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commit 72e71f4b1f6c5018a321dc4689c3a6c20d238dcd
Author: 文玕 <[email protected]>
AuthorDate: Thu Mar 26 10:11:55 2026 +0800

    Announce Flink Agents 0.2.1
---
 docs/config.toml                                   |   2 +-
 .../posts/2026-03-25-release-flink-agents-0.2.1.md | 104 +++++++++++++++++++++
 docs/data/flink_agents.yml                         |  36 ++++---
 docs/data/release_archive.yml                      |   6 ++
 4 files changed, 127 insertions(+), 21 deletions(-)

diff --git a/docs/config.toml b/docs/config.toml
index 1efa7c3df2..d711b51262 100644
--- a/docs/config.toml
+++ b/docs/config.toml
@@ -52,7 +52,7 @@ posts = "/:year/:month/:day/:title/"
   FlinkMLStableShortVersion = "2.3"
   FlinkCDCStableVersion = "3.5.0"
   FlinkCDCStableShortVersion = "3.5"
-  FlinkAgentsStableVersion = "0.2.0"
+  FlinkAgentsStableVersion = "0.2.1"
   FlinkAgentsStableShortVersion = "0.2"
   FlinkKubernetesOperatorStableVersion = "1.14.0"
   FlinkKubernetesOperatorStableShortVersion = "1.14"
diff --git a/docs/content/posts/2026-03-25-release-flink-agents-0.2.1.md 
b/docs/content/posts/2026-03-25-release-flink-agents-0.2.1.md
new file mode 100644
index 0000000000..9c0cb4f819
--- /dev/null
+++ b/docs/content/posts/2026-03-25-release-flink-agents-0.2.1.md
@@ -0,0 +1,104 @@
+---
+title:  "Apache Flink Agents 0.2.1 Release Announcement"
+date: "2026-03-26T09:00:00.000Z"
+authors:
+- wenjin:
+  name: "Wenjin Xie"
+aliases:
+- /news/2026/03/26/release-flink-agents-0.2.1.html
+---
+
+The Apache Flink Community is pleased to announce the first bug fix release of 
the Flink-Agents 0.2 series.
+
+This release includes 3 bug fixes, vulnerability fixes, and minor improvements 
for Flink-Agents 0.2.
+Below you will find a list of all bug fixes and improvements (excluding 
improvements to the build infrastructure and build stability). For a complete 
list of all changes, please see:
+[ISSUE](https://github.com/apache/flink-agents/issues?q=is%3Aissue%20state%3Aclosed%20label%3AfixVersion%2F0.2.1).
+
+We highly recommend all users upgrade to Flink-Agents 0.2.1.
+
+# Release Artifacts
+
+## Maven Dependencies
+
+```xml
+<dependency>
+  <groupId>org.apache.flink</groupId>
+  <artifactId>flink-agents-api</artifactId>
+  <version>0.2.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-chat-models-ollama</artifactId>
+    <version>0.2.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-chat-models-openai</artifactId>
+    <version>0.2.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-chat-models-anthropic</artifactId>
+    <version>0.2.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-chat-models-azureai</artifactId>
+    <version>0.2.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-embedding-models-ollama</artifactId>
+    <version>0.2.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    
<artifactId>flink-agents-integrations-vector-stores-elasticsearch</artifactId>
+    <version>0.2.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-mcp</artifactId>
+    <version>0.2.1</version>
+</dependency>
+```
+
+## Binaries
+
+You can find the binaries on the updated [downloads 
page](https://flink.apache.org/downloads/#apache-flink-agents).
+
+
+## PyPi
+
+* [flink-agents==0.2.1](https://pypi.org/project/flink-agents/0.2.1/)
+
+# Release Notes
+
+        Release Notes - Flink-Agents - Version 0.2.1
+
+<h2>        Bug
+</h2>
+<ul>
+<li>[<a href='https://github.com/apache/flink-agents/issues/412'>412</a>] -    
     Failed to connect to remote mcp server that does not support prompts
+</li>
+<li>[<a href='https://github.com/apache/flink-agents/issues/538'>538</a>] -    
     Java agents fail to connect to MCP servers that do not support prompts 
+</li>
+<li>[<a href='https://github.com/apache/flink-agents/pull/532'>532</a>] -      
     Fix MCPTool Jackson deserialization by ignoring unknown properties
+</li>
+</ul>
+
+<h2>        Improvement
+</h2>
+<ul>
+<li>[<a href='https://github.com/apache/flink-agents/issues/568'>568</a>] -    
     Support pretty-printed JSON format for FileEvent logs
+</li>
+<li>[<a href='https://github.com/apache/flink-agents/issues/519'>519</a>] -    
     Reduce size of flink-agents wheel
+</li>
+</ul>
+
+<h2>        Technical Debt
+</h2>
+<ul>
+<li>[<a href='https://github.com/apache/flink-agents/issues/96'>96</a>] -      
   Improve observability of ci
+</li>
+</ul>
\ No newline at end of file
diff --git a/docs/data/flink_agents.yml b/docs/data/flink_agents.yml
index 9aa7e6459f..ed28669d13 100644
--- a/docs/data/flink_agents.yml
+++ b/docs/data/flink_agents.yml
@@ -16,31 +16,27 @@
 # under the License
 
 0.2:
-  name: "Apache Flink Agents 0.2.0"
+  name: "Apache Flink Agents 0.2.1"
   binary_releases:
     - name: "Java Release for Flink 1.20 [jar]"
-      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.0/flink-agents-dist-flink-1.20-0.2.0.jar";
-      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/flink-agents-dist-flink-1.20-0.2.0.jar.asc";
-      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/flink-agents-dist-flink-1.20-0.2.0.jar.sha512";
+      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.1/flink-agents-dist-flink-1.20-0.2.1.jar";
+      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.1/flink-agents-dist-flink-1.20-0.2.1.jar.asc";
+      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.1/flink-agents-dist-flink-1.20-0.2.1.jar.sha512";
     - name: "Java Release for Flink 2.0 [jar]"
-      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.0/flink-agents-dist-flink-2.0-0.2.0.jar";
-      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/flink-agents-dist-flink-2.0-0.2.0.jar.asc";
-      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/flink-agents-dist-flink-2.0-0.2.0.jar.sha512";
+      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.1/flink-agents-dist-flink-2.0-0.2.1.jar";
+      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.1/flink-agents-dist-flink-2.0-0.2.1.jar.asc";
+      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.1/flink-agents-dist-flink-2.0-0.2.1.jar.sha512";
     - name: "Java Release for Flink 2.1 [jar]"
-      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.0/flink-agents-dist-flink-2.1-0.2.0.jar";
-      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/flink-agents-dist-flink-2.1-0.2.0.jar.asc";
-      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/flink-agents-dist-flink-2.1-0.2.0.jar.sha512";
+      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.1/flink-agents-dist-flink-2.1-0.2.1.jar";
+      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.1/flink-agents-dist-flink-2.1-0.2.1.jar.asc";
+      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.1/flink-agents-dist-flink-2.1-0.2.1.jar.sha512";
     - name: "Java Release for Flink 2.2 [jar]"
-      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.0/flink-agents-dist-flink-2.2-0.2.0.jar";
-      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/flink-agents-dist-flink-2.2-0.2.0.jar.asc";
-      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/flink-agents-dist-flink-2.2-0.2.0.jar.sha512";
-    - name: "Python Release [Wheel]"
-      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.0/python/flink_agents-0.2.0-py3-none-any.whl";
-      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/python/flink_agents-0.2.0-py3-none-any.whl.asc";
-      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/python/flink_agents-0.2.0-py3-none-any.whl.sha512";
-  source_release_url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.0/flink-agents-0.2.0-src.tgz";
-  source_release_asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/flink-agents-0.2.0-src.tgz.asc";
-  source_release_sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.0/flink-agents-0.2.0-src.tgz.sha512";
+      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.1/flink-agents-dist-flink-2.2-0.2.1.jar";
+      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.1/flink-agents-dist-flink-2.2-0.2.1.jar.asc";
+      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.1/flink-agents-dist-flink-2.2-0.2.1.jar.sha512";
+  source_release_url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.2.1/flink-agents-0.2.1-src.tgz";
+  source_release_asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.1/flink-agents-0.2.1-src.tgz.asc";
+  source_release_sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.2.1/flink-agents-0.2.1-src.tgz.sha512";
   compatibility: ["1.20.x", "2.0.x", "2.1.x", "2.2.x"]
 
 0.1:
diff --git a/docs/data/release_archive.yml b/docs/data/release_archive.yml
index c141505575..44845c2fc8 100644
--- a/docs/data/release_archive.yml
+++ b/docs/data/release_archive.yml
@@ -848,6 +848,12 @@ release_archive:
       release_date: 2024-05-17
 
   flink_agents:
+    - version_short: 0.2
+      version_long: 0.2.1
+      release_date: 2026-03-25
+    - version_short: 0.2
+      version_long: 0.2.0
+      release_date: 2026-02-06
     - version_short: 0.1
       version_long: 0.1.1
       release_date: 2025-12-09

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