{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring/4"}],"enrichment":{"capability":"Integrates Qdrant vector database with Apache Airflow, enabling vector search and similarity operations within Airflow workflows and DAGs.","skillfed_tags":["airflow-provider","vector-database","workflow-orchestration"],"use_cases":["Orchestrate vector embeddings generation and storage in Qdrant as part of a scheduled Airflow pipeline","Build multi-step DAGs that query Qdrant for similarity search results and feed them into downstream tasks","Manage vector database operations (indexing, updates, deletions) as scheduled or triggered Airflow tasks","Integrate Qdrant vector operations with other Airflow providers for end-to-end ML data workflows"],"what_it_does":"This is an Apache Airflow provider package that bridges Airflow workflows with Qdrant, a vector database. It allows you to build DAGs that interact with Qdrant for vector search, similarity matching, and other vector operations as part of larger data pipelines. The package wraps qdrant_client and integrates it with Airflow's task and hook system, so you can orchestrate vector operations alongside traditional data processing tasks.\n\nThe package requires Apache Airflow >=2.11.0, qdrant_client >=1.17.1, and the common-compat provider. It supports Python 3.10 through 3.14 and is actively maintained by the Apache Airflow project. Installation is straightforward via pip, and the package is production-stable (Development Status 5).","worth_installing":"Yes, if you are already running Apache Airflow and need to incorporate Qdrant vector operations into your workflows. The package is production-stable, actively maintained, has no known vulnerabilities, and installs with low friction. Install only if you have Airflow >=2.11.0 and a use case that requires vector search within your DAGs."},"id":"apache-airflow-providers-qdrant","links":{"html":"https://skillfed.io/packages/apache-airflow-providers-qdrant","md":"https://skillfed.io/packages/apache-airflow-providers-qdrant.md","pypi":"https://pypi.org/project/apache-airflow-providers-qdrant/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-06-07","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"apache-airflow-providers-qdrant","python_support":"supports_current","summary":"Provider package apache-airflow-providers-qdrant for Apache Airflow"},"popularity":{"monthly_downloads":202120,"position":9651,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.5.6"}