Package com.bytedesk.ai.springai.controller

Class SpringAIRagController

java.lang.Object
com.bytedesk.ai.springai.controller.SpringAIRagController
@RestController @RequestMapping("/spring/ai/api/v1/rag") @ConditionalOnBean({org.springframework.ai.chat.model.ChatModel.class,org.springframework.ai.vectorstore.VectorStore.class,org.springframework.ai.embedding.EmbeddingModel.class}) public class SpringAIRagController extends Object
RAG知识库问答 https://docs.spring.io/spring-ai/reference/api/retrieval-augmented-generation.html https://mp.weixin.qq.com/s/ETmbEAE7lNligcM_A_GF8A https://www.xiaohongshu.com/explore/67b422600000000029008c9f?note_flow_source=wechat&xsec_token=CBKBzlIFWDRmY2lKlLXYLivyqzKeFCE-9sd-_DNTLH-rM=

  • Field Details

    • DEFAULT_CHAT_OBSERVATION_CONVENTION

      private static final org.springframework.ai.chat.client.observation.ChatClientObservationConvention DEFAULT_CHAT_OBSERVATION_CONVENTION

    • DEFAULT_ADVISOR_OBSERVATION_CONVENTION

      private static final org.springframework.ai.chat.client.advisor.observation.AdvisorObservationConvention DEFAULT_ADVISOR_OBSERVATION_CONVENTION

    • vectorStore

      private final org.springframework.ai.vectorstore.VectorStore vectorStore

    • embeddingModel

      private final org.springframework.ai.embedding.EmbeddingModel embeddingModel

    • primaryChatModel

      private final org.springframework.ai.chat.model.ChatModel primaryChatModel

    • observationRegistry

      private final io.micrometer.observation.ObservationRegistry observationRegistry

    • bytedeskProperties

      private final BytedeskProperties bytedeskProperties

  • Constructor Details

    • SpringAIRagController

      public SpringAIRagController()

  • Method Details

    • rag

      @GetMapping("/rag") org.springframework.http.ResponseEntity<JsonResult<?>> rag(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message, @RequestParam(value="kbUid",defaultValue="") String kbUid)

    • filter

      @GetMapping("/filter") org.springframework.http.ResponseEntity<JsonResult<?>> filter(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message, @RequestParam(value="kbUid",defaultValue="") String kbUid)

    • naiveRag

      @GetMapping("/naive-rag") org.springframework.http.ResponseEntity<JsonResult<?>> naiveRag(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message, @RequestParam(value="kbUid",defaultValue="") String kbUid)

    • advancedRag

      @GetMapping("/advanced-rag") org.springframework.http.ResponseEntity<JsonResult<?>> advancedRag(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message, @RequestParam(value="kbUid",defaultValue="") String kbUid)

    • compressionQueryTransformer

      @GetMapping("/compression-query-transformer") org.springframework.http.ResponseEntity<JsonResult<?>> compressionQueryTransformer(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message, @RequestParam(value="kbUid",defaultValue="") String kbUid)

    • rewriteQueryTransformer

      @GetMapping("/rewrite-query-transformer") org.springframework.http.ResponseEntity<JsonResult<?>> rewriteQueryTransformer(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message, @RequestParam(value="kbUid",defaultValue="") String kbUid)

    • translationQueryTransformer

      @GetMapping("/translation-query-transformer") org.springframework.http.ResponseEntity<JsonResult<?>> translationQueryTransformer(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message, @RequestParam(value="kbUid",defaultValue="") String kbUid)

    • multiQueryExpander

      @GetMapping("/multi-query-expander") org.springframework.http.ResponseEntity<JsonResult<?>> multiQueryExpander(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message, @RequestParam(value="kbUid",defaultValue="") String kbUid)

    • vectorStoreDocumentRetriever

      @GetMapping("/vector-store-document-retriever") org.springframework.http.ResponseEntity<JsonResult<?>> vectorStoreDocumentRetriever(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message, @RequestParam(value="kbUid",defaultValue="") String kbUid)

    • contextualQueryAugmenter

      @GetMapping("/contextual-query-augmenter") org.springframework.http.ResponseEntity<JsonResult<?>> contextualQueryAugmenter(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message, @RequestParam(value="kbUid",defaultValue="") String kbUid)

    • search

      @GetMapping("/search") org.springframework.http.ResponseEntity<JsonResult<?>> search(@RequestParam(value="query",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String query, @RequestParam(value="kbUid",required=true) String kbUid)

    • observedChat

      @GetMapping("/observed") org.springframework.http.ResponseEntity<JsonResult<?>> observedChat(@RequestParam(value="message",defaultValue="\u4ec0\u4e48\u65f6\u95f4\u8003\u8bd5\uff1f") String message)

    • getVectorStoreInfo

      @GetMapping("/vector-store-info") org.springframework.http.ResponseEntity<JsonResult<?>> getVectorStoreInfo()

    • getEmbeddingModelInfo

      @GetMapping("/embedding-model-info") org.springframework.http.ResponseEntity<JsonResult<?>> getEmbeddingModelInfo()

    • chatClientBuilderWithObservation

      private org.springframework.ai.chat.client.ChatClient.Builder chatClientBuilderWithObservation()