package com.ai.aiagent.rag;

import com.alibaba.cloud.ai.dashscope.api.DashScopeApi;
import com.alibaba.cloud.ai.dashscope.rag.DashScopeDocumentRetriever;
import com.alibaba.cloud.ai.dashscope.rag.DashScopeDocumentRetrieverOptions;
import lombok.extern.slf4j.Slf4j;
import org.springframework.ai.chat.client.advisor.api.Advisor;
import org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor;
import org.springframework.ai.rag.retrieval.search.DocumentRetriever;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;

@Configuration
@Slf4j
public class LoveAppRagCloudAdvisorConfig {

    @Value("${spring.ai.dashscope.api-key}")
    private String dashScopeApiKey;

    @Bean
    public Advisor loveAppRagCloudAdvisor(){
        DashScopeApi dashScopeApi=DashScopeApi.builder()
                .apiKey(dashScopeApiKey)
                .build();
        final String KNOWLEDGE_INDEX="恋爱大师";
        DocumentRetriever documentRetriever=new DashScopeDocumentRetriever(dashScopeApi, DashScopeDocumentRetrieverOptions.builder()
                .withIndexName(KNOWLEDGE_INDEX)
                .build());
        return RetrievalAugmentationAdvisor.builder()
                .documentRetriever(documentRetriever)
                .build();

    }
}