dependabot[bot] opened a new pull request, #27728: URL: https://github.com/apache/camel/pull/27728
Bumps the langchain4j group with 17 updates: | Package | From | To | | --- | --- | --- | | [dev.langchain4j:langchain4j-core](https://github.com/langchain4j/langchain4j) | `1.21.0` | `1.22.0` | | [dev.langchain4j:langchain4j](https://github.com/langchain4j/langchain4j) | `1.21.0` | `1.22.0` | | [dev.langchain4j:langchain4j-open-ai](https://github.com/langchain4j/langchain4j) | `1.21.0` | `1.22.0` | | [dev.langchain4j:langchain4j-google-ai-gemini](https://github.com/langchain4j/langchain4j) | `1.21.0` | `1.22.0` | | [dev.langchain4j:langchain4j-ollama](https://github.com/langchain4j/langchain4j) | `1.21.0` | `1.22.0` | | [dev.langchain4j:langchain4j-azure-open-ai](https://github.com/langchain4j/langchain4j) | `1.21.0` | `1.22.0` | | [dev.langchain4j:langchain4j-mcp](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | | [dev.langchain4j:langchain4j-guardrails](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | | [dev.langchain4j:langchain4j-embeddings-bge-small-en-v15-q](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | | [dev.langchain4j:langchain4j-hugging-face](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | | [dev.langchain4j:langchain4j-embeddings](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | | [dev.langchain4j:langchain4j-embeddings-all-minilm-l6-v2](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | | [dev.langchain4j:langchain4j-qdrant](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | | [dev.langchain4j:langchain4j-milvus](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | | [dev.langchain4j:langchain4j-weaviate](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | | [dev.langchain4j:langchain4j-web-search-engine-tavily](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | | [dev.langchain4j:langchain4j-web-search-engine-google-custom](https://github.com/langchain4j/langchain4j) | `1.21.0-beta31` | `1.22.0-beta32` | Updates `dev.langchain4j:langchain4j-core` from 1.21.0 to 1.22.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain4j/langchain4j/releases";>dev.langchain4j:langchain4j-core's releases</a>.</em></p> <blockquote> <h2>1.22.0 and 1.22.0-beta32</h2> <h2>Notable Changes</h2> <ul> <li> <p>Decision Models:</p> <ul> <li>Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecisionModel by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6611";>langchain4j/langchain4j#6611</a></li> <li>Decision Services: images as parameters, and <a href="https://github.com/Description";><code>@Description</code></a> of Scale levels as level descriptions by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6613";>langchain4j/langchain4j#6613</a></li> </ul> </li> <li> <p>Batch Models:</p> <ul> <li>Add <code>BedrockBatchChatModel</code> for AWS Bedrock batch inference by <a href="https://github.com/subhashpolisetti";><code>@subhashpolisetti</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/5797";>langchain4j/langchain4j#5797</a></li> </ul> </li> <li> <p>Caching</p> <ul> <li>feat(anthropic): support automatic prompt caching and cache TTL by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6598";>langchain4j/langchain4j#6598</a></li> </ul> </li> </ul> <h2>Other Changes</h2> <ul> <li>chore(deps): bump brace-expansion from 1.1.18 to 1.1.21 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6559";>langchain4j/langchain4j#6559</a></li> <li>chore(deps): bump dompurify from 3.4.13 to 3.4.16 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6558";>langchain4j/langchain4j#6558</a></li> <li>chore(deps): bump fast-uri from 3.1.7 to 3.1.8 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6547";>langchain4j/langchain4j#6547</a></li> <li>Only warn about ambiguous SPI implementations where one is picked by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6588";>langchain4j/langchain4j#6588</a></li> <li>docs: fix malformed Markdown links in Hibernate embedding store docs by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6523";>langchain4j/langchain4j#6523</a></li> <li>docs: remove dead link to non-existent batch-processing tutorial by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6524";>langchain4j/langchain4j#6524</a></li> <li>site: add missing language tags to code blocks in docs/README.md by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6577";>langchain4j/langchain4j#6577</a></li> <li>docs: fix source links and outcome anchors in guardrails tutorial by <a href="https://github.com/pei711";><code>@pei711</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6579";>langchain4j/langchain4j#6579</a></li> <li>chore(deps): bump http-proxy-middleware from 2.0.9 to 2.0.10 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6506";>langchain4j/langchain4j#6506</a></li> <li>fix: make Google Custom Search country restrict locale-independent by <a href="https://github.com/ShubhJ46";><code>@ShubhJ46</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6437";>langchain4j/langchain4j#6437</a></li> <li>fix(google-custom-web-search): make geoLocation casing locale-independent by <a href="https://github.com/jiboo2022";><code>@jiboo2022</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6443";>langchain4j/langchain4j#6443</a></li> <li>fix(pgvector, mariadb): make metadata column type parsing locale-independent by <a href="https://github.com/jiboo2022";><code>@jiboo2022</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6444";>langchain4j/langchain4j#6444</a></li> <li>fix(ai-services): avoid duplicating <a href="https://github.com/UserMessage";><code>@UserMessage</code></a> TextContent arguments by <a href="https://github.com/chengwudi1";><code>@chengwudi1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6587";>langchain4j/langchain4j#6587</a></li> <li>feat(micrometer-metrics): add EmbeddingModel metrics listener by <a href="https://github.com/Snow7-G";><code>@Snow7-G</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6586";>langchain4j/langchain4j#6586</a></li> <li>chore(deps): bump <code>@babel/core</code> from 7.26.0 to 7.29.7 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6507";>langchain4j/langchain4j#6507</a></li> <li>chore(deps): update dependency org.codehaus.mojo:exec-maven-plugin to v3.6.4 by <a href="https://github.com/renovate";><code>@renovate</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6438";>langchain4j/langchain4j#6438</a></li> <li>chore(deps): bump image-size from 2.0.2 to 2.0.4 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6502";>langchain4j/langchain4j#6502</a></li> <li>fix(mcp): apply returnToolResultAttributes to async tool execution by <a href="https://github.com/uhhgxg";><code>@uhhgxg</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6581";>langchain4j/langchain4j#6581</a></li> <li>fix(mcp): propagate async tool cancellation by <a href="https://github.com/mumuzi6";><code>@mumuzi6</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6584";>langchain4j/langchain4j#6584</a></li> <li>fix: apply cache_control to only the last system message (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6051";>#6051</a>) by <a href="https://github.com/HiwarkhedePrasad";><code>@HiwarkhedePrasad</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6070";>langchain4j/langchain4j#6070</a></li> <li>chore(deps): bump source-map-js from 1.2.1 to 1.2.2 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6594";>langchain4j/langchain4j#6594</a></li> <li>chore(deps): bump joi from 17.13.7 to 17.13.8 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6596";>langchain4j/langchain4j#6596</a></li> <li>chore(deps): bump compression from 1.8.1 to 1.8.2 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6597";>langchain4j/langchain4j#6597</a></li> <li>chore(deps): bump org.jsoup:jsoup from 1.23.1 to 1.23.2 in /langchain4j-parent by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6595";>langchain4j/langchain4j#6595</a></li> <li>fix(anthropic): apply cache_control to only the last tool when ToolSpecifications are equal by <a href="https://github.com/vinod-iyer";><code>@vinod-iyer</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6515";>langchain4j/langchain4j#6515</a></li> <li>MCP: support configuring the stdio server working directory by <a href="https://github.com/CCCLL";><code>@CCCLL</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6487";>langchain4j/langchain4j#6487</a></li> <li>Decide in one place which AI Service methods call the model by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6610";>langchain4j/langchain4j#6610</a></li> <li>CI: run the license compliance check with the Maven wrapper by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6612";>langchain4j/langchain4j#6612</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6523";>langchain4j/langchain4j#6523</a></li> <li><a href="https://github.com/pei711";><code>@pei711</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6579";>langchain4j/langchain4j#6579</a></li> <li><a href="https://github.com/chengwudi1";><code>@chengwudi1</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6587";>langchain4j/langchain4j#6587</a></li> <li><a href="https://github.com/mumuzi6";><code>@mumuzi6</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6584";>langchain4j/langchain4j#6584</a></li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/langchain4j/langchain4j/commit/7948fba82672cdff5ec4219b0600693221ad855d";><code>7948fba</code></a> Release versions 1.22.0 and 1.22.0-beta32</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/3923a2ea6383bbd7d7c60ed90e57ac382db532de";><code>3923a2e</code></a> Use the Maven wrapper in the release workflow</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/992c8a0a41801faa9157c2815c940ca731fd6493";><code>992c8a0</code></a> Decision Services: images as parameters, and <a href="https://github.com/Description";><code>@Description</code></a> of Scale levels as ...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4805476db031c3da0ce8398d528bf789f6b50ece";><code>4805476</code></a> Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecis...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/39bbe8c1ba033ab28925541c85b913f011f31a79";><code>39bbe8c</code></a> CI: run the license compliance check with the Maven wrapper (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6612";>#6612</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/ca20964c0ee415e525b94f58bfe98e41bc7e417e";><code>ca20964</code></a> Decide in one place which AI Service methods call the model (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6610";>#6610</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/633fbf894809c7d94ff191fe80d279912774ac70";><code>633fbf8</code></a> MCP: support configuring the stdio server working directory (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6487";>#6487</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/9650280a51158dec877b9ce7b37664ec05597f8e";><code>9650280</code></a> fix(anthropic): apply cache_control to only the last tool when ToolSpecificat...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/704fb3de518379be6711a55e9a30ccc9d6092dcb";><code>704fb3d</code></a> chore(deps): bump org.jsoup:jsoup from 1.23.1 to 1.23.2 in /langchain4j-paren...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/55310b4257f0b1d9fc1263ec8291da3a94a70fff";><code>55310b4</code></a> chore(deps): bump compression from 1.8.1 to 1.8.2 in /docs (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6597";>#6597</a>)</li> <li>Additional commits viewable in <a href="https://github.com/langchain4j/langchain4j/compare/1.21.0...1.22.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j` from 1.21.0 to 1.22.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain4j/langchain4j/releases";>dev.langchain4j:langchain4j's releases</a>.</em></p> <blockquote> <h2>1.22.0 and 1.22.0-beta32</h2> <h2>Notable Changes</h2> <ul> <li> <p>Decision Models:</p> <ul> <li>Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecisionModel by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6611";>langchain4j/langchain4j#6611</a></li> <li>Decision Services: images as parameters, and <a href="https://github.com/Description";><code>@Description</code></a> of Scale levels as level descriptions by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6613";>langchain4j/langchain4j#6613</a></li> </ul> </li> <li> <p>Batch Models:</p> <ul> <li>Add <code>BedrockBatchChatModel</code> for AWS Bedrock batch inference by <a href="https://github.com/subhashpolisetti";><code>@subhashpolisetti</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/5797";>langchain4j/langchain4j#5797</a></li> </ul> </li> <li> <p>Caching</p> <ul> <li>feat(anthropic): support automatic prompt caching and cache TTL by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6598";>langchain4j/langchain4j#6598</a></li> </ul> </li> </ul> <h2>Other Changes</h2> <ul> <li>chore(deps): bump brace-expansion from 1.1.18 to 1.1.21 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6559";>langchain4j/langchain4j#6559</a></li> <li>chore(deps): bump dompurify from 3.4.13 to 3.4.16 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6558";>langchain4j/langchain4j#6558</a></li> <li>chore(deps): bump fast-uri from 3.1.7 to 3.1.8 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6547";>langchain4j/langchain4j#6547</a></li> <li>Only warn about ambiguous SPI implementations where one is picked by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6588";>langchain4j/langchain4j#6588</a></li> <li>docs: fix malformed Markdown links in Hibernate embedding store docs by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6523";>langchain4j/langchain4j#6523</a></li> <li>docs: remove dead link to non-existent batch-processing tutorial by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6524";>langchain4j/langchain4j#6524</a></li> <li>site: add missing language tags to code blocks in docs/README.md by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6577";>langchain4j/langchain4j#6577</a></li> <li>docs: fix source links and outcome anchors in guardrails tutorial by <a href="https://github.com/pei711";><code>@pei711</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6579";>langchain4j/langchain4j#6579</a></li> <li>chore(deps): bump http-proxy-middleware from 2.0.9 to 2.0.10 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6506";>langchain4j/langchain4j#6506</a></li> <li>fix: make Google Custom Search country restrict locale-independent by <a href="https://github.com/ShubhJ46";><code>@ShubhJ46</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6437";>langchain4j/langchain4j#6437</a></li> <li>fix(google-custom-web-search): make geoLocation casing locale-independent by <a href="https://github.com/jiboo2022";><code>@jiboo2022</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6443";>langchain4j/langchain4j#6443</a></li> <li>fix(pgvector, mariadb): make metadata column type parsing locale-independent by <a href="https://github.com/jiboo2022";><code>@jiboo2022</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6444";>langchain4j/langchain4j#6444</a></li> <li>fix(ai-services): avoid duplicating <a href="https://github.com/UserMessage";><code>@UserMessage</code></a> TextContent arguments by <a href="https://github.com/chengwudi1";><code>@chengwudi1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6587";>langchain4j/langchain4j#6587</a></li> <li>feat(micrometer-metrics): add EmbeddingModel metrics listener by <a href="https://github.com/Snow7-G";><code>@Snow7-G</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6586";>langchain4j/langchain4j#6586</a></li> <li>chore(deps): bump <code>@babel/core</code> from 7.26.0 to 7.29.7 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6507";>langchain4j/langchain4j#6507</a></li> <li>chore(deps): update dependency org.codehaus.mojo:exec-maven-plugin to v3.6.4 by <a href="https://github.com/renovate";><code>@renovate</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6438";>langchain4j/langchain4j#6438</a></li> <li>chore(deps): bump image-size from 2.0.2 to 2.0.4 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6502";>langchain4j/langchain4j#6502</a></li> <li>fix(mcp): apply returnToolResultAttributes to async tool execution by <a href="https://github.com/uhhgxg";><code>@uhhgxg</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6581";>langchain4j/langchain4j#6581</a></li> <li>fix(mcp): propagate async tool cancellation by <a href="https://github.com/mumuzi6";><code>@mumuzi6</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6584";>langchain4j/langchain4j#6584</a></li> <li>fix: apply cache_control to only the last system message (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6051";>#6051</a>) by <a href="https://github.com/HiwarkhedePrasad";><code>@HiwarkhedePrasad</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6070";>langchain4j/langchain4j#6070</a></li> <li>chore(deps): bump source-map-js from 1.2.1 to 1.2.2 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6594";>langchain4j/langchain4j#6594</a></li> <li>chore(deps): bump joi from 17.13.7 to 17.13.8 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6596";>langchain4j/langchain4j#6596</a></li> <li>chore(deps): bump compression from 1.8.1 to 1.8.2 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6597";>langchain4j/langchain4j#6597</a></li> <li>chore(deps): bump org.jsoup:jsoup from 1.23.1 to 1.23.2 in /langchain4j-parent by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6595";>langchain4j/langchain4j#6595</a></li> <li>fix(anthropic): apply cache_control to only the last tool when ToolSpecifications are equal by <a href="https://github.com/vinod-iyer";><code>@vinod-iyer</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6515";>langchain4j/langchain4j#6515</a></li> <li>MCP: support configuring the stdio server working directory by <a href="https://github.com/CCCLL";><code>@CCCLL</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6487";>langchain4j/langchain4j#6487</a></li> <li>Decide in one place which AI Service methods call the model by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6610";>langchain4j/langchain4j#6610</a></li> <li>CI: run the license compliance check with the Maven wrapper by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6612";>langchain4j/langchain4j#6612</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6523";>langchain4j/langchain4j#6523</a></li> <li><a href="https://github.com/pei711";><code>@pei711</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6579";>langchain4j/langchain4j#6579</a></li> <li><a href="https://github.com/chengwudi1";><code>@chengwudi1</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6587";>langchain4j/langchain4j#6587</a></li> <li><a href="https://github.com/mumuzi6";><code>@mumuzi6</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6584";>langchain4j/langchain4j#6584</a></li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/langchain4j/langchain4j/commit/7948fba82672cdff5ec4219b0600693221ad855d";><code>7948fba</code></a> Release versions 1.22.0 and 1.22.0-beta32</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/3923a2ea6383bbd7d7c60ed90e57ac382db532de";><code>3923a2e</code></a> Use the Maven wrapper in the release workflow</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/992c8a0a41801faa9157c2815c940ca731fd6493";><code>992c8a0</code></a> Decision Services: images as parameters, and <a href="https://github.com/Description";><code>@Description</code></a> of Scale levels as ...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4805476db031c3da0ce8398d528bf789f6b50ece";><code>4805476</code></a> Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecis...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/39bbe8c1ba033ab28925541c85b913f011f31a79";><code>39bbe8c</code></a> CI: run the license compliance check with the Maven wrapper (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6612";>#6612</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/ca20964c0ee415e525b94f58bfe98e41bc7e417e";><code>ca20964</code></a> Decide in one place which AI Service methods call the model (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6610";>#6610</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/633fbf894809c7d94ff191fe80d279912774ac70";><code>633fbf8</code></a> MCP: support configuring the stdio server working directory (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6487";>#6487</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/9650280a51158dec877b9ce7b37664ec05597f8e";><code>9650280</code></a> fix(anthropic): apply cache_control to only the last tool when ToolSpecificat...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/704fb3de518379be6711a55e9a30ccc9d6092dcb";><code>704fb3d</code></a> chore(deps): bump org.jsoup:jsoup from 1.23.1 to 1.23.2 in /langchain4j-paren...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/55310b4257f0b1d9fc1263ec8291da3a94a70fff";><code>55310b4</code></a> chore(deps): bump compression from 1.8.1 to 1.8.2 in /docs (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6597";>#6597</a>)</li> <li>Additional commits viewable in <a href="https://github.com/langchain4j/langchain4j/compare/1.21.0...1.22.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j-open-ai` from 1.21.0 to 1.22.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain4j/langchain4j/releases";>dev.langchain4j:langchain4j-open-ai's releases</a>.</em></p> <blockquote> <h2>1.22.0 and 1.22.0-beta32</h2> <h2>Notable Changes</h2> <ul> <li> <p>Decision Models:</p> <ul> <li>Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecisionModel by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6611";>langchain4j/langchain4j#6611</a></li> <li>Decision Services: images as parameters, and <a href="https://github.com/Description";><code>@Description</code></a> of Scale levels as level descriptions by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6613";>langchain4j/langchain4j#6613</a></li> </ul> </li> <li> <p>Batch Models:</p> <ul> <li>Add <code>BedrockBatchChatModel</code> for AWS Bedrock batch inference by <a href="https://github.com/subhashpolisetti";><code>@subhashpolisetti</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/5797";>langchain4j/langchain4j#5797</a></li> </ul> </li> <li> <p>Caching</p> <ul> <li>feat(anthropic): support automatic prompt caching and cache TTL by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6598";>langchain4j/langchain4j#6598</a></li> </ul> </li> </ul> <h2>Other Changes</h2> <ul> <li>chore(deps): bump brace-expansion from 1.1.18 to 1.1.21 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6559";>langchain4j/langchain4j#6559</a></li> <li>chore(deps): bump dompurify from 3.4.13 to 3.4.16 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6558";>langchain4j/langchain4j#6558</a></li> <li>chore(deps): bump fast-uri from 3.1.7 to 3.1.8 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6547";>langchain4j/langchain4j#6547</a></li> <li>Only warn about ambiguous SPI implementations where one is picked by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6588";>langchain4j/langchain4j#6588</a></li> <li>docs: fix malformed Markdown links in Hibernate embedding store docs by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6523";>langchain4j/langchain4j#6523</a></li> <li>docs: remove dead link to non-existent batch-processing tutorial by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6524";>langchain4j/langchain4j#6524</a></li> <li>site: add missing language tags to code blocks in docs/README.md by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6577";>langchain4j/langchain4j#6577</a></li> <li>docs: fix source links and outcome anchors in guardrails tutorial by <a href="https://github.com/pei711";><code>@pei711</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6579";>langchain4j/langchain4j#6579</a></li> <li>chore(deps): bump http-proxy-middleware from 2.0.9 to 2.0.10 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6506";>langchain4j/langchain4j#6506</a></li> <li>fix: make Google Custom Search country restrict locale-independent by <a href="https://github.com/ShubhJ46";><code>@ShubhJ46</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6437";>langchain4j/langchain4j#6437</a></li> <li>fix(google-custom-web-search): make geoLocation casing locale-independent by <a href="https://github.com/jiboo2022";><code>@jiboo2022</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6443";>langchain4j/langchain4j#6443</a></li> <li>fix(pgvector, mariadb): make metadata column type parsing locale-independent by <a href="https://github.com/jiboo2022";><code>@jiboo2022</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6444";>langchain4j/langchain4j#6444</a></li> <li>fix(ai-services): avoid duplicating <a href="https://github.com/UserMessage";><code>@UserMessage</code></a> TextContent arguments by <a href="https://github.com/chengwudi1";><code>@chengwudi1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6587";>langchain4j/langchain4j#6587</a></li> <li>feat(micrometer-metrics): add EmbeddingModel metrics listener by <a href="https://github.com/Snow7-G";><code>@Snow7-G</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6586";>langchain4j/langchain4j#6586</a></li> <li>chore(deps): bump <code>@babel/core</code> from 7.26.0 to 7.29.7 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6507";>langchain4j/langchain4j#6507</a></li> <li>chore(deps): update dependency org.codehaus.mojo:exec-maven-plugin to v3.6.4 by <a href="https://github.com/renovate";><code>@renovate</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6438";>langchain4j/langchain4j#6438</a></li> <li>chore(deps): bump image-size from 2.0.2 to 2.0.4 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6502";>langchain4j/langchain4j#6502</a></li> <li>fix(mcp): apply returnToolResultAttributes to async tool execution by <a href="https://github.com/uhhgxg";><code>@uhhgxg</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6581";>langchain4j/langchain4j#6581</a></li> <li>fix(mcp): propagate async tool cancellation by <a href="https://github.com/mumuzi6";><code>@mumuzi6</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6584";>langchain4j/langchain4j#6584</a></li> <li>fix: apply cache_control to only the last system message (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6051";>#6051</a>) by <a href="https://github.com/HiwarkhedePrasad";><code>@HiwarkhedePrasad</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6070";>langchain4j/langchain4j#6070</a></li> <li>chore(deps): bump source-map-js from 1.2.1 to 1.2.2 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6594";>langchain4j/langchain4j#6594</a></li> <li>chore(deps): bump joi from 17.13.7 to 17.13.8 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6596";>langchain4j/langchain4j#6596</a></li> <li>chore(deps): bump compression from 1.8.1 to 1.8.2 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6597";>langchain4j/langchain4j#6597</a></li> <li>chore(deps): bump org.jsoup:jsoup from 1.23.1 to 1.23.2 in /langchain4j-parent by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6595";>langchain4j/langchain4j#6595</a></li> <li>fix(anthropic): apply cache_control to only the last tool when ToolSpecifications are equal by <a href="https://github.com/vinod-iyer";><code>@vinod-iyer</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6515";>langchain4j/langchain4j#6515</a></li> <li>MCP: support configuring the stdio server working directory by <a href="https://github.com/CCCLL";><code>@CCCLL</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6487";>langchain4j/langchain4j#6487</a></li> <li>Decide in one place which AI Service methods call the model by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6610";>langchain4j/langchain4j#6610</a></li> <li>CI: run the license compliance check with the Maven wrapper by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6612";>langchain4j/langchain4j#6612</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6523";>langchain4j/langchain4j#6523</a></li> <li><a href="https://github.com/pei711";><code>@pei711</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6579";>langchain4j/langchain4j#6579</a></li> <li><a href="https://github.com/chengwudi1";><code>@chengwudi1</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6587";>langchain4j/langchain4j#6587</a></li> <li><a href="https://github.com/mumuzi6";><code>@mumuzi6</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6584";>langchain4j/langchain4j#6584</a></li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/langchain4j/langchain4j/commit/7948fba82672cdff5ec4219b0600693221ad855d";><code>7948fba</code></a> Release versions 1.22.0 and 1.22.0-beta32</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/3923a2ea6383bbd7d7c60ed90e57ac382db532de";><code>3923a2e</code></a> Use the Maven wrapper in the release workflow</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/992c8a0a41801faa9157c2815c940ca731fd6493";><code>992c8a0</code></a> Decision Services: images as parameters, and <a href="https://github.com/Description";><code>@Description</code></a> of Scale levels as ...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4805476db031c3da0ce8398d528bf789f6b50ece";><code>4805476</code></a> Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecis...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/39bbe8c1ba033ab28925541c85b913f011f31a79";><code>39bbe8c</code></a> CI: run the license compliance check with the Maven wrapper (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6612";>#6612</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/ca20964c0ee415e525b94f58bfe98e41bc7e417e";><code>ca20964</code></a> Decide in one place which AI Service methods call the model (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6610";>#6610</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/633fbf894809c7d94ff191fe80d279912774ac70";><code>633fbf8</code></a> MCP: support configuring the stdio server working directory (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6487";>#6487</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/9650280a51158dec877b9ce7b37664ec05597f8e";><code>9650280</code></a> fix(anthropic): apply cache_control to only the last tool when ToolSpecificat...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/704fb3de518379be6711a55e9a30ccc9d6092dcb";><code>704fb3d</code></a> chore(deps): bump org.jsoup:jsoup from 1.23.1 to 1.23.2 in /langchain4j-paren...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/55310b4257f0b1d9fc1263ec8291da3a94a70fff";><code>55310b4</code></a> chore(deps): bump compression from 1.8.1 to 1.8.2 in /docs (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6597";>#6597</a>)</li> <li>Additional commits viewable in <a href="https://github.com/langchain4j/langchain4j/compare/1.21.0...1.22.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j-google-ai-gemini` from 1.21.0 to 1.22.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain4j/langchain4j/releases";>dev.langchain4j:langchain4j-google-ai-gemini's releases</a>.</em></p> <blockquote> <h2>1.22.0 and 1.22.0-beta32</h2> <h2>Notable Changes</h2> <ul> <li> <p>Decision Models:</p> <ul> <li>Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecisionModel by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6611";>langchain4j/langchain4j#6611</a></li> <li>Decision Services: images as parameters, and <a href="https://github.com/Description";><code>@Description</code></a> of Scale levels as level descriptions by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6613";>langchain4j/langchain4j#6613</a></li> </ul> </li> <li> <p>Batch Models:</p> <ul> <li>Add <code>BedrockBatchChatModel</code> for AWS Bedrock batch inference by <a href="https://github.com/subhashpolisetti";><code>@subhashpolisetti</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/5797";>langchain4j/langchain4j#5797</a></li> </ul> </li> <li> <p>Caching</p> <ul> <li>feat(anthropic): support automatic prompt caching and cache TTL by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6598";>langchain4j/langchain4j#6598</a></li> </ul> </li> </ul> <h2>Other Changes</h2> <ul> <li>chore(deps): bump brace-expansion from 1.1.18 to 1.1.21 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6559";>langchain4j/langchain4j#6559</a></li> <li>chore(deps): bump dompurify from 3.4.13 to 3.4.16 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6558";>langchain4j/langchain4j#6558</a></li> <li>chore(deps): bump fast-uri from 3.1.7 to 3.1.8 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6547";>langchain4j/langchain4j#6547</a></li> <li>Only warn about ambiguous SPI implementations where one is picked by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6588";>langchain4j/langchain4j#6588</a></li> <li>docs: fix malformed Markdown links in Hibernate embedding store docs by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6523";>langchain4j/langchain4j#6523</a></li> <li>docs: remove dead link to non-existent batch-processing tutorial by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6524";>langchain4j/langchain4j#6524</a></li> <li>site: add missing language tags to code blocks in docs/README.md by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6577";>langchain4j/langchain4j#6577</a></li> <li>docs: fix source links and outcome anchors in guardrails tutorial by <a href="https://github.com/pei711";><code>@pei711</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6579";>langchain4j/langchain4j#6579</a></li> <li>chore(deps): bump http-proxy-middleware from 2.0.9 to 2.0.10 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6506";>langchain4j/langchain4j#6506</a></li> <li>fix: make Google Custom Search country restrict locale-independent by <a href="https://github.com/ShubhJ46";><code>@ShubhJ46</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6437";>langchain4j/langchain4j#6437</a></li> <li>fix(google-custom-web-search): make geoLocation casing locale-independent by <a href="https://github.com/jiboo2022";><code>@jiboo2022</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6443";>langchain4j/langchain4j#6443</a></li> <li>fix(pgvector, mariadb): make metadata column type parsing locale-independent by <a href="https://github.com/jiboo2022";><code>@jiboo2022</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6444";>langchain4j/langchain4j#6444</a></li> <li>fix(ai-services): avoid duplicating <a href="https://github.com/UserMessage";><code>@UserMessage</code></a> TextContent arguments by <a href="https://github.com/chengwudi1";><code>@chengwudi1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6587";>langchain4j/langchain4j#6587</a></li> <li>feat(micrometer-metrics): add EmbeddingModel metrics listener by <a href="https://github.com/Snow7-G";><code>@Snow7-G</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6586";>langchain4j/langchain4j#6586</a></li> <li>chore(deps): bump <code>@babel/core</code> from 7.26.0 to 7.29.7 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6507";>langchain4j/langchain4j#6507</a></li> <li>chore(deps): update dependency org.codehaus.mojo:exec-maven-plugin to v3.6.4 by <a href="https://github.com/renovate";><code>@renovate</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6438";>langchain4j/langchain4j#6438</a></li> <li>chore(deps): bump image-size from 2.0.2 to 2.0.4 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6502";>langchain4j/langchain4j#6502</a></li> <li>fix(mcp): apply returnToolResultAttributes to async tool execution by <a href="https://github.com/uhhgxg";><code>@uhhgxg</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6581";>langchain4j/langchain4j#6581</a></li> <li>fix(mcp): propagate async tool cancellation by <a href="https://github.com/mumuzi6";><code>@mumuzi6</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6584";>langchain4j/langchain4j#6584</a></li> <li>fix: apply cache_control to only the last system message (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6051";>#6051</a>) by <a href="https://github.com/HiwarkhedePrasad";><code>@HiwarkhedePrasad</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6070";>langchain4j/langchain4j#6070</a></li> <li>chore(deps): bump source-map-js from 1.2.1 to 1.2.2 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6594";>langchain4j/langchain4j#6594</a></li> <li>chore(deps): bump joi from 17.13.7 to 17.13.8 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6596";>langchain4j/langchain4j#6596</a></li> <li>chore(deps): bump compression from 1.8.1 to 1.8.2 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6597";>langchain4j/langchain4j#6597</a></li> <li>chore(deps): bump org.jsoup:jsoup from 1.23.1 to 1.23.2 in /langchain4j-parent by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6595";>langchain4j/langchain4j#6595</a></li> <li>fix(anthropic): apply cache_control to only the last tool when ToolSpecifications are equal by <a href="https://github.com/vinod-iyer";><code>@vinod-iyer</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6515";>langchain4j/langchain4j#6515</a></li> <li>MCP: support configuring the stdio server working directory by <a href="https://github.com/CCCLL";><code>@CCCLL</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6487";>langchain4j/langchain4j#6487</a></li> <li>Decide in one place which AI Service methods call the model by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6610";>langchain4j/langchain4j#6610</a></li> <li>CI: run the license compliance check with the Maven wrapper by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6612";>langchain4j/langchain4j#6612</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6523";>langchain4j/langchain4j#6523</a></li> <li><a href="https://github.com/pei711";><code>@pei711</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6579";>langchain4j/langchain4j#6579</a></li> <li><a href="https://github.com/chengwudi1";><code>@chengwudi1</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6587";>langchain4j/langchain4j#6587</a></li> <li><a href="https://github.com/mumuzi6";><code>@mumuzi6</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6584";>langchain4j/langchain4j#6584</a></li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/langchain4j/langchain4j/commit/7948fba82672cdff5ec4219b0600693221ad855d";><code>7948fba</code></a> Release versions 1.22.0 and 1.22.0-beta32</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/3923a2ea6383bbd7d7c60ed90e57ac382db532de";><code>3923a2e</code></a> Use the Maven wrapper in the release workflow</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/992c8a0a41801faa9157c2815c940ca731fd6493";><code>992c8a0</code></a> Decision Services: images as parameters, and <a href="https://github.com/Description";><code>@Description</code></a> of Scale levels as ...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4805476db031c3da0ce8398d528bf789f6b50ece";><code>4805476</code></a> Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecis...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/39bbe8c1ba033ab28925541c85b913f011f31a79";><code>39bbe8c</code></a> CI: run the license compliance check with the Maven wrapper (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6612";>#6612</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/ca20964c0ee415e525b94f58bfe98e41bc7e417e";><code>ca20964</code></a> Decide in one place which AI Service methods call the model (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6610";>#6610</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/633fbf894809c7d94ff191fe80d279912774ac70";><code>633fbf8</code></a> MCP: support configuring the stdio server working directory (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6487";>#6487</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/9650280a51158dec877b9ce7b37664ec05597f8e";><code>9650280</code></a> fix(anthropic): apply cache_control to only the last tool when ToolSpecificat...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/704fb3de518379be6711a55e9a30ccc9d6092dcb";><code>704fb3d</code></a> chore(deps): bump org.jsoup:jsoup from 1.23.1 to 1.23.2 in /langchain4j-paren...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/55310b4257f0b1d9fc1263ec8291da3a94a70fff";><code>55310b4</code></a> chore(deps): bump compression from 1.8.1 to 1.8.2 in /docs (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6597";>#6597</a>)</li> <li>Additional commits viewable in <a href="https://github.com/langchain4j/langchain4j/compare/1.21.0...1.22.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j-ollama` from 1.21.0 to 1.22.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain4j/langchain4j/releases";>dev.langchain4j:langchain4j-ollama's releases</a>.</em></p> <blockquote> <h2>1.22.0 and 1.22.0-beta32</h2> <h2>Notable Changes</h2> <ul> <li> <p>Decision Models:</p> <ul> <li>Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecisionModel by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6611";>langchain4j/langchain4j#6611</a></li> <li>Decision Services: images as parameters, and <a href="https://github.com/Description";><code>@Description</code></a> of Scale levels as level descriptions by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6613";>langchain4j/langchain4j#6613</a></li> </ul> </li> <li> <p>Batch Models:</p> <ul> <li>Add <code>BedrockBatchChatModel</code> for AWS Bedrock batch inference by <a href="https://github.com/subhashpolisetti";><code>@subhashpolisetti</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/5797";>langchain4j/langchain4j#5797</a></li> </ul> </li> <li> <p>Caching</p> <ul> <li>feat(anthropic): support automatic prompt caching and cache TTL by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6598";>langchain4j/langchain4j#6598</a></li> </ul> </li> </ul> <h2>Other Changes</h2> <ul> <li>chore(deps): bump brace-expansion from 1.1.18 to 1.1.21 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6559";>langchain4j/langchain4j#6559</a></li> <li>chore(deps): bump dompurify from 3.4.13 to 3.4.16 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6558";>langchain4j/langchain4j#6558</a></li> <li>chore(deps): bump fast-uri from 3.1.7 to 3.1.8 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6547";>langchain4j/langchain4j#6547</a></li> <li>Only warn about ambiguous SPI implementations where one is picked by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6588";>langchain4j/langchain4j#6588</a></li> <li>docs: fix malformed Markdown links in Hibernate embedding store docs by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6523";>langchain4j/langchain4j#6523</a></li> <li>docs: remove dead link to non-existent batch-processing tutorial by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6524";>langchain4j/langchain4j#6524</a></li> <li>site: add missing language tags to code blocks in docs/README.md by <a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6577";>langchain4j/langchain4j#6577</a></li> <li>docs: fix source links and outcome anchors in guardrails tutorial by <a href="https://github.com/pei711";><code>@pei711</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6579";>langchain4j/langchain4j#6579</a></li> <li>chore(deps): bump http-proxy-middleware from 2.0.9 to 2.0.10 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6506";>langchain4j/langchain4j#6506</a></li> <li>fix: make Google Custom Search country restrict locale-independent by <a href="https://github.com/ShubhJ46";><code>@ShubhJ46</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6437";>langchain4j/langchain4j#6437</a></li> <li>fix(google-custom-web-search): make geoLocation casing locale-independent by <a href="https://github.com/jiboo2022";><code>@jiboo2022</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6443";>langchain4j/langchain4j#6443</a></li> <li>fix(pgvector, mariadb): make metadata column type parsing locale-independent by <a href="https://github.com/jiboo2022";><code>@jiboo2022</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6444";>langchain4j/langchain4j#6444</a></li> <li>fix(ai-services): avoid duplicating <a href="https://github.com/UserMessage";><code>@UserMessage</code></a> TextContent arguments by <a href="https://github.com/chengwudi1";><code>@chengwudi1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6587";>langchain4j/langchain4j#6587</a></li> <li>feat(micrometer-metrics): add EmbeddingModel metrics listener by <a href="https://github.com/Snow7-G";><code>@Snow7-G</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6586";>langchain4j/langchain4j#6586</a></li> <li>chore(deps): bump <code>@babel/core</code> from 7.26.0 to 7.29.7 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6507";>langchain4j/langchain4j#6507</a></li> <li>chore(deps): update dependency org.codehaus.mojo:exec-maven-plugin to v3.6.4 by <a href="https://github.com/renovate";><code>@renovate</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6438";>langchain4j/langchain4j#6438</a></li> <li>chore(deps): bump image-size from 2.0.2 to 2.0.4 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6502";>langchain4j/langchain4j#6502</a></li> <li>fix(mcp): apply returnToolResultAttributes to async tool execution by <a href="https://github.com/uhhgxg";><code>@uhhgxg</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6581";>langchain4j/langchain4j#6581</a></li> <li>fix(mcp): propagate async tool cancellation by <a href="https://github.com/mumuzi6";><code>@mumuzi6</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6584";>langchain4j/langchain4j#6584</a></li> <li>fix: apply cache_control to only the last system message (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6051";>#6051</a>) by <a href="https://github.com/HiwarkhedePrasad";><code>@HiwarkhedePrasad</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6070";>langchain4j/langchain4j#6070</a></li> <li>chore(deps): bump source-map-js from 1.2.1 to 1.2.2 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6594";>langchain4j/langchain4j#6594</a></li> <li>chore(deps): bump joi from 17.13.7 to 17.13.8 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6596";>langchain4j/langchain4j#6596</a></li> <li>chore(deps): bump compression from 1.8.1 to 1.8.2 in /docs by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6597";>langchain4j/langchain4j#6597</a></li> <li>chore(deps): bump org.jsoup:jsoup from 1.23.1 to 1.23.2 in /langchain4j-parent by <a href="https://github.com/dependabot";><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6595";>langchain4j/langchain4j#6595</a></li> <li>fix(anthropic): apply cache_control to only the last tool when ToolSpecifications are equal by <a href="https://github.com/vinod-iyer";><code>@vinod-iyer</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6515";>langchain4j/langchain4j#6515</a></li> <li>MCP: support configuring the stdio server working directory by <a href="https://github.com/CCCLL";><code>@CCCLL</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6487";>langchain4j/langchain4j#6487</a></li> <li>Decide in one place which AI Service methods call the model by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6610";>langchain4j/langchain4j#6610</a></li> <li>CI: run the license compliance check with the Maven wrapper by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6612";>langchain4j/langchain4j#6612</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/zh-hanlabs";><code>@zh-hanlabs</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6523";>langchain4j/langchain4j#6523</a></li> <li><a href="https://github.com/pei711";><code>@pei711</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6579";>langchain4j/langchain4j#6579</a></li> <li><a href="https://github.com/chengwudi1";><code>@chengwudi1</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6587";>langchain4j/langchain4j#6587</a></li> <li><a href="https://github.com/mumuzi6";><code>@mumuzi6</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/6584";>langchain4j/langchain4j#6584</a></li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/langchain4j/langchain4j/commit/7948fba82672cdff5ec4219b0600693221ad855d";><code>7948fba</code></a> Release versions 1.22.0 and 1.22.0-beta32</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/3923a2ea6383bbd7d7c60ed90e57ac382db532de";><code>3923a2e</code></a> Use the Maven wrapper in the release workflow</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/992c8a0a41801faa9157c2815c940ca731fd6493";><code>992c8a0</code></a> Decision Services: images as parameters, and <a href="https://github.com/Description";><code>@Description</code></a> of Scale levels as ...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4805476db031c3da0ce8398d528bf789f6b50ece";><code>4805476</code></a> Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecis...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/39bbe8c1ba033ab28925541c85b913f011f31a79";><code>39bbe8c</code></a> CI: run the license compliance check with the Maven wrapper (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6612";>#6612</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/ca20964c0ee415e525b94f58bfe98e41bc7e417e";><code>ca20964</code></a> Decide in one place which AI Service methods call the model (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6610";>#6610</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/633fbf894809c7d94ff191fe80d279912774ac70";><code>633fbf8</code></a> MCP: support configuring the stdio server working directory (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6487";>#6487</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/9650280a51158dec877b9ce7b37664ec05597f8e";><code>9650280</code></a> fix(anthropic): apply cache_control to only the last tool when ToolSpecificat...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/704fb3de518379be6711a55e9a30ccc9d6092dcb";><code>704fb3d</code></a> chore(deps): bump org.jsoup:jsoup from 1.23.1 to 1.23.2 in /langchain4j-paren...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/55310b4257f0b1d9fc1263ec8291da3a94a70fff";><code>55310b4</code></a> chore(deps): bump compression from 1.8.1 to 1.8.2 in /docs (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/6597";>#6597</a>)</li> <li>Additional commits viewable in <a href="https://github.com/langchain4j/langchain4j/compare/1.21.0...1.22.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j-azure-open-ai` from 1.21.0 to 1.22.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain4j/langchain4j/releases";>dev.langchain4j:langchain4j-azure-open-ai's releases</a>.</em></p> <blockquote> <h2>1.22.0 and 1.22.0-beta32</h2> <h2>Notable Changes</h2> <ul> <li> <p>Decision Models:</p> <ul> <li>Add OpenAI Decisions API support: OpenAiDecisionModel and OpenAiOfficialDecisionModel by <a href="https://github.com/dliubarskyi";><code>@dliubarskyi</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/... _Description has been truncated_ -- This is an automated message from the Apache Git Service. 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