Expand the overview section of the docs

Author: miguelgrinberg

docs/reference/index.md

@@ -9,8 +9,38 @@ mapped_pages:
 
 This documentation covers the [official Python client for {{es}}](https://github.com/elastic/elasticsearch-py). The goal of the Python client is to provide common ground for all {{es}}-related code in Python. The client is designed to be unopinionated and extendable. 
 
-API reference documentation is provided on [Read the Docs](https://elasticsearch-py.readthedocs.io).
+This package is composed of several modules:
 
+#### The actual client
+
+This module, sometimes also called the "low-level" client, implements the client support for sending requests to {{es}} servers. The entire surface of the {{es}} API is available through this module.
+
+* [Features](#_features)
+* [Getting Started guide](getting-started.md)
+* [Reference documentation](https://elasticsearch-py.readthedocs.io/en/stable/es_api.html)
+
+#### Bulk helpers
+
+The bulk helpers are a set of functions that use the low-level client's bulk ingest functions, but export a high-level interface based on Python iterables to simplify the ingest of large amounts of data.
+
+* [User guide](client-helpers.md#bulk-helpers)
+* [Reference documentation](https://elasticsearch-py.readthedocs.io/en/stable/api_helpers.html)
+
+#### ES|QL query builder
+
+This module offers an idiomatic interface to construct ES|QL queries based on Python expressions.
+
+* [User guide](esql-query-builder.md)
+* [Reference documentation](https://elasticsearch-py.readthedocs.io/en/stable/esql.html)
+
+#### DSL module
+
+The DSL module could be thought of as a "high-level" client for {{es}}. It allows applications to manipulate documents and queries using Python classes and objects instead of primitive types such as dictionaries and lists.
+
+* [User guide](elasticsearch-dsl.md)
+* [Reference documentation](https://elasticsearch-py.readthedocs.io/en/stable/dsl.html)
+
+## Example [_example]
 
 The following example shows a simple Python client use case:
 
@@ -30,9 +60,6 @@ The following example shows a simple Python client use case:
 {'any': 'data', 'timestamp': '2013-05-12T19:45:31.804229'}
 ```
 
-
-
-
 ## Features [_features]
 
 The client's features include:
@@ -51,13 +78,7 @@ The client also provides a convenient set of [helpers](client-helpers.md) for ta
 To get started, try this walkthrough: [Ingest data with Python](docs-content://manage-data/ingest/ingesting-data-from-applications/ingest-data-with-python-on-elasticsearch-service.md)
 ::::
 
-### Elasticsearch Python DSL [_elasticsearch_python_dsl]
-
-The [Python DSL module](../reference/elasticsearch-dsl.md) offers a convenient and idiomatic way to write and manipulate queries. 
-
-## {{es}} version compatibility [_compatibility]
-
-Language clients are **forward compatible**: each client version works with equivalent and later minor versions of the **same or next major** version of {{es}}. For full compatibility, the client and {{es}} minor versions should match.
+## Compatibility [_compatibility]
 
 | Client version | {{es}} `8.x` | {{es}} `9.x` | {{es}} `10.x` |
 |----------------|---------------------------------|---------------------------------|----------------------------------|
@@ -82,4 +103,4 @@ In the Python client, compatibility mode is always enabled.
 
 :::{tip}
 To support working with multiple client versions, the Python client is also released under the package names `elasticsearch8` and `elasticsearch9` (to prevent name collisions).
-:::
+:::