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MistralAi streaming blank (#1243)\n\n## Issue\r\nhttps://github.com/langchain4j/langchain4j/issues/1218\r\n\r\n\r\n## Change\r\n```java\r\nMistralAiChatCompletionChoice choice = chatCompletionResponse.getChoices().get(0);\r\n\r\nString chunk = choice.getDelta().getContent();\r\nif (isNotNullOrEmpty(chunk)) { // changed form `isNotNullOrBlank` to `isNotNullOrEmpty`\r\n    contentBuilder.append(chunk);\r\n    handler.onNext(chunk);\r\n}\r\n```\r\n\r\n\r\n## General checklist\r\n<!-- Please double-check the following points and mark them like this:\r\n[X] -->\r\n- [X] There are no breaking changes\r\n- [X] I have added unit and integration tests for my change\r\n- [X] I have manually run all the unit and integration tests in the\r\nmodule I have added/changed, and they are all green\r\n- [ ] I have manually run all the unit and integration tests in the\r\n[core](https://github.com/langchain4j/langchain4j/tree/main/langchain4j-core)\r\nand\r\n[main](https://github.com/langchain4j/langchain4j/tree/main/langchain4j)\r\nmodules, and they are all green\r\n<!-- Before adding documentation and example(s) (below), please wait\r\nuntil the PR is reviewed and approved. -->\r\n- [ ] I have added/updated the\r\n[documentation](https://github.com/langchain4j/langchain4j/tree/main/docs/docs)\r\n- [ ] I have added an example in the [examples\r\nrepo](https://github.com/langchain4j/langchain4j-examples) (only for\r\n\"big\" features)","shortMessageHtmlLink":"Bugfix 1218 - 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For\r\nexample: https://github.com/langchain4j/langchain4j/issues/1012 -->\r\n#1168 \r\n\r\n## Change\r\n<!-- Please describe the changes you made. -->\r\nAdd the `MilvusEmbeddingStore` method to implement `remove(String id)`,\r\n`removeAll(Collection<String> ids)`, `removeAll(Filter filter)`,\r\n`removeAll()`.\r\nAdd unit test `MilvusEmbeddingStoreRemoveIT`\r\n\r\n## General checklist\r\n<!-- Please double-check the following points and mark them like this:\r\n[X] -->\r\n- [x] There are no breaking changes\r\n- [x] I have added unit and integration tests for my change\r\n- [x] I have manually run all the unit and integration tests in the\r\nmodule I have added/changed, and they are all green\r\n- [ ] I have manually run all the unit and integration tests in the\r\n[core](https://github.com/langchain4j/langchain4j/tree/main/langchain4j-core)\r\nand\r\n[main](https://github.com/langchain4j/langchain4j/tree/main/langchain4j)\r\nmodules, and they are all green\r\n<!-- Before adding documentation and example(s) (below), please wait\r\nuntil the PR is reviewed and approved. -->\r\n- [ ] I have added/updated the\r\n[documentation](https://github.com/langchain4j/langchain4j/tree/main/docs/docs)\r\n- [ ] I have added an example in the [examples\r\nrepo](https://github.com/langchain4j/langchain4j-examples) (only for\r\n\"big\" features)\r\n\r\n## Checklist for changing existing embedding store integration\r\n<!-- Please double-check the following points and mark them like this:\r\n[X] -->\r\n- [ ] I have manually verified that the\r\n`{NameOfIntegration}EmbeddingStore` works correctly with the data\r\npersisted using the latest released version of LangChain4j","shortMessageHtmlLink":"Implement embedding removal methods for Milvus embedding store (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2317563088\" data-permission-text=\"Title is private\" data-url=\"https://github.com/langchain4j/langchain4j/issues/1172\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/langchain4j/langchain4j/pull/1172/hovercard\" href=\"https://github.com/langchain4j/langchain4j/pull/1172\">#1172</a>)"}},{"before":"1f5692195553709a6978d5fa9f2c75b9bec09e95","after":"21c73a6f3a08955cf2d64d95927f1e36776d3a94","ref":"refs/heads/milvus-improve-insert-performance","pushedAt":"2024-06-06T13:38:56.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"langchain4j","name":"LangChain4j","path":"/langchain4j","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/132277850?s=80&v=4"},"commit":{"message":"Milvus: improve insert performance (avoid flushing after each insert)","shortMessageHtmlLink":"Milvus: improve insert performance (avoid flushing after each insert)"}},{"before":"22d0a5fbb5f32d59e054a131a8abb9cdb888a7ec","after":"bdc4c5730f13865dd060e806537472ceabaeb102","ref":"refs/heads/main","pushedAt":"2024-06-06T12:40:06.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"langchain4j","name":"LangChain4j","path":"/langchain4j","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/132277850?s=80&v=4"},"commit":{"message":"增加智谱model类型 (#1239)\n\nzhipu-ai新增了model类型\r\n\r\nCo-authored-by: luoaz <luoaz@zhihuizhengan.com>","shortMessageHtmlLink":"增加智谱model类型 (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2338145962\" data-permission-text=\"Title is private\" data-url=\"https://github.com/langchain4j/langchain4j/issues/1239\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/langchain4j/langchain4j/pull/1239/hovercard\" href=\"https://github.com/langchain4j/langchain4j/pull/1239\">#1239</a>)"}},{"before":"45a4386ca056a768d28a59e844eb6b85507b0c65","after":"22d0a5fbb5f32d59e054a131a8abb9cdb888a7ec","ref":"refs/heads/main","pushedAt":"2024-06-06T12:38:22.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"langchain4j","name":"LangChain4j","path":"/langchain4j","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/132277850?s=80&v=4"},"commit":{"message":"Add a Tokenizer to Azure OpenAI (#1222)\n\nToday the Azure OpenAI module does not have its own Tokenizer. 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Not just for test\r\npurposes (this PR removes the dependency to `langchain4j-open-ai`) but\r\nalso Azure OpenAI can be used for RAG without the need of the\r\n`OpenAITokenizer`.\r\n\r\nFor that I had to change all the `ModelName` classes\r\n(`AzureOpenAiChatModelName`, `AzureOpenAiEmbeddingModelName`...) to add\r\nthe model name (eg. `gpt-35-turbo-0301`), the model type (eg.\r\n`gpt-3.5-turbo`, notice the dot `.` in `3.5`) and version.\r\n\r\nThe `AzureOpenAiTokenizer` is a copy/paste from `OpenAiTokenizer`.\r\n\r\nAll `AzureOpenAiTokenizerTest` tests pass.\r\n\r\n## General checklist\r\n<!-- Please double-check the following points and mark them like this:\r\n[X] -->\r\n- [x] There are no breaking changes\r\n- [x] I have added unit and integration tests for my change\r\n- [x] I have manually run all the unit and integration tests in the\r\nmodule I have added/changed, and they are all green\r\n- [ ] I have manually run all the unit and integration tests in the\r\n[core](https://github.com/langchain4j/langchain4j/tree/main/langchain4j-core)\r\nand\r\n[main](https://github.com/langchain4j/langchain4j/tree/main/langchain4j)\r\nmodules, and they are all green\r\n<!-- Before adding documentation and example(s) (below), please wait\r\nuntil the PR is reviewed and approved. -->\r\n- [ ] I have added/updated the\r\n[documentation](https://github.com/langchain4j/langchain4j/tree/main/docs/docs)\r\n- [ ] I have added an example in the [examples\r\nrepo](https://github.com/langchain4j/langchain4j-examples) (only for\r\n\"big\" features)","shortMessageHtmlLink":"Add a Tokenizer to Azure OpenAI (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2331069081\" data-permission-text=\"Title is private\" data-url=\"https://github.com/langchain4j/langchain4j/issues/1222\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/langchain4j/langchain4j/pull/1222/hovercard\" href=\"https://github.com/langchain4j/langchain4j/pull/1222\">#1222</a>)"}},{"before":"bddaa13a01305999dc5a441fc17269c42231fec1","after":"45a4386ca056a768d28a59e844eb6b85507b0c65","ref":"refs/heads/main","pushedAt":"2024-06-06T12:10:28.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"langchain4j","name":"LangChain4j","path":"/langchain4j","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/132277850?s=80&v=4"},"commit":{"message":"Implementation of a lambda based streaming response handler (#1148)\n\nThe idea is to be able to have a couple utility static methods\r\ndevelopers can import to be able to use lambdas to handle streamed\r\ntokens coming from the model they use:\r\n\r\n```java\r\nmodel.generate(\"Why is the sky blue?\",\r\n       onNext(text -> System.out.println(text));\r\nmodel.generate(\"Why is the sky blue?\",\r\n       onNext(System.out::println);\r\nmodel.generate(\"Why is the sky blue?\",\r\n       onNextAndError(System.out::println, Throwable::printStackTrace));\r\n```","shortMessageHtmlLink":"Implementation of a lambda based streaming response handler (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2312335811\" data-permission-text=\"Title is private\" data-url=\"https://github.com/langchain4j/langchain4j/issues/1148\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/langchain4j/langchain4j/pull/1148/hovercard\" href=\"https://github.com/langchain4j/langchain4j/pull/1148\">#1148</a>)"}},{"before":"e8ae23b51cf8f1941598b1b8dd95480995aad58c","after":"bddaa13a01305999dc5a441fc17269c42231fec1","ref":"refs/heads/main","pushedAt":"2024-06-06T11:59:12.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"langchain4j","name":"LangChain4j","path":"/langchain4j","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/132277850?s=80&v=4"},"commit":{"message":"Migrate Mistral AI from Gson to Jackson (#1226)\n\n## Issue\r\nhttps://github.com/langchain4j/langchain4j/issues/1042\r\n\r\n\r\n## Change\r\nThis PR migrates Mistral AI module only from Gson to Jackson according\r\nrefactor plan.\r\nI've decided to begin with JSON migration before implement more breaking\r\nchanges in Mistral AI module.\r\n\r\n@langchain4j take account that this PR is pre-requisite to implement\r\nCodestral fill-in-the-middle endpoint. [FIM\r\nfeature](https://docs.mistral.ai/capabilities/code_generation/) will\r\nallow to the users define the starting point of the code using a\r\n`prompt`. FIM feature PR is waiting for this PR.\r\n\r\n## General checklist\r\n<!-- Please double-check the following points and mark them like this:\r\n[X] -->\r\n- [ ] There are no breaking changes\r\n- [X] I have added unit and integration tests for my change\r\n- [X] I have manually run all the unit and integration tests in the\r\nmodule I have added/changed, and they are all green\r\n- [X] I have manually run all the unit and integration tests in the\r\n[core](https://github.com/langchain4j/langchain4j/tree/main/langchain4j-core)\r\nand\r\n[main](https://github.com/langchain4j/langchain4j/tree/main/langchain4j)\r\nmodules, and they are all green\r\n<!-- Before adding documentation and example(s) (below), please wait\r\nuntil the PR is reviewed and approved. -->\r\n- [ ] I have added/updated the\r\n[documentation](https://github.com/langchain4j/langchain4j/tree/main/docs/docs)\r\n- [ ] I have added an example in the [examples\r\nrepo](https://github.com/langchain4j/langchain4j-examples) (only for\r\n\"big\" features)","shortMessageHtmlLink":"Migrate Mistral AI from Gson to Jackson (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2332592655\" data-permission-text=\"Title is private\" data-url=\"https://github.com/langchain4j/langchain4j/issues/1226\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/langchain4j/langchain4j/pull/1226/hovercard\" href=\"https://github.com/langchain4j/langchain4j/pull/1226\">#1226</a>)"}},{"before":"38f2ac638eedb25f50911e9a37e858454006ba84","after":null,"ref":"refs/heads/update-model-listener-api","pushedAt":"2024-06-06T11:26:54.000Z","pushType":"branch_deletion","commitsCount":0,"pusher":{"login":"langchain4j","name":"LangChain4j","path":"/langchain4j","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/132277850?s=80&v=4"}},{"before":"caa125b65720bb593ced75cfbf3526cd287804bb","after":"e8ae23b51cf8f1941598b1b8dd95480995aad58c","ref":"refs/heads/main","pushedAt":"2024-06-06T11:26:53.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"langchain4j","name":"LangChain4j","path":"/langchain4j","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/132277850?s=80&v=4"},"commit":{"message":"Updated model listener API to be more integration friendly (#1229)\n\n## Issue\r\n[ModelListener](https://github.com/langchain4j/langchain4j/pull/1058)\r\ndoes not allow passing data between methods of the same listener or\r\nbetween multiple listeners.\r\n\r\n## Change\r\n- added attributes to allow passing data between listener methods or\r\nmultiple listeners\r\n- changed generic model listener to model-specific listener\r\n\r\n\r\n## General checklist\r\n- [ ] There are no breaking changes\r\n- [X] I have added unit and integration tests for my change\r\n- [X] I have manually run all the unit and integration tests in the\r\nmodule I have added/changed, and they are all green\r\n- [X] I have manually run all the unit and integration tests in the\r\n[core](https://github.com/langchain4j/langchain4j/tree/main/langchain4j-core)\r\nand\r\n[main](https://github.com/langchain4j/langchain4j/tree/main/langchain4j)\r\nmodules, and they are all green\r\n- [ ] I have added/updated the\r\n[documentation](https://github.com/langchain4j/langchain4j/tree/main/docs/docs)\r\n- [ ] I have added an example in the [examples\r\nrepo](https://github.com/langchain4j/langchain4j-examples) (only for\r\n\"big\" features)","shortMessageHtmlLink":"Updated model listener API to be more integration friendly (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2333385204\" data-permission-text=\"Title is private\" data-url=\"https://github.com/langchain4j/langchain4j/issues/1229\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/langchain4j/langchain4j/pull/1229/hovercard\" href=\"https://github.com/langchain4j/langchain4j/pull/1229\">#1229</a>)"}},{"before":"3b17b07e21548630797dad9ab41d7923e245ba84","after":"caa125b65720bb593ced75cfbf3526cd287804bb","ref":"refs/heads/main","pushedAt":"2024-06-06T07:58:54.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"langchain4j","name":"LangChain4j","path":"/langchain4j","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/132277850?s=80&v=4"},"commit":{"message":"Allow HtmlTextExtractor to extract relative links from document (#726)\n\nBy default `org.jsoup.parser` uses `\"\"` base url while parsing HTML\r\ndocument. 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