spring-ai-alibaba-graph/spring-ai-alibaba-graph-core/src/main/java/com/alibaba/cloud/ai/graph/diagram/MermaidGenerator.java

spring-ai-alibaba-graph/spring-ai-alibaba-graph-core/src/main/java/com/alibaba/cloud/ai/graph/DiagramGenerator.java

community/memories/spring-ai-alibaba-jdbc-memory/src/main/java/com/alibaba/cloud/ai/memory/jdbc/JdbcChatMemory.java

community/memories/spring-ai-alibaba-redis-memory/src/main/java/com/alibaba/cloud/ai/memory/redis/RedisChatMemory.java

community/document-readers/spring-ai-alibaba-starter-document-reader-yuque/src/main/java/com/alibaba/cloud/ai/reader/yuque/YuQueDocumentReader.java

community/document-readers/spring-ai-alibaba-starter-document-reader-youtube/src/main/java/com/alibaba/cloud/ai/reader/youtube/YoutubeDocumentReader.java

community/document-readers/spring-ai-alibaba-starter-document-reader-onenote/src/main/java/com/alibaba/cloud/api/reader/onenote/OneNoteDocumentReader.java

community/document-readers/spring-ai-alibaba-starter-document-reader-obsidian/src/main/java/com/alibaba/cloud/ai/reader/obsidian/ObsidianDocumentReader.java

community/document-readers/spring-ai-alibaba-starter-document-reader-notion/src/main/java/com/alibaba/cloud/ai/reader/notion/NotionDocumentReader.java

community/document-readers/spring-ai-alibaba-starter-document-reader-mysql/src/main/java/com/alibaba/cloud/ai/reader/mysql/MySQLDocumentReader.java

community/document-readers/spring-ai-alibaba-starter-document-reader-larksuite/src/main/java/com/alibaba/cloud/ai/reader/feishu/FeiShuDocumentReader.java

community/document-readers/spring-ai-alibaba-starter-document-reader-elasticsearch/src/main/java/com/alibaba/cloud/ai/document/reader/es/ElasticsearchDocumentReader.java

community/document-readers/spring-ai-alibaba-starter-document-reader-bilibili/src/main/java/com/alibaba/cloud/ai/reader/bilibili/BilibiliDocumentReader.java

community/document-parsers/spring-ai-alibaba-starter-document-parser-pdf-tables/src/main/java/com/alibaba/cloud/ai/parser/pdf/tables/PdfTablesParser.java

community/document-parsers/spring-ai-alibaba-starter-document-parser-markdown/src/main/java/com/alibaba/cloud/ai/parser/markdown/MarkdownDocumentParser.java

spring-ai-alibaba-core/src/main/java/com/alibaba/cloud/ai/document/DocumentParser.java

spring-ai-client-chat/src/main/java/org/springframework/ai/evaluation/Evaluator.java

Prompt实现了ModelRequest方法，其getInstructions返回的类型为List<Message>，其getContents方法遍历getInstructions添加message.getText()

序本文主要研究一下Spring AI的Multimodality示例chatModel示例 {代码...} chatClient示例 {代码...} 目前是如下几种模型支持多模态Anthropic Claude 3AWS Bedrock ConverseAzure Open AI (e.g. GPT-4o models)Mistral AI (e.g. Mistral Pixtral models)Ollama (e.g. LLaVA, BakLLaVA, Llama3.2 models)OpenAI (e.g. GPT...

ToolCallback继承了FunctionCallback接口，不过FunctionCallback接口即将被废弃，它主要定义了getToolDefinition、getToolMetadata、call方法，它两个基本实现，分别是MethodToolCallback、FunctionToolCallback

StructuredOutputConverter接口继承了Converter、FormatProvider接口，它有两个抽象类，分别是AbstractMessageOutputConverter、AbstractConversionServiceOutputConverter

有TextReader、JsonReader、JsoupDocumentReader、MarkdownDocumentReader、PagePdfDocumentReader、ParagraphPdfDocumentReader、TikaDocumentReader这些实现

Spring AI受Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks启发实现了Modular RAG，主要分为如下几个阶段：Pre-Retrieval、Retrieval、Post-Retrieval、Generation

序本文主要研究一下Spring AI的PgVectorStore示例pom.xml {代码...} pgvector {代码...} 配置 {代码...} 设置initialize-schema为true，默认会执行如下初始化脚本： {代码...} 脚本源码：org/springframework/ai/vectorstore/pgvector/PgVectorStore.java {代码...} 代码 {代码...} 输出如下： {代码...} 源码PgVectorSt...

org/springframework/ai/vectorstore/redis/autoconfigure/RedisVectorStoreAutoConfiguration.java

org/springframework/ai/vectorstore/chroma/autoconfigure/ChromaVectorStoreAutoConfiguration.java

org/springframework/ai/vectorstore/milvus/autoconfigure/MilvusVectorStoreAutoConfiguration.java

序本文主要研究一下Spring AI的Image ModelImageModelorg/springframework/ai/image/ImageModel.java {代码...} ImageModel继承了Model接口，其call方法入参为ImagePrompt，返回ImageResponseImagePromptorg/springframework/ai/image/ImagePrompt.java {代码...} ImagePrompt实现了ModelRequest接口，它定义了messages...

spring-ai-core/src/main/java/org/springframework/ai/embedding/EmbeddingModel.java

spring-ai-core/src/main/java/org/springframework/ai/model/ModelRequest.java