dependabot[bot] opened a new pull request, #14943: URL: https://github.com/apache/camel/pull/14943
Bumps `langchain4j-version` from 0.32.0 to 0.33.0. Updates `dev.langchain4j:langchain4j-core` from 0.32.0 to 0.33.0 <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>0.33.0</h2> <h2>New Integrations</h2> <ul> <li>Redis: implement <code>RedisChatMemoryStore</code> by <a href="https://github.com/zambrinf";><code>@zambrinf</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1358";>langchain4j/langchain4j#1358</a></li> <li>OVHcloud: integrate embedding models by <a href="https://github.com/philippart-s";><code>@philippart-s</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1355";>langchain4j/langchain4j#1355</a></li> </ul> <h2>Notable Changes</h2> <ul> <li>Google Gemini: support audio, video and PDF inputs by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1464";>langchain4j/langchain4j#1464</a></li> <li>Ollama: migrate to Jackson by <a href="https://github.com/Martin7-1";><code>@Martin7-1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1072";>langchain4j/langchain4j#1072</a></li> <li>Amazon Bedrock: support Titan embedding model V2 (amazon.titan-embed-text-v2:0) by <a href="https://github.com/staleks";><code>@staleks</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1487";>langchain4j/langchain4j#1487</a></li> <li>Make enum values work with <code>@Description</code> annotation by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1398";>langchain4j/langchain4j#1398</a></li> <li>Make it possible to return list of enum values annotated with <code>@Description</code> annotation by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1410";>langchain4j/langchain4j#1410</a></li> <li>Chroma: support embedding removal by <a href="https://github.com/Heezer";><code>@Heezer</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1457";>langchain4j/langchain4j#1457</a></li> <li>Pinecone: support storing metadata and embedding removal by <a href="https://github.com/Martin7-1";><code>@Martin7-1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1400";>langchain4j/langchain4j#1400</a></li> </ul> <h2>Breaking Changes</h2> <ul> <li>Fix split packages by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1433";>langchain4j/langchain4j#1433</a></li> </ul> <p>We had to make some breaking changes to fix split package issues. Most of the changes should not affect your code; however, this one most probably will: <strong><em>All in-process ONNX model classes moved into their own unique packages</em></strong></p> <ul> <li><code>AllMiniLmL6V2EmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx.allminilml6v2</code> package</li> <li><code>AllMiniLmL6V2QuantizedEmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx.allminilml6v2q</code> package</li> <li><code>OnnxEmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx</code> package</li> <li>etc</li> </ul> <h2>Other Changes</h2> <ul> <li>Fix the incorrect endpoint for ERNIE-Speed-128K. by <a href="https://github.com/likaiqiang";><code>@likaiqiang</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1426";>langchain4j/langchain4j#1426</a></li> <li>Sanitize messages before sending to Qwen models by <a href="https://github.com/jiangsier-xyz";><code>@jiangsier-xyz</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1423";>langchain4j/langchain4j#1423</a></li> <li>[Doc] Refactor the Azure documentation by <a href="https://github.com/agoncal";><code>@agoncal</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1431";>langchain4j/langchain4j#1431</a></li> <li>Add Creating AzureOpenAiChatModel with Azure Credentials to the doc by <a href="https://github.com/agoncal";><code>@agoncal</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1435";>langchain4j/langchain4j#1435</a></li> <li>Fix zhipuai SystemMessage role field is empty by <a href="https://github.com/1402564807";><code>@1402564807</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1438";>langchain4j/langchain4j#1438</a></li> <li>Update the Vertex AI and Gemini SDK libraries by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1443";>langchain4j/langchain4j#1443</a></li> <li><a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 1 / 4: Addresses <code>EnumOutputParser</code> not being called by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1389";>langchain4j/langchain4j#1389</a></li> <li><a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 2 / 4: Addresses <code>EnumOutputParser</code> not working properly in some r… by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1392";>langchain4j/langchain4j#1392</a></li> <li>EmbeddingModelTextClassifier to embed all samples per labels at once by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1448";>langchain4j/langchain4j#1448</a></li> <li>Fix a enum serialization issue leading to stackoverflow when creating schemas from classes by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1450";>langchain4j/langchain4j#1450</a></li> <li>Feat(<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1383";>#1383</a>): mutualise EmbeddingMatches handling by <a href="https://github.com/fb33";><code>@fb33</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1384";>langchain4j/langchain4j#1384</a></li> <li>automatically convert List<!-- raw HTML omitted --> into String[] by <a href="https://github.com/humcqc";><code>@humcqc</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1394";>langchain4j/langchain4j#1394</a></li> <li>CohereEmbeddingModel: implement batching by <a href="https://github.com/Apetun";><code>@Apetun</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1445";>langchain4j/langchain4j#1445</a></li> <li>add glm-4v model by <a href="https://github.com/1402564807";><code>@1402564807</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1469";>langchain4j/langchain4j#1469</a></li> <li>Fix ollama client missing path issue by <a href="https://github.com/pangzixiang";><code>@pangzixiang</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1456";>langchain4j/langchain4j#1456</a></li> <li>Bump com.azure:azure-identity from 1.13.0 to 1.13.1 by <a href="https://github.com/jdubois";><code>@jdubois</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1478";>langchain4j/langchain4j#1478</a></li> <li>re <a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 5: Updated documentation. by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1473";>langchain4j/langchain4j#1473</a></li> <li>Update testcontainers version to 1.20.0 by <a href="https://github.com/eddumelendez";><code>@eddumelendez</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1488";>langchain4j/langchain4j#1488</a></li> <li>Bump com.knuddels:jtokkit from 1.0.0 to 1.1.0 by <a href="https://github.com/dafriz";><code>@dafriz</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1499";>langchain4j/langchain4j#1499</a></li> <li>DefaultRetrievalAugmentor: process in the same thread when single query and single retriever, otherwise use executor and cache threads for 1 second by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1479";>langchain4j/langchain4j#1479</a></li> <li>Release 0.33.0 by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1514";>langchain4j/langchain4j#1514</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/likaiqiang";><code>@likaiqiang</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1426";>langchain4j/langchain4j#1426</a></li> <li><a href="https://github.com/PrimosK";><code>@PrimosK</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1389";>langchain4j/langchain4j#1389</a></li> <li><a href="https://github.com/Apetun";><code>@Apetun</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1445";>langchain4j/langchain4j#1445</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/822f09cb1c6aa5599c9680103f48dac64939f9f4";><code>822f09c</code></a> Release 0.33.0 (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1514";>#1514</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/c407ff9d856e2d12f2f31c2ee54fe91289b95572";><code>c407ff9</code></a> Update CONTRIBUTING.md</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/a328d877c1a086de150b904cdb9ebcef7616acae";><code>a328d87</code></a> feat: ✨ add OVHcloud embedding models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1355";>#1355</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/5d26ddfde8a6812875dd441b213768d061ae5c2e";><code>5d26ddf</code></a> Adding support for Amazon Bedrock Titan Embedding Model V2 (amazon.titan-embe...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4ef7d0a033b4288ab88e01e3ec9b22818f62e1f4";><code>4ef7d0a</code></a> feat: ✨ add OVHcloud embedding models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1355";>#1355</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/3355fd911b113ebd94a9834ccdb2b7763a5b4f36";><code>3355fd9</code></a> [Feature] Pinecone: support storing metadata and embedding removal (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1400";>#1400</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/e848e6a88278954ab0b5063609ea731d97c0d1e8";><code>e848e6a</code></a> [Feature] Pinecone: support storing metadata and embedding removal (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1400";>#1400</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/44ac06355c66840d6d005e85b3c6c7585d3c74c5";><code>44ac063</code></a> Adding support to audio, video, PDF file inputs for multimodal models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1464";>#1464</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/762df2dc14985e87702dbc6ded934ab200771a09";><code>762df2d</code></a> Adding support for Amazon Bedrock Titan Embedding Model V2 (amazon.titan-embe...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4f09db98b8e7015389f5c99c577855d8acb289f7";><code>4f09db9</code></a> DefaultRetrievalAugmentor: process in the same thread when single query and s...</li> <li>Additional commits viewable in <a href="https://github.com/langchain4j/langchain4j/compare/0.32.0...0.33.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j` from 0.32.0 to 0.33.0 <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>0.33.0</h2> <h2>New Integrations</h2> <ul> <li>Redis: implement <code>RedisChatMemoryStore</code> by <a href="https://github.com/zambrinf";><code>@zambrinf</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1358";>langchain4j/langchain4j#1358</a></li> <li>OVHcloud: integrate embedding models by <a href="https://github.com/philippart-s";><code>@philippart-s</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1355";>langchain4j/langchain4j#1355</a></li> </ul> <h2>Notable Changes</h2> <ul> <li>Google Gemini: support audio, video and PDF inputs by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1464";>langchain4j/langchain4j#1464</a></li> <li>Ollama: migrate to Jackson by <a href="https://github.com/Martin7-1";><code>@Martin7-1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1072";>langchain4j/langchain4j#1072</a></li> <li>Amazon Bedrock: support Titan embedding model V2 (amazon.titan-embed-text-v2:0) by <a href="https://github.com/staleks";><code>@staleks</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1487";>langchain4j/langchain4j#1487</a></li> <li>Make enum values work with <code>@Description</code> annotation by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1398";>langchain4j/langchain4j#1398</a></li> <li>Make it possible to return list of enum values annotated with <code>@Description</code> annotation by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1410";>langchain4j/langchain4j#1410</a></li> <li>Chroma: support embedding removal by <a href="https://github.com/Heezer";><code>@Heezer</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1457";>langchain4j/langchain4j#1457</a></li> <li>Pinecone: support storing metadata and embedding removal by <a href="https://github.com/Martin7-1";><code>@Martin7-1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1400";>langchain4j/langchain4j#1400</a></li> </ul> <h2>Breaking Changes</h2> <ul> <li>Fix split packages by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1433";>langchain4j/langchain4j#1433</a></li> </ul> <p>We had to make some breaking changes to fix split package issues. Most of the changes should not affect your code; however, this one most probably will: <strong><em>All in-process ONNX model classes moved into their own unique packages</em></strong></p> <ul> <li><code>AllMiniLmL6V2EmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx.allminilml6v2</code> package</li> <li><code>AllMiniLmL6V2QuantizedEmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx.allminilml6v2q</code> package</li> <li><code>OnnxEmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx</code> package</li> <li>etc</li> </ul> <h2>Other Changes</h2> <ul> <li>Fix the incorrect endpoint for ERNIE-Speed-128K. by <a href="https://github.com/likaiqiang";><code>@likaiqiang</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1426";>langchain4j/langchain4j#1426</a></li> <li>Sanitize messages before sending to Qwen models by <a href="https://github.com/jiangsier-xyz";><code>@jiangsier-xyz</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1423";>langchain4j/langchain4j#1423</a></li> <li>[Doc] Refactor the Azure documentation by <a href="https://github.com/agoncal";><code>@agoncal</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1431";>langchain4j/langchain4j#1431</a></li> <li>Add Creating AzureOpenAiChatModel with Azure Credentials to the doc by <a href="https://github.com/agoncal";><code>@agoncal</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1435";>langchain4j/langchain4j#1435</a></li> <li>Fix zhipuai SystemMessage role field is empty by <a href="https://github.com/1402564807";><code>@1402564807</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1438";>langchain4j/langchain4j#1438</a></li> <li>Update the Vertex AI and Gemini SDK libraries by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1443";>langchain4j/langchain4j#1443</a></li> <li><a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 1 / 4: Addresses <code>EnumOutputParser</code> not being called by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1389";>langchain4j/langchain4j#1389</a></li> <li><a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 2 / 4: Addresses <code>EnumOutputParser</code> not working properly in some r… by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1392";>langchain4j/langchain4j#1392</a></li> <li>EmbeddingModelTextClassifier to embed all samples per labels at once by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1448";>langchain4j/langchain4j#1448</a></li> <li>Fix a enum serialization issue leading to stackoverflow when creating schemas from classes by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1450";>langchain4j/langchain4j#1450</a></li> <li>Feat(<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1383";>#1383</a>): mutualise EmbeddingMatches handling by <a href="https://github.com/fb33";><code>@fb33</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1384";>langchain4j/langchain4j#1384</a></li> <li>automatically convert List<!-- raw HTML omitted --> into String[] by <a href="https://github.com/humcqc";><code>@humcqc</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1394";>langchain4j/langchain4j#1394</a></li> <li>CohereEmbeddingModel: implement batching by <a href="https://github.com/Apetun";><code>@Apetun</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1445";>langchain4j/langchain4j#1445</a></li> <li>add glm-4v model by <a href="https://github.com/1402564807";><code>@1402564807</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1469";>langchain4j/langchain4j#1469</a></li> <li>Fix ollama client missing path issue by <a href="https://github.com/pangzixiang";><code>@pangzixiang</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1456";>langchain4j/langchain4j#1456</a></li> <li>Bump com.azure:azure-identity from 1.13.0 to 1.13.1 by <a href="https://github.com/jdubois";><code>@jdubois</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1478";>langchain4j/langchain4j#1478</a></li> <li>re <a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 5: Updated documentation. by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1473";>langchain4j/langchain4j#1473</a></li> <li>Update testcontainers version to 1.20.0 by <a href="https://github.com/eddumelendez";><code>@eddumelendez</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1488";>langchain4j/langchain4j#1488</a></li> <li>Bump com.knuddels:jtokkit from 1.0.0 to 1.1.0 by <a href="https://github.com/dafriz";><code>@dafriz</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1499";>langchain4j/langchain4j#1499</a></li> <li>DefaultRetrievalAugmentor: process in the same thread when single query and single retriever, otherwise use executor and cache threads for 1 second by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1479";>langchain4j/langchain4j#1479</a></li> <li>Release 0.33.0 by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1514";>langchain4j/langchain4j#1514</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/likaiqiang";><code>@likaiqiang</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1426";>langchain4j/langchain4j#1426</a></li> <li><a href="https://github.com/PrimosK";><code>@PrimosK</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1389";>langchain4j/langchain4j#1389</a></li> <li><a href="https://github.com/Apetun";><code>@Apetun</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1445";>langchain4j/langchain4j#1445</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/822f09cb1c6aa5599c9680103f48dac64939f9f4";><code>822f09c</code></a> Release 0.33.0 (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1514";>#1514</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/c407ff9d856e2d12f2f31c2ee54fe91289b95572";><code>c407ff9</code></a> Update CONTRIBUTING.md</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/a328d877c1a086de150b904cdb9ebcef7616acae";><code>a328d87</code></a> feat: ✨ add OVHcloud embedding models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1355";>#1355</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/5d26ddfde8a6812875dd441b213768d061ae5c2e";><code>5d26ddf</code></a> Adding support for Amazon Bedrock Titan Embedding Model V2 (amazon.titan-embe...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4ef7d0a033b4288ab88e01e3ec9b22818f62e1f4";><code>4ef7d0a</code></a> feat: ✨ add OVHcloud embedding models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1355";>#1355</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/3355fd911b113ebd94a9834ccdb2b7763a5b4f36";><code>3355fd9</code></a> [Feature] Pinecone: support storing metadata and embedding removal (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1400";>#1400</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/e848e6a88278954ab0b5063609ea731d97c0d1e8";><code>e848e6a</code></a> [Feature] Pinecone: support storing metadata and embedding removal (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1400";>#1400</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/44ac06355c66840d6d005e85b3c6c7585d3c74c5";><code>44ac063</code></a> Adding support to audio, video, PDF file inputs for multimodal models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1464";>#1464</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/762df2dc14985e87702dbc6ded934ab200771a09";><code>762df2d</code></a> Adding support for Amazon Bedrock Titan Embedding Model V2 (amazon.titan-embe...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4f09db98b8e7015389f5c99c577855d8acb289f7";><code>4f09db9</code></a> DefaultRetrievalAugmentor: process in the same thread when single query and s...</li> <li>Additional commits viewable in <a href="https://github.com/langchain4j/langchain4j/compare/0.32.0...0.33.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j-ollama` from 0.32.0 to 0.33.0 <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>0.33.0</h2> <h2>New Integrations</h2> <ul> <li>Redis: implement <code>RedisChatMemoryStore</code> by <a href="https://github.com/zambrinf";><code>@zambrinf</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1358";>langchain4j/langchain4j#1358</a></li> <li>OVHcloud: integrate embedding models by <a href="https://github.com/philippart-s";><code>@philippart-s</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1355";>langchain4j/langchain4j#1355</a></li> </ul> <h2>Notable Changes</h2> <ul> <li>Google Gemini: support audio, video and PDF inputs by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1464";>langchain4j/langchain4j#1464</a></li> <li>Ollama: migrate to Jackson by <a href="https://github.com/Martin7-1";><code>@Martin7-1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1072";>langchain4j/langchain4j#1072</a></li> <li>Amazon Bedrock: support Titan embedding model V2 (amazon.titan-embed-text-v2:0) by <a href="https://github.com/staleks";><code>@staleks</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1487";>langchain4j/langchain4j#1487</a></li> <li>Make enum values work with <code>@Description</code> annotation by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1398";>langchain4j/langchain4j#1398</a></li> <li>Make it possible to return list of enum values annotated with <code>@Description</code> annotation by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1410";>langchain4j/langchain4j#1410</a></li> <li>Chroma: support embedding removal by <a href="https://github.com/Heezer";><code>@Heezer</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1457";>langchain4j/langchain4j#1457</a></li> <li>Pinecone: support storing metadata and embedding removal by <a href="https://github.com/Martin7-1";><code>@Martin7-1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1400";>langchain4j/langchain4j#1400</a></li> </ul> <h2>Breaking Changes</h2> <ul> <li>Fix split packages by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1433";>langchain4j/langchain4j#1433</a></li> </ul> <p>We had to make some breaking changes to fix split package issues. Most of the changes should not affect your code; however, this one most probably will: <strong><em>All in-process ONNX model classes moved into their own unique packages</em></strong></p> <ul> <li><code>AllMiniLmL6V2EmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx.allminilml6v2</code> package</li> <li><code>AllMiniLmL6V2QuantizedEmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx.allminilml6v2q</code> package</li> <li><code>OnnxEmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx</code> package</li> <li>etc</li> </ul> <h2>Other Changes</h2> <ul> <li>Fix the incorrect endpoint for ERNIE-Speed-128K. by <a href="https://github.com/likaiqiang";><code>@likaiqiang</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1426";>langchain4j/langchain4j#1426</a></li> <li>Sanitize messages before sending to Qwen models by <a href="https://github.com/jiangsier-xyz";><code>@jiangsier-xyz</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1423";>langchain4j/langchain4j#1423</a></li> <li>[Doc] Refactor the Azure documentation by <a href="https://github.com/agoncal";><code>@agoncal</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1431";>langchain4j/langchain4j#1431</a></li> <li>Add Creating AzureOpenAiChatModel with Azure Credentials to the doc by <a href="https://github.com/agoncal";><code>@agoncal</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1435";>langchain4j/langchain4j#1435</a></li> <li>Fix zhipuai SystemMessage role field is empty by <a href="https://github.com/1402564807";><code>@1402564807</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1438";>langchain4j/langchain4j#1438</a></li> <li>Update the Vertex AI and Gemini SDK libraries by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1443";>langchain4j/langchain4j#1443</a></li> <li><a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 1 / 4: Addresses <code>EnumOutputParser</code> not being called by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1389";>langchain4j/langchain4j#1389</a></li> <li><a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 2 / 4: Addresses <code>EnumOutputParser</code> not working properly in some r… by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1392";>langchain4j/langchain4j#1392</a></li> <li>EmbeddingModelTextClassifier to embed all samples per labels at once by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1448";>langchain4j/langchain4j#1448</a></li> <li>Fix a enum serialization issue leading to stackoverflow when creating schemas from classes by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1450";>langchain4j/langchain4j#1450</a></li> <li>Feat(<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1383";>#1383</a>): mutualise EmbeddingMatches handling by <a href="https://github.com/fb33";><code>@fb33</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1384";>langchain4j/langchain4j#1384</a></li> <li>automatically convert List<!-- raw HTML omitted --> into String[] by <a href="https://github.com/humcqc";><code>@humcqc</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1394";>langchain4j/langchain4j#1394</a></li> <li>CohereEmbeddingModel: implement batching by <a href="https://github.com/Apetun";><code>@Apetun</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1445";>langchain4j/langchain4j#1445</a></li> <li>add glm-4v model by <a href="https://github.com/1402564807";><code>@1402564807</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1469";>langchain4j/langchain4j#1469</a></li> <li>Fix ollama client missing path issue by <a href="https://github.com/pangzixiang";><code>@pangzixiang</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1456";>langchain4j/langchain4j#1456</a></li> <li>Bump com.azure:azure-identity from 1.13.0 to 1.13.1 by <a href="https://github.com/jdubois";><code>@jdubois</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1478";>langchain4j/langchain4j#1478</a></li> <li>re <a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 5: Updated documentation. by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1473";>langchain4j/langchain4j#1473</a></li> <li>Update testcontainers version to 1.20.0 by <a href="https://github.com/eddumelendez";><code>@eddumelendez</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1488";>langchain4j/langchain4j#1488</a></li> <li>Bump com.knuddels:jtokkit from 1.0.0 to 1.1.0 by <a href="https://github.com/dafriz";><code>@dafriz</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1499";>langchain4j/langchain4j#1499</a></li> <li>DefaultRetrievalAugmentor: process in the same thread when single query and single retriever, otherwise use executor and cache threads for 1 second by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1479";>langchain4j/langchain4j#1479</a></li> <li>Release 0.33.0 by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1514";>langchain4j/langchain4j#1514</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/likaiqiang";><code>@likaiqiang</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1426";>langchain4j/langchain4j#1426</a></li> <li><a href="https://github.com/PrimosK";><code>@PrimosK</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1389";>langchain4j/langchain4j#1389</a></li> <li><a href="https://github.com/Apetun";><code>@Apetun</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1445";>langchain4j/langchain4j#1445</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/822f09cb1c6aa5599c9680103f48dac64939f9f4";><code>822f09c</code></a> Release 0.33.0 (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1514";>#1514</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/c407ff9d856e2d12f2f31c2ee54fe91289b95572";><code>c407ff9</code></a> Update CONTRIBUTING.md</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/a328d877c1a086de150b904cdb9ebcef7616acae";><code>a328d87</code></a> feat: ✨ add OVHcloud embedding models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1355";>#1355</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/5d26ddfde8a6812875dd441b213768d061ae5c2e";><code>5d26ddf</code></a> Adding support for Amazon Bedrock Titan Embedding Model V2 (amazon.titan-embe...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4ef7d0a033b4288ab88e01e3ec9b22818f62e1f4";><code>4ef7d0a</code></a> feat: ✨ add OVHcloud embedding models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1355";>#1355</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/3355fd911b113ebd94a9834ccdb2b7763a5b4f36";><code>3355fd9</code></a> [Feature] Pinecone: support storing metadata and embedding removal (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1400";>#1400</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/e848e6a88278954ab0b5063609ea731d97c0d1e8";><code>e848e6a</code></a> [Feature] Pinecone: support storing metadata and embedding removal (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1400";>#1400</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/44ac06355c66840d6d005e85b3c6c7585d3c74c5";><code>44ac063</code></a> Adding support to audio, video, PDF file inputs for multimodal models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1464";>#1464</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/762df2dc14985e87702dbc6ded934ab200771a09";><code>762df2d</code></a> Adding support for Amazon Bedrock Titan Embedding Model V2 (amazon.titan-embe...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4f09db98b8e7015389f5c99c577855d8acb289f7";><code>4f09db9</code></a> DefaultRetrievalAugmentor: process in the same thread when single query and s...</li> <li>Additional commits viewable in <a href="https://github.com/langchain4j/langchain4j/compare/0.32.0...0.33.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j-open-ai` from 0.32.0 to 0.33.0 <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>0.33.0</h2> <h2>New Integrations</h2> <ul> <li>Redis: implement <code>RedisChatMemoryStore</code> by <a href="https://github.com/zambrinf";><code>@zambrinf</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1358";>langchain4j/langchain4j#1358</a></li> <li>OVHcloud: integrate embedding models by <a href="https://github.com/philippart-s";><code>@philippart-s</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1355";>langchain4j/langchain4j#1355</a></li> </ul> <h2>Notable Changes</h2> <ul> <li>Google Gemini: support audio, video and PDF inputs by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1464";>langchain4j/langchain4j#1464</a></li> <li>Ollama: migrate to Jackson by <a href="https://github.com/Martin7-1";><code>@Martin7-1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1072";>langchain4j/langchain4j#1072</a></li> <li>Amazon Bedrock: support Titan embedding model V2 (amazon.titan-embed-text-v2:0) by <a href="https://github.com/staleks";><code>@staleks</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1487";>langchain4j/langchain4j#1487</a></li> <li>Make enum values work with <code>@Description</code> annotation by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1398";>langchain4j/langchain4j#1398</a></li> <li>Make it possible to return list of enum values annotated with <code>@Description</code> annotation by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1410";>langchain4j/langchain4j#1410</a></li> <li>Chroma: support embedding removal by <a href="https://github.com/Heezer";><code>@Heezer</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1457";>langchain4j/langchain4j#1457</a></li> <li>Pinecone: support storing metadata and embedding removal by <a href="https://github.com/Martin7-1";><code>@Martin7-1</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1400";>langchain4j/langchain4j#1400</a></li> </ul> <h2>Breaking Changes</h2> <ul> <li>Fix split packages by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1433";>langchain4j/langchain4j#1433</a></li> </ul> <p>We had to make some breaking changes to fix split package issues. Most of the changes should not affect your code; however, this one most probably will: <strong><em>All in-process ONNX model classes moved into their own unique packages</em></strong></p> <ul> <li><code>AllMiniLmL6V2EmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx.allminilml6v2</code> package</li> <li><code>AllMiniLmL6V2QuantizedEmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx.allminilml6v2q</code> package</li> <li><code>OnnxEmbeddingModel</code> moved from <code>dev.langchain4j.model.embedding</code> into <code>dev.langchain4j.model.embedding.onnx</code> package</li> <li>etc</li> </ul> <h2>Other Changes</h2> <ul> <li>Fix the incorrect endpoint for ERNIE-Speed-128K. by <a href="https://github.com/likaiqiang";><code>@likaiqiang</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1426";>langchain4j/langchain4j#1426</a></li> <li>Sanitize messages before sending to Qwen models by <a href="https://github.com/jiangsier-xyz";><code>@jiangsier-xyz</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1423";>langchain4j/langchain4j#1423</a></li> <li>[Doc] Refactor the Azure documentation by <a href="https://github.com/agoncal";><code>@agoncal</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1431";>langchain4j/langchain4j#1431</a></li> <li>Add Creating AzureOpenAiChatModel with Azure Credentials to the doc by <a href="https://github.com/agoncal";><code>@agoncal</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1435";>langchain4j/langchain4j#1435</a></li> <li>Fix zhipuai SystemMessage role field is empty by <a href="https://github.com/1402564807";><code>@1402564807</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1438";>langchain4j/langchain4j#1438</a></li> <li>Update the Vertex AI and Gemini SDK libraries by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1443";>langchain4j/langchain4j#1443</a></li> <li><a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 1 / 4: Addresses <code>EnumOutputParser</code> not being called by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1389";>langchain4j/langchain4j#1389</a></li> <li><a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 2 / 4: Addresses <code>EnumOutputParser</code> not working properly in some r… by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1392";>langchain4j/langchain4j#1392</a></li> <li>EmbeddingModelTextClassifier to embed all samples per labels at once by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1448";>langchain4j/langchain4j#1448</a></li> <li>Fix a enum serialization issue leading to stackoverflow when creating schemas from classes by <a href="https://github.com/glaforge";><code>@glaforge</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1450";>langchain4j/langchain4j#1450</a></li> <li>Feat(<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1383";>#1383</a>): mutualise EmbeddingMatches handling by <a href="https://github.com/fb33";><code>@fb33</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1384";>langchain4j/langchain4j#1384</a></li> <li>automatically convert List<!-- raw HTML omitted --> into String[] by <a href="https://github.com/humcqc";><code>@humcqc</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1394";>langchain4j/langchain4j#1394</a></li> <li>CohereEmbeddingModel: implement batching by <a href="https://github.com/Apetun";><code>@Apetun</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1445";>langchain4j/langchain4j#1445</a></li> <li>add glm-4v model by <a href="https://github.com/1402564807";><code>@1402564807</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1469";>langchain4j/langchain4j#1469</a></li> <li>Fix ollama client missing path issue by <a href="https://github.com/pangzixiang";><code>@pangzixiang</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1456";>langchain4j/langchain4j#1456</a></li> <li>Bump com.azure:azure-identity from 1.13.0 to 1.13.1 by <a href="https://github.com/jdubois";><code>@jdubois</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1478";>langchain4j/langchain4j#1478</a></li> <li>re <a href="https://redirect.github.com/langchain4j/langchain4j/issues/725";>#725</a>: PR 5: Updated documentation. by <a href="https://github.com/PrimosK";><code>@PrimosK</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1473";>langchain4j/langchain4j#1473</a></li> <li>Update testcontainers version to 1.20.0 by <a href="https://github.com/eddumelendez";><code>@eddumelendez</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1488";>langchain4j/langchain4j#1488</a></li> <li>Bump com.knuddels:jtokkit from 1.0.0 to 1.1.0 by <a href="https://github.com/dafriz";><code>@dafriz</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1499";>langchain4j/langchain4j#1499</a></li> <li>DefaultRetrievalAugmentor: process in the same thread when single query and single retriever, otherwise use executor and cache threads for 1 second by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1479";>langchain4j/langchain4j#1479</a></li> <li>Release 0.33.0 by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1514";>langchain4j/langchain4j#1514</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/likaiqiang";><code>@likaiqiang</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1426";>langchain4j/langchain4j#1426</a></li> <li><a href="https://github.com/PrimosK";><code>@PrimosK</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1389";>langchain4j/langchain4j#1389</a></li> <li><a href="https://github.com/Apetun";><code>@Apetun</code></a> made their first contribution in <a href="https://redirect.github.com/langchain4j/langchain4j/pull/1445";>langchain4j/langchain4j#1445</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/822f09cb1c6aa5599c9680103f48dac64939f9f4";><code>822f09c</code></a> Release 0.33.0 (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1514";>#1514</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/c407ff9d856e2d12f2f31c2ee54fe91289b95572";><code>c407ff9</code></a> Update CONTRIBUTING.md</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/a328d877c1a086de150b904cdb9ebcef7616acae";><code>a328d87</code></a> feat: ✨ add OVHcloud embedding models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1355";>#1355</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/5d26ddfde8a6812875dd441b213768d061ae5c2e";><code>5d26ddf</code></a> Adding support for Amazon Bedrock Titan Embedding Model V2 (amazon.titan-embe...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4ef7d0a033b4288ab88e01e3ec9b22818f62e1f4";><code>4ef7d0a</code></a> feat: ✨ add OVHcloud embedding models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1355";>#1355</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/3355fd911b113ebd94a9834ccdb2b7763a5b4f36";><code>3355fd9</code></a> [Feature] Pinecone: support storing metadata and embedding removal (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1400";>#1400</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/e848e6a88278954ab0b5063609ea731d97c0d1e8";><code>e848e6a</code></a> [Feature] Pinecone: support storing metadata and embedding removal (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1400";>#1400</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/44ac06355c66840d6d005e85b3c6c7585d3c74c5";><code>44ac063</code></a> Adding support to audio, video, PDF file inputs for multimodal models (<a href="https://redirect.github.com/langchain4j/langchain4j/issues/1464";>#1464</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/762df2dc14985e87702dbc6ded934ab200771a09";><code>762df2d</code></a> Adding support for Amazon Bedrock Titan Embedding Model V2 (amazon.titan-embe...</li> <li><a href="https://github.com/langchain4j/langchain4j/commit/4f09db98b8e7015389f5c99c577855d8acb289f7";><code>4f09db9</code></a> DefaultRetrievalAugmentor: process in the same thread when single query and s...</li> <li>Additional commits viewable in <a href="https://github.com/langchain4j/langchain4j/compare/0.32.0...0.33.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j-embeddings` from 0.32.0 to 0.33.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain4j/langchain4j-embeddings/releases";>dev.langchain4j:langchain4j-embeddings's releases</a>.</em></p> <blockquote> <h2>0.33.0</h2> <h2>What's Changed</h2> <ul> <li>Fix split packages by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j-embeddings/pull/33";>langchain4j/langchain4j-embeddings#33</a></li> <li>Process in the same thread when embedding single segment, otherwise use executor and cache threads for 1 second by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j-embeddings/pull/34";>langchain4j/langchain4j-embeddings#34</a></li> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/1de0cf2017c8455d4209b38dcf5b48c5b05ab104";>Fixed</a> <a href="https://redirect.github.com/langchain4j/langchain4j/issues/743";>langchain4j/langchain4j#743</a></li> <li>Release 0.33.0 by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j-embeddings/pull/35";>langchain4j/langchain4j-embeddings#35</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/langchain4j/langchain4j-embeddings/compare/0.32.0...0.33.0";>https://github.com/langchain4j/langchain4j-embeddings/compare/0.32.0...0.33.0</a></p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/9820d5ff5ef30b5260c9070469dbca158f1532b2";><code>9820d5f</code></a> Release 0.33.0 (<a href="https://redirect.github.com/langchain4j/langchain4j-embeddings/issues/35";>#35</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/1de0cf2017c8455d4209b38dcf5b48c5b05ab104";><code>1de0cf2</code></a> Fixed <a href="https://redirect.github.com/langchain4j/langchain4j/issues/743";>langchain4j/langchain4j#743</a></li> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/e30b3463320c50d258d6f6e49b9c682627beec90";><code>e30b346</code></a> Process in the same thread when embedding single segment, otherwise use execu...</li> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/b1c19508dc469b88c66a222141dc16fe09380852";><code>b1c1950</code></a> Fix split packages (<a href="https://redirect.github.com/langchain4j/langchain4j-embeddings/issues/33";>#33</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/57e8e38bc92f8a937bf6e65cc30835f5af6323c5";><code>57e8e38</code></a> changed version to 0.33.0-SNAPSHOT</li> <li>See full diff in <a href="https://github.com/langchain4j/langchain4j-embeddings/compare/0.32.0...0.33.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j-embeddings-all-minilm-l6-v2` from 0.32.0 to 0.33.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain4j/langchain4j-embeddings/releases";>dev.langchain4j:langchain4j-embeddings-all-minilm-l6-v2's releases</a>.</em></p> <blockquote> <h2>0.33.0</h2> <h2>What's Changed</h2> <ul> <li>Fix split packages by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j-embeddings/pull/33";>langchain4j/langchain4j-embeddings#33</a></li> <li>Process in the same thread when embedding single segment, otherwise use executor and cache threads for 1 second by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j-embeddings/pull/34";>langchain4j/langchain4j-embeddings#34</a></li> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/1de0cf2017c8455d4209b38dcf5b48c5b05ab104";>Fixed</a> <a href="https://redirect.github.com/langchain4j/langchain4j/issues/743";>langchain4j/langchain4j#743</a></li> <li>Release 0.33.0 by <a href="https://github.com/langchain4j";><code>@langchain4j</code></a> in <a href="https://redirect.github.com/langchain4j/langchain4j-embeddings/pull/35";>langchain4j/langchain4j-embeddings#35</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/langchain4j/langchain4j-embeddings/compare/0.32.0...0.33.0";>https://github.com/langchain4j/langchain4j-embeddings/compare/0.32.0...0.33.0</a></p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/9820d5ff5ef30b5260c9070469dbca158f1532b2";><code>9820d5f</code></a> Release 0.33.0 (<a href="https://redirect.github.com/langchain4j/langchain4j-embeddings/issues/35";>#35</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/1de0cf2017c8455d4209b38dcf5b48c5b05ab104";><code>1de0cf2</code></a> Fixed <a href="https://redirect.github.com/langchain4j/langchain4j/issues/743";>langchain4j/langchain4j#743</a></li> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/e30b3463320c50d258d6f6e49b9c682627beec90";><code>e30b346</code></a> Process in the same thread when embedding single segment, otherwise use execu...</li> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/b1c19508dc469b88c66a222141dc16fe09380852";><code>b1c1950</code></a> Fix split packages (<a href="https://redirect.github.com/langchain4j/langchain4j-embeddings/issues/33";>#33</a>)</li> <li><a href="https://github.com/langchain4j/langchain4j-embeddings/commit/57e8e38bc92f8a937bf6e65cc30835f5af6323c5";><code>57e8e38</code></a> changed version to 0.33.0-SNAPSHOT</li> <li>See full diff in <a href="https://github.com/langchain4j/langchain4j-embeddings/compare/0.32.0...0.33.0";>compare view</a></li> </ul> </details> <br /> Updates `dev.langchain4j:langchain4j-web-search-engine-tavily` from 0.32.0 to 0.33.0 Updates `dev.langchain4j:langchain4j-web-search-engine-google-custom` from 0.32.0 to 0.33.0 Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. 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