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Proposal: Spring AI Alibaba Example Planning #299

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yuluo-yx opened this issue Dec 21, 2024 · 0 comments
Open

Proposal: Spring AI Alibaba Example Planning #299

yuluo-yx opened this issue Dec 21, 2024 · 0 comments
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area/example Spring AI Alibaba Examples help wanted Extra attention is needed

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@yuluo-yx
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yuluo-yx commented Dec 21, 2024

Bgc

Recently, there have been many discussions in the discussion group about how Spring AI Alibaba adapts to local large models and how to use json mode, how LLMs return typewriter effects, and how SAA applications are registered with Nacos. In order to solve this problem, the community decided to separate the example module into a separate repository. We hope that this repository will contain all sample projects and best practices related to Spring AI Alibaba and AI. Interested partners are welcome to come and communicate together.

First phase

At this stage, the main task is to migrate the spring ai alibaba example and prepare some initialization work for the project.

Todo

example example 描述 status pr github id
Audio Example 实现文生语音和语音转移成文本,调用方式 call stream async 进行中
Image Example 根据文本生成图片 call 和 stream 进行中 @wblu214
Function Calling Plugin Example 第一阶段将 saa 的 plugin 集成过来,时间充裕可以多搞几个 进行中 springaialibaba/spring-ai-alibaba-examples#9 @TeddyHu @PolarishT
RAG Example rag 的示例,不包含 Vector Store 进行中 @wblu214
Chat Example 最基本的聊天功能,包含 chat model 和 chat client 已完成 springaialibaba/spring-ai-alibaba-examples#1 @yuluo-yx
Structured Example 结构化输出,将 LLMs 的返回结果映射到 java bean 进行中
Observability Example 可观测使用示例 进行中
Agent Example 一期将 saa 的机票助手 cv 过来就好,二期会做一些较高级的示例( 可以把模块名也一起改一下 agent-example) 已完成 springaialibaba/spring-ai-alibaba-examples#12 @Garciatolearn
Prompt Example prompt 模板示例 进行中 @why-ohh
Multi Model Example 多模态示例 进行中 @Kwings
整合 chat image audio 的前端项目 初步做一个整合 chat image audio 的前端项目 进行中 @LofiSu
Vector Store example Redis ES 等其他数据库实现,单独建立一个 spring-ai-alibaba-vectorstore-example 进行中 @wstever
Memory example spring ai memory example,单独建一个 spring-ai-memory- 进行中 @wblu214

Second phase

We are going to build more examples including third-party large models such as openai and spring ai alibaba ecosystem examples, such as nacos prompt, etc.

背景

最近讨论群中出现了好多关于 Spring AI Alibaba 如何适配本地大模型以及如何使用 json mode,LLMs 返回打字机效果,SAA 应用注册到 Nacos 的相关问题,为了解决这一问题。社区决定将 example 模块单独拆分出来到一个单独的仓库。我们希望此仓库中包含所有和 Spring AI Alibaba 以及 AI 相关的示例项目和最佳实践。欢迎感兴趣的小伙伴来一起交流

一期

此阶段主要任务是迁移 Spring AI Alibaba 示例以及准备一些初始化工作以及项目。

二期

我们准备建设更多的 example 包含 openai 等第三方大模型 和 spring ai alibaba 生态示例,例如 nacos prompt 等.

@yuluo-yx yuluo-yx added help wanted Extra attention is needed area/example Spring AI Alibaba Examples labels Dec 21, 2024
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