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commit 94f484eea3a826dc91564de947c10ba81bb247e7
Author: Wenjin Xie <[email protected]>
AuthorDate: Mon Jul 20 20:33:50 2026 +0800

    Announce Flink Agents 0.3.1
---
 docs/config.toml                                   |   2 +-
 .../posts/2026-07-25-release-flink-agents-0.3.1.md | 131 +++++++++++++++++++++
 docs/data/flink_agents.yml                         |  38 +++---
 docs/data/release_archive.yml                      |   3 +
 4 files changed, 156 insertions(+), 18 deletions(-)

diff --git a/docs/config.toml b/docs/config.toml
index 8b04e28c3d..ced3e1356a 100644
--- a/docs/config.toml
+++ b/docs/config.toml
@@ -52,7 +52,7 @@ posts = "/:year/:month/:day/:title/"
   FlinkMLStableShortVersion = "2.3"
   FlinkCDCStableVersion = "3.6.0"
   FlinkCDCStableShortVersion = "3.6"
-  FlinkAgentsStableVersion = "0.3.0"
+  FlinkAgentsStableVersion = "0.3.1"
   FlinkAgentsStableShortVersion = "0.3"
   FlinkKubernetesOperatorStableVersion = "1.15.0"
   FlinkKubernetesOperatorStableShortVersion = "1.15"
diff --git a/docs/content/posts/2026-07-25-release-flink-agents-0.3.1.md 
b/docs/content/posts/2026-07-25-release-flink-agents-0.3.1.md
new file mode 100644
index 0000000000..b6ba73ba85
--- /dev/null
+++ b/docs/content/posts/2026-07-25-release-flink-agents-0.3.1.md
@@ -0,0 +1,131 @@
+---
+title:  "Apache Flink Agents 0.3.1 Release Announcement"
+date: "2026-07-25T00:00:00.000Z"
+authors:
+- wenjin:
+  name: "Wenjin Xie"
+aliases:
+- /news/2026/07/25/release-flink-agents-0.3.1.html
+---
+
+The Apache Flink Community is pleased to announce the first bug fix release of 
the Flink Agents 0.3 series.
+
+This release includes 5 bug fixes, Flink 2.3 distribution support, and 
installer improvements for Flink Agents 0.3.
+Below you will find a list of the main bug fixes and improvements (excluding 
improvements to the build infrastructure and build stability). For a complete 
list of all changes, please see:
+[GitHub 
Issues](https://github.com/apache/flink-agents/issues?q=is%3Aissue%20state%3Aclosed%20label%3AfixVersion%2F0.3.1).
+
+We highly recommend all users upgrade to Flink Agents 0.3.1.
+
+# Release Artifacts
+
+## Maven Dependencies
+
+```xml
+<dependency>
+  <groupId>org.apache.flink</groupId>
+  <artifactId>flink-agents-api</artifactId>
+  <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-chat-models-ollama</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-chat-models-openai</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-chat-models-anthropic</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-chat-models-azureai</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-chat-models-bedrock</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-chat-models-gemini</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-embedding-models-ollama</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-embedding-models-bedrock</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    
<artifactId>flink-agents-integrations-vector-stores-elasticsearch</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-vector-stores-milvus</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-vector-stores-opensearch</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-vector-stores-s3vectors</artifactId>
+    <version>0.3.1</version>
+</dependency>
+<dependency>
+    <groupId>org.apache.flink</groupId>
+    <artifactId>flink-agents-integrations-mcp</artifactId>
+    <version>0.3.1</version>
+</dependency>
+```
+
+## Binaries
+
+You can find the binaries on the updated [downloads 
page](https://flink.apache.org/downloads/#apache-flink-agents).
+
+
+## PyPI
+
+* [flink-agents==0.3.1](https://pypi.org/project/flink-agents/0.3.1/)
+
+# Release Notes
+
+        Release Notes - Flink Agents - Version 0.3.1
+
+<h2>        Bug
+</h2>
+<ul>
+<li>[<a href='https://github.com/apache/flink-agents/issues/866'>866</a>] -    
     Python AgentConfigOptions starts PyFlink gateway during Pemja worker 
initialization
+</li>
+<li>[<a href='https://github.com/apache/flink-agents/issues/868'>868</a>] -    
     ActionStateSerde cannot deserialize built-in event subclasses during 
durable recovery
+</li>
+<li>[<a href='https://github.com/apache/flink-agents/issues/907'>907</a>] -    
     Prompt placeholder substitution re-expands substituted values and is 
order-dependent
+</li>
+<li>[<a href='https://github.com/apache/flink-agents/issues/913'>913</a>] -    
     create_model_from_java_tool_schema_str crashes on a Java tool param 
without a description
+</li>
+<li>[<a href='https://github.com/apache/flink-agents/issues/914'>914</a>] -    
     Anthropic chat model crashes on a tool_use response with no text block
+</li>
+</ul>
+
+<h2>        Improvement
+</h2>
+<ul>
+<li>[<a href='https://github.com/apache/flink-agents/pull/856'>856</a>] -      
   Add Flink 2.3 distribution and make it the default
+</li>
+<li>[<a href='https://github.com/apache/flink-agents/issues/863'>863</a>] -    
     Update install.sh after releasing 0.3.0
+</li>
+</ul>
diff --git a/docs/data/flink_agents.yml b/docs/data/flink_agents.yml
index 8c1c70aa7d..d39ed81c09 100644
--- a/docs/data/flink_agents.yml
+++ b/docs/data/flink_agents.yml
@@ -16,28 +16,32 @@
 # under the License
 
 0.3:
-  name: "Apache Flink Agents 0.3.0"
+  name: "Apache Flink Agents 0.3.1"
   binary_releases:
     - name: "Java Release for Flink 1.20 [jar]"
-      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.0/flink-agents-dist-flink-1.20-0.3.0.jar";
-      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.0/flink-agents-dist-flink-1.20-0.3.0.jar.asc";
-      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.0/flink-agents-dist-flink-1.20-0.3.0.jar.sha512";
+      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.1/flink-agents-dist-flink-1.20-0.3.1.jar";
+      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-dist-flink-1.20-0.3.1.jar.asc";
+      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-dist-flink-1.20-0.3.1.jar.sha512";
     - name: "Java Release for Flink 2.0 [jar]"
-      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.0/flink-agents-dist-flink-2.0-0.3.0.jar";
-      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.0/flink-agents-dist-flink-2.0-0.3.0.jar.asc";
-      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.0/flink-agents-dist-flink-2.0-0.3.0.jar.sha512";
+      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.0-0.3.1.jar";
+      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.0-0.3.1.jar.asc";
+      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.0-0.3.1.jar.sha512";
     - name: "Java Release for Flink 2.1 [jar]"
-      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.0/flink-agents-dist-flink-2.1-0.3.0.jar";
-      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.0/flink-agents-dist-flink-2.1-0.3.0.jar.asc";
-      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.0/flink-agents-dist-flink-2.1-0.3.0.jar.sha512";
+      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.1-0.3.1.jar";
+      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.1-0.3.1.jar.asc";
+      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.1-0.3.1.jar.sha512";
     - name: "Java Release for Flink 2.2 [jar]"
-      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.0/flink-agents-dist-flink-2.2-0.3.0.jar";
-      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.0/flink-agents-dist-flink-2.2-0.3.0.jar.asc";
-      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.0/flink-agents-dist-flink-2.2-0.3.0.jar.sha512";
-  source_release_url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.0/flink-agents-0.3.0-src.tgz";
-  source_release_asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.0/flink-agents-0.3.0-src.tgz.asc";
-  source_release_sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.0/flink-agents-0.3.0-src.tgz.sha512";
-  compatibility: ["1.20.x", "2.0.x", "2.1.x", "2.2.x"]
+      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.2-0.3.1.jar";
+      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.2-0.3.1.jar.asc";
+      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.2-0.3.1.jar.sha512";
+    - name: "Java Release for Flink 2.3 [jar]"
+      url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.3-0.3.1.jar";
+      asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.3-0.3.1.jar.asc";
+      sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-dist-flink-2.3-0.3.1.jar.sha512";
+  source_release_url: 
"https://www.apache.org/dyn/closer.lua/flink/flink-agents-0.3.1/flink-agents-0.3.1-src.tgz";
+  source_release_asc_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-0.3.1-src.tgz.asc";
+  source_release_sha512_url: 
"https://downloads.apache.org/flink/flink-agents-0.3.1/flink-agents-0.3.1-src.tgz.sha512";
+  compatibility: ["1.20.x", "2.0.x", "2.1.x", "2.2.x", "2.3.x"]
 
 0.2:
   name: "Apache Flink Agents 0.2.1"
diff --git a/docs/data/release_archive.yml b/docs/data/release_archive.yml
index 3d697511f1..c08ace7ca4 100644
--- a/docs/data/release_archive.yml
+++ b/docs/data/release_archive.yml
@@ -909,6 +909,9 @@ release_archive:
       release_date: 2024-05-17
 
   flink_agents:
+    - version_short: 0.3
+      version_long: 0.3.1
+      release_date: 2026-07-25
     - version_short: 0.3
       version_long: 0.3.0
       release_date: 2026-06-19

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