.getenv("WORKSPACE")
PROJECT_ID = os.getenv("PROJECT_ID")

rf = roboflow.Roboflow(api_key=API_KEY)
workspace = rf.workspace(WORKSPACE)
project = workspace.project(PROJECT_ID)

filename = "4B-1K"

# Test query() - single page of results
single_page_results = project.query(query_str=f'filename:"{filename}"', page_size=10)
print(f"Single page results count: {len(single_page_results)}")
for image in single_page_results[:5]:
    print(image)

print("\n---\n")

# Test query_all() - all pages, streamed
all_results = []
for page in project.query_all(query_str=f'filename:"{filename}"', page_size=10):
    all_results.extend(page)

print(f"Total results from query_all: {len(all_results)}")
for image in all_results[:5]:
    print(image)

Any specific deployment considerations

N/A

Docs

• [ ❌ ] Docs updated? What were the changes: (query and query_all functions were added)

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