---
id: elasticsearch7
version: "7.17.13"
license: Apache-2.0
license_treatment: permissive
maintenance: active
---

# elasticsearch7 — Python client for Elasticsearch

License: permissive · Maintenance: active · Downloads: 211.8K/mo

## What it is and what it does

elasticsearch7 is the official Python client library for communicating with Elasticsearch clusters. It abstracts away the HTTP protocol layer, providing a Python API for cluster discovery, node selection, connection pooling, and authentication. The package handles automatic serialization of Python data types to JSON, manages persistent connections with load balancing across available nodes, and includes retry logic with connection penalization.

Developers use it to query, index, and manage documents in Elasticsearch from Python applications. The client supports both synchronous and asynchronous patterns (via optional extras), thread-safe concurrent requests, and pluggable components for customizing connection strategies and authentication. It's designed to work with Elasticsearch versions greater than or equal to the server's minor version.

Use it for:

- Building search functionality into web applications that index and query documents stored in Elasticsearch.
- Automating bulk indexing of data into Elasticsearch from Python ETL pipelines or data processing workflows.
- Monitoring and managing Elasticsearch cluster health and node status from Python applications.
- Integrating full-text search capabilities into Python backends without writing raw HTTP requests.
- Implementing real-time analytics dashboards that query Elasticsearch data through Python services.

## Worth the install?

AI-flagged interpretation of the facts above — verify before relying.

Official Python client for Elasticsearch that handles connection management, load balancing, and API communication with Elasticsearch clusters.

Yes. This is the official, actively maintained client with low install friction, permissive licensing, no known vulnerabilities, and broad Python version support. It is the standard choice for any Python application that needs to communicate with Elasticsearch. Install it unless you have a specific reason to use an alternative client or are not using Elasticsearch.

## Install

pip install elasticsearch7
uv add elasticsearch7
poetry add elasticsearch7

## Installing elasticsearch7

Before you install: Low install friction with only two lightweight runtime dependencies (urllib3, certifi). Actively maintained with recent commits and a large repository presence (4385 stars), indicating stable ongoing support.

License in practice: Apache-2.0 permissive license allows commercial and private use with minimal restrictions; attribution and license inclusion required in distributions.

Quickstart:

pip install elasticsearch7

from elasticsearch import Elasticsearch
client = Elasticsearch("http://localhost:9200")
resp = client.info()

Requires a running Elasticsearch server accessible at the specified host and port.

Verify before relying:

- Whether async/await support is available via the [async] extra and what additional dependencies that requires.
- Specific version compatibility guarantees between this client and Elasticsearch server versions beyond 'forward compatible'.

## Package facts

- License: Apache-2.0 (permissive)
- Python support: supports_current
- Install friction: low
- Maintenance: active
- Downloads: 211.8K/month (top 15,000 on PyPI)
- Known vulnerabilities: none known

## Tags

elasticsearch python client, elasticsearch api wrapper, elasticsearch connection management, search engine python library, elasticsearch cluster client, elasticsearch http client, elasticsearch query library, search-engine, elasticsearch, database-client

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