diff --git a/docs/SUMMARY.md b/docs/SUMMARY.md
index 9b22d1e2865..0b3716129e7 100644
--- a/docs/SUMMARY.md
+++ b/docs/SUMMARY.md
@@ -98,6 +98,7 @@
   * [MySQL (contrib)](reference/online-stores/mysql.md)
   * [Rockset (contrib)](reference/online-stores/rockset.md)
   * [Hazelcast (contrib)](reference/online-stores/hazelcast.md)
+  * [Dragonfly](reference/online-stores/dragonfly.md)
 * [Providers](reference/providers/README.md)
   * [Local](reference/providers/local.md)
   * [Google Cloud Platform](reference/providers/google-cloud-platform.md)
diff --git a/docs/reference/online-stores/README.md b/docs/reference/online-stores/README.md
index 2fdfd50f7c1..d1f4ad355f8 100644
--- a/docs/reference/online-stores/README.md
+++ b/docs/reference/online-stores/README.md
@@ -50,4 +50,7 @@ Please see [Online Store](../../getting-started/architecture-and-components/onli
 [hazelcast.md](hazelcast.md)
 {% endcontent-ref %}
 
+{% content-ref url="dragonfly.md" %}
+[dragonfly.md](dragonfly.md)
+{% endcontent-ref %}
 
diff --git a/docs/reference/online-stores/dragonfly.md b/docs/reference/online-stores/dragonfly.md
new file mode 100644
index 00000000000..91eef2fe4a7
--- /dev/null
+++ b/docs/reference/online-stores/dragonfly.md
@@ -0,0 +1,93 @@
+# Dragonfly online store
+
+## Description
+
+[Dragonfly](https://github.com/dragonflydb/dragonfly) is a modern in-memory datastore that implements novel algorithms and data structures on top of a multi-threaded, share-nothing architecture.
+Thanks to its API compatibility, Dragonfly can act as a drop-in replacement for Redis.
+Due to Dragonfly's hardware efficiency, you can run a single node instance on a small 8GB instance or scale vertically to large 1TB machines with 64 cores.
+This greatly reduces infrastructure costs as well as architectural complexity.
+
+Similar to Redis, Dragonfly can be used as an online feature store for Feast.
+
+## Using Dragonfly as a drop-in Feast online store instead of Redis
+
+Make sure you have Python and `pip` installed.
+
+Install the Feast SDK and CLI
+
+`pip install feast`
+
+In order to use Dragonfly as the online store, you'll need to install the redis extra:
+
+`pip install 'feast[redis]'`
+
+### 1. Create a feature repository
+
+Bootstrap a new feature repository:
+
+```
+feast init feast_dragonfly
+cd feast_dragonfly/feature_repo
+```
+
+Update `feature_repo/feature_store.yaml` with the below contents:
+
+```
+project: feast_dragonfly
+registry: data/registry.db
+provider: local
+online_store:
+type: redis
+connection_string: "localhost:6379"
+```
+
+### 2. Start Dragonfly
+
+There are several options available to get Dragonfly up and running quickly. We will be using Docker for this tutorial.
+
+`docker run --network=host --ulimit memlock=-1 docker.dragonflydb.io/dragonflydb/dragonfly`
+
+### 3. Register feature definitions and deploy your feature store
+
+`feast apply`
+
+The `apply` command scans python files in the current directory (`example_repo.py` in this case) for feature view/entity definitions, registers the objects, and deploys infrastructure.
+You should see the following output:
+
+```
+....
+Created entity driver
+Created feature view driver_hourly_stats_fresh
+Created feature view driver_hourly_stats
+Created on demand feature view transformed_conv_rate
+Created on demand feature view transformed_conv_rate_fresh
+Created feature service driver_activity_v1
+Created feature service driver_activity_v3
+Created feature service driver_activity_v2
+```
+
+## Functionality Matrix
+
+The set of functionality supported by online stores is described in detail [here](overview.md#functionality).
+Below is a matrix indicating which functionality is supported by the Dragonfly online store.
+
+|                                                           | Dragonfly |
+|:----------------------------------------------------------|:----------|
+| write feature values to the online store                  | yes       |
+| read feature values from the online store                 | yes       |
+| update infrastructure (e.g. tables) in the online store   | yes       |
+| teardown infrastructure (e.g. tables) in the online store | yes       |
+| generate a plan of infrastructure changes                 | no        |
+| support for on-demand transforms                          | yes       |
+| readable by Python SDK                                    | yes       |
+| readable by Java                                          | yes       |
+| readable by Go                                            | yes       |
+| support for entityless feature views                      | yes       |
+| support for concurrent writing to the same key            | yes       |
+| support for ttl (time to live) at retrieval               | yes       |
+| support for deleting expired data                         | yes       |
+| collocated by feature view                                | no        |
+| collocated by feature service                             | no        |
+| collocated by entity key                                  | yes       |
+
+To compare this set of functionality against other online stores, please see the full [functionality matrix](overview.md#functionality-matrix).
\ No newline at end of file