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#SpringAI

2 posts2 participants0 posts today
Public
Habr

[Перевод] Model Context Protocol от Spring AI в Java SDK – новый стандарт для интеграции ИИ в экосистеме Java

Новый перевод от команды Spring АйО расскажет вам, что такое Model Context Protocol (MCP) и как его внедрение в экосистему Java упрощает жизнь разработчикам систем, в работе которых используется искусственный интеллект и LLM, а также передача большого количества данных между различными компонентами.

habr.com/ru/companies/spring_a

ХабрModel Context Protocol от Spring AI в Java SDK – новый стандарт для интеграции ИИ в экосистеме JavaНовый перевод от команды Spring АйО расскажет вам, что такое Model Context Protocol (MCP) и как его внедрение в экосистему Java упрощает жизнь разработчикам систем, в работе которых используется...
#java#mcp#springai
Public
Thomas Vitale ☀️

Spring AI has just released version M6, which includes the new tool calling capabilities and improvements that I have been working on over the past few weeks.

To celebrate the new tool calling features, the Spring AI team generated a song: "If I had a tool". suno.com/song/7b04cdee-0cb3-47

Check out the new tool calling documentation: docs.spring.io/spring-ai/refer

Learn more about all the new features in M6: spring.io/blog/2025/02/14/spri

Tool Calling Java source code: --- class DateTimeTools { @Tool(description = "Get the current date and time in the user's timezone") String getCurrentDateTime() { return LocalDateTime.now().atZone(LocaleContextHolder.getTimeZone().toZoneId()).toString(); } } String response = ChatClient.create(chatModel) .prompt("What day is tomorrow?") .tools(new DateTimeTools()) .call() .content(); --- @thomasvitale.com
#Java#AI#SpringAI
Public
Nick Kuhn

Thanks to Dan Vega and @dashaun for hanging out with Nicky Pike and me on Cloud Foundry Weekly! Be sure to catch the recording to get the latest news in the #Spring #SpringAI and #cloudfoundry ecosystems.

Make sure to subscribe to our YouTube channel to be notified of our next episode!

Listen in at:
cloudfoundryweekly.com/episode

Watch the replay:
youtube.com/watch?v=EDAjySENoM4

Cloud Foundry WeeklyCloud Foundry Weekly | Spring Office Hours Crossover : Cloud Foundry Weekly : Episode 44DaShaun Carter and Dan Vega will join the show this week to give an update on what's going on in the world of Spring! Don't miss this episode to see how you can pair Cloud Foundry with our favorite...
Public
Thomas Vitale ☀️

Ollama supports structured outputs, constraining the model's output to be compliant with a given JSON Schema. I was happy to contribute support for this feature in Spring AI, allowing you to define an explicit JSON Schema or rely on a BeanOutputConverter to generate one for you from a Java class.

I also implemented an example application to showcase this new feature. Check it out! github.com/ThomasVitale/llm-ap

record CountryInfo( @JsonProperty(required = true) String name, @JsonProperty(required = true) String capital, @JsonProperty(required = true) List<String> languages ) {} @GetMapping("/chat") CountryInfo chatJsonOutput() { var outputConverter = new BeanOutputConverter<>(CountryInfo.class); return chatClient.prompt() .user("Tell me about Denmark") .options(OllamaOptions.builder() .format(outputConverter.getJsonSchemaMap()) .build()) .call() .entity(outputConverter); }
#AI#Ollama#SpringAI
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