diff --git a/docs/release-template.md b/docs/release-template.md
index 33c8711fb524..5930558619d6 100644
--- a/docs/release-template.md
+++ b/docs/release-template.md
@@ -24,6 +24,8 @@
 
 ## Druid connector
 
+## DuckDB connector
+
 ## Elasticsearch connector
 
 ## Exasol connector
@@ -46,6 +48,8 @@
 
 ## Kudu connector
 
+## Loki connector
+
 ## MariaDB connector
 
 ## Memory connector
diff --git a/docs/src/main/sphinx/release.md b/docs/src/main/sphinx/release.md
index 7059c8ccfbbd..e88f06973ccb 100644
--- a/docs/src/main/sphinx/release.md
+++ b/docs/src/main/sphinx/release.md
@@ -6,6 +6,7 @@
 ```{toctree}
 :maxdepth: 1
 
+release/release-471
 release/release-470
 release/release-469
 ```
diff --git a/docs/src/main/sphinx/release/release-471.md b/docs/src/main/sphinx/release/release-471.md
new file mode 100644
index 000000000000..7dea3f334585
--- /dev/null
+++ b/docs/src/main/sphinx/release/release-471.md
@@ -0,0 +1,65 @@
+# Release 471 (19 Feb 2025)
+
+## General
+
+* Add [](/functions/ai) for textual tasks on data using OpenAI, Anthropic, or
+  other LLMs using Ollama as backend.  ({issue}`25028`)
+* Include split count and total split distribution time in the `EXPLAIN ANALYZE`
+  output. ({issue}`25028`)
+* Add support for JSON logging format to console with `log.console-format=JSON`. ({issue}`25081`)
+* Support additional Python libraries for use with Python user-defined
+  functions. ({issue}`25058`)
+* Improve performance for Python user-defined functions. ({issue}`25058`)
+* Improve performance for queries involving `ORDER BY ... LIMIT`. ({issue}`24937`)
+* Prevent failures when fault-tolerant execution is configured with an exchange
+  manager that uses Azure storage with workload identity. ({issue}`25063`)
+
+## Server RPM
+
+* Remove RPM package. Use the tarball or container image instead, or build an
+  RPM with the setup in the [trino-packages
+  repository](https://github.com/trinodb/trino-packages). ({issue}`24997`)
+
+## Security
+
+* Ensure that custom XML configuration files specified in the
+  `access-control.properties` file are used during Ranger access control plugin
+  initialization. ({issue}`24887`)
+
+## Delta Lake connector
+
+* Add support for reading `variant` type. ({issue}`22309`)
+* Add [](/object-storage/file-system-local). ({issue}`25006`)
+* Support reading cloned tables. ({issue}`24946`)
+* Add support for configuring `s3.storage-class` when writing objects to S3. ({issue}`24698`)
+* Fix failures when writing large checkpoint files. ({issue}`25011`)
+
+## Hive connector
+
+* Add [](/object-storage/file-system-local). ({issue}`25006`)
+* Add support for configuring `s3.storage-class` when writing objects to S3. ({issue}`24698`)
+* Fix reading restored S3 glacier objects when the configuration property
+  `hive.s3.storage-class-filter` is set to `READ_NON_GLACIER_AND_RESTORED`. ({issue}`24947`)
+
+## Hudi connector
+
+* Add [](/object-storage/file-system-local). ({issue}`25006`)
+* Add support for configuring `s3.storage-class` when writing objects to S3. ({issue}`24698`)
+
+## Iceberg connector
+
+* Add [](/object-storage/file-system-local). ({issue}`25006`)
+* Add support for [S3 Tables](https://aws.amazon.com/s3/features/tables/). ({issue}`24815`)
+* Add support for configuring `s3.storage-class` when writing objects to S3. ({issue}`24698`)
+* Improve conflict detection to avoid failures from concurrent `MERGE` queries
+  on Iceberg tables. ({issue}`24470`)
+* Ensure that the `task.max-writer-count` configuration is respected for write
+  operations on partitioned tables. ({issue}`25068`)
+
+## MongoDB connector
+
+* Fix failures caused by tables with case-sensitive name conflicts. ({issue}`24998`)
+
+## SPI
+
+* Remove `Connector.getInitialMemoryRequirement()`. ({issue}`25055`)
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