本文介绍如何使用OpenSearch智能问答版，为OpenSearch向量检索版提供RAG能力。
假设用户已经购买向量检索版实例，则只需购买一个智能问答版实例，这两个实例的具体作用如下：
向量检索版实例负责：
存储用户原始文档数据，向量数据
召回用户原始文档数据，向量数据
智能问答版实例负责：
对用户原始文档进行切片和向量化（非必须）
对用户原始query进行向量化 （非必须）
对召回结果进行推理总结
具体操作流程如下图所示：
1. 创建和配置实例
1.1. 创建和配置向量检索版实例
1.1.1. 购买OpenSearch向量检索版实例
如果用户已经有了向量检索版实例，则无需再购买新的实例。
购买实例可参考购买OpenSearch向量检索版实例。
1.1.2. 配置OpenSearch向量检索版实例
如果用户不想修改现有向量检索版实例的查询和召回逻辑，则无需对现有实例配置进行修改，只需调用智能问答版的问答接口，对现有召回结果进行推理和总结（可直接阅读3.3章节）。
新购买的实例，其状态为“待配置”，之后需要为该实例配置一张表，如下图所示，点击配置，进入表配置流程。
1.1.2.1. 表基础信息
配置说明：
表名称：可自定义
数据分片数：分片数设置时，各索引表分片数需保持一致；或至少一个索引表分片数为1，其余索引表分片数一致
数据更新资源数：数据更新所用资源数，每个索引默认免费提供2个4核8G的更新资源，超出免费额度的资源将产生费用，详情可参考向量检索版计费概述
场景模板：选择“通用模板”
点击下一步，进入数据同步配置
1.1.2.2. 数据同步配置
配置说明：
数据源类型：选择API推送数据源，表示用户的数据通过API的方式推送至实例中
点击下一步进入字段配置
1.1.2.3. 字段配置
表结构中必须包含以下字段：
文档主键，如上图中的doc_id；
文档切分后内容字段,如上图中的split_content；
文档切分后的内容向量化值，如上图中的split_content_embedding。该字段需要设置为向量字段，并以","分割。
除了上述必须字段外，客户可以自定义添加其他业务字段，并使用这些字段做排序、过滤等，来满足客户的业务需求。
1.1.2.4. 索引结构
配置说明：
向量维度：需要改成1536维
其他参数：保持默认即可
1.1.2.5. 确认创建
点击确认创建，即可开始表的创建。
可在变更历史中查看表创建进度，进度完成后，说明表已经就绪，可以进行后续流程。
1.2. 创建和配置智能问答版实例
1.2.1. 购买和配置OpenSearch智能问答版实例
购买实例可参考快速入门。
智能问答版实例无需特殊配置，实例购买完成即可使用。
2. 数据入库
2.1. 对文档内容进行切片和向量化
当前向量化模型最大支持300个token，而用户原始文档内容通常会比较大，因此需要对用户原始文档内容进行切片。并且还需要对切片之后的文档内容进行向量化。
调用智能问答版实例相关endpoint和api，请参考本文末尾的JAVA SDK Demo，或者参考文章：
2.2. 将切片和向量化之后的文档推送到向量检索版实例
在2.1返回结果中：
chunk_id为切分后的文档ID。需要和原始文档ID拼接起来，组成新的文档主键：doc_id
chunk为切分后文档内容，对应split_content;
embedding为切分后文档内容向量化值,对应split_content_embedding;
需要将上述结果推送到向量检索版实例。
调用向量检索版实例相关endpoint和api，请参考本文末尾的JAVA SDK Demo，或者参考文章：
3. 查询问答
3.1. query向量化
将用户原始查询内容进行向量化。
调用智能问答版实例相关endpoint和api，请参考本文末尾的JAVA SDK Demo，或者参考文章：
3.2. 召回向量化结果数据
使用query的向量化结果，去向量检索版进行召回。通常来说，召回top5的结果即可。
调用向量检索版实例相关endpoint和api，请参考本文末尾的JAVA SDK Demo，或者参考文章：
3.3. 大模型推理总结
基于向量检索版召回的结果，调用智能问答版的大模型文档接口，进行推理总结。
请参考本文末尾的JAVA SDK Demo，或者参考文章：
4. JAVA SDK Demo
使用Java SDK完成数据推送和智能问答的demo如下：
添加Maven依赖：
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-sdk-ha3engine-vector</artifactId>
<version>1.1.1</version>
</dependency>
<dependency>
<groupId>com.aliyun.opensearch</groupId>
<artifactId>aliyun-sdk-opensearch</artifactId>
<version>4.0.0</version>
</dependency>
JAVA Demo：
import com.aliyun.ha3engine.vector.Client;
import com.aliyun.ha3engine.vector.models.*;
import com.aliyun.opensearch.OpenSearchClient;
import com.aliyun.opensearch.sdk.dependencies.org.json.JSONObject;
import com.aliyun.opensearch.sdk.generated.OpenSearch;
import com.aliyun.opensearch.sdk.generated.commons.OpenSearchClientException;
import com.aliyun.opensearch.sdk.generated.commons.OpenSearchException;
import com.aliyun.opensearch.sdk.generated.commons.OpenSearchResult;
import com.google.gson.JsonArray;
import com.google.gson.JsonElement;
import com.google.gson.JsonObject;
import com.google.gson.JsonParser;
import java.util.*;
public class LLMDemo {
/**
* 智能问答版实例应用名称
*/
private static String llmAppName = "test_llm";
/**
* 智能问答版实例访问地址
*/
private static String llmHost = "http://opensearch-cn-shanghai.aliyuncs.com";
/**
* 智能问答版实例访问key
*/
private static String llmAccessKey = "xxxxx";
/**
* 智能问答版实例访问密钥
*/
private static String llmAccessSecret = "xxxx";
/**
* 向量检索版实例API域名
*/
private static String embeddingEndpoint = "ha-cn-xxxx.public.ha.aliyuncs.com";
/**
* 向量检索版实例名称
*/
private static String embeddingInstanceId = "ha-cn-xxx";
/**
* 向量检索版文档数据表名称
*/
private static String embeddingTableName = "ha-cn-xxx_xxx";
/**
* 向量检索版文档索引表名称
*/
private static String embeddingIndexName = "xxx";
/**
* 向量检索版文档推送的文档主键字段.
*/
private static String embeddingPkField = "doc_id";
/**
* 向量检索版用户名
*/
private static String embeddingUserName = "xxxx";
/**
* 向量检索版密码
*/
private static String embeddingPassword = "xxxx";
public static void main(String[] args) throws Exception {
//创建访问智能问答版实例的对象
//创建并构造OpenSearch对象
OpenSearch openSearch = new OpenSearch(llmAccessKey, llmAccessSecret, llmHost);
//创建OpenSearchClient对象，并以OpenSearch对象作为构造参数
OpenSearchClient llmClient = new OpenSearchClient(openSearch);
//创建访问向量检索版实例的对象
Config config = new Config();
config.setEndpoint(embeddingEndpoint);
config.setInstanceId(embeddingInstanceId);
config.setAccessUserName(embeddingUserName);
config.setAccessPassWord(embeddingPassword);
Client embeddingClient = new Client(config);
//对content进行切分和向量化
Map<String, String> splitParams = new HashMap<String, String>() {{
put("format", "full_json");
put("_POST_BODY", "{\"content\":\"OpenSearch是基于阿里巴巴自主研发的大规模分布式搜索引擎搭建的一站式商用智能搜索平台，目前为包括淘宝、天猫、菜鸟在内的阿里集团核心搜索业务提供中台服务支持。" +
"经过多年的行业搜索经验沉淀、双11大促流量冲击，智能开放搜索OpenSearch打磨出一套高性能、高时效、高可用、强稳定搜索全家桶服务，包括LLM智能问答版、行业算法版、高性能检索版、向量检索版、召回引擎版五类商品版本，以满足各行各业的搜索需求。" +
"OpenSearch以平台服务化的形式，将专业搜索技术简单化、低门槛化和低成本化，让搜索不再成为客户的业务瓶颈，以低成本实现产品搜索功能并快速迭代\",\"use_embedding\":true}");
}};
String splitPath = String.format("/apps/%s/actions/knowledge-split", llmAppName);
OpenSearchResult openSearchResult = llmClient.callAndDecodeResult(splitPath, splitParams, "POST");
System.out.println("split result：" + openSearchResult.getResult());
JsonArray array = JsonParser.parseString(openSearchResult.getResult()).getAsJsonArray();
// 文档推送外层结构, 可添加对文档操作的结构体. 结构内支持一个或多个文档操作内容.
ArrayList<Map<String, ?>> documents = new ArrayList<>();
//假设用户原始文档主键为1
String doc_raw_id="001";
for(JsonElement element:array){
JsonObject object = element.getAsJsonObject();
// 添加文档
Map<String, Object> add2Document = new HashMap<>();
Map<String, Object> add2DocumentFields = new HashMap<>();
// 插入文档内容信息, keyValue 成对匹配.
// field_pk 字段需与 pkField 字段配置一致.
add2DocumentFields.put("doc_id", doc_raw_id+"_"+object.get("chunk_id").getAsString());
add2DocumentFields.put("doc_raw_id", doc_raw_id);
List<Float> vectors = new ArrayList();
for(String str: object.get("embedding").getAsString().split(",")){
vectors.add(Float.parseFloat(str));
}
add2DocumentFields.put("split_content_embedding", vectors);
add2DocumentFields.put("split_content", object.get("chunk"));
add2DocumentFields.put("time", System.currentTimeMillis());
// 将文档内容添如 add2Document 结构.
add2Document.put("fields", add2DocumentFields);
// 新增对应的文档命令: add
add2Document.put("cmd", "add");
documents.add(add2Document);
}
System.out.println("push docs："+documents.toString());
// 推送数据到向量检索版
PushDocumentsRequest request = new PushDocumentsRequest();
request.setBody(documents);
PushDocumentsResponse response = embeddingClient.pushDocuments(embeddingTableName, embeddingPkField, request);
String responseBody = response.getBody();
System.out.println("push result：" + responseBody);
//对用户原始query进行向量化
Map<String, String> embeddingParams = new HashMap<String, String>() {
{
put("format", "full_json");
put("_POST_BODY", "{\"content\":\"OpenSearch是什么\",\"query\":true}");
}};
String embeddingPath = String.format("/apps/%s/actions/knowledge-embedding", llmAppName);
openSearchResult = llmClient.callAndDecodeResult(embeddingPath, embeddingParams, "POST");
System.out.println("query embedding:"+openSearchResult.getResult());
String embedding = openSearchResult.getResult();
List<Float> vectors = new ArrayList();
for(String str: embedding.split(",")){
vectors.add(Float.parseFloat(str));
}
System.out.println("query vectors size:"+vectors.size()+" vectors:"+vectors);
QueryRequest queryRequest = new QueryRequest();
queryRequest.setTableName(embeddingIndexName);
queryRequest.setVector(vectors);
queryRequest.setTopK(5);
queryRequest.setIncludeVector(true);
queryRequest.setOutputFields(Arrays.asList("split_content"));
FetchRequest fetchRequest = new FetchRequest();
fetchRequest.setTableName(embeddingIndexName);
fetchRequest.setIds(Arrays.asList("001_1"));
SearchResponse searchResponse = embeddingClient.query(queryRequest);
System.out.println("搜索结果：" + searchResponse.getBody());
JsonObject recallResult = JsonParser.parseString(searchResponse.getBody()).getAsJsonObject();
long hits = recallResult.get("totalCount").getAsLong();
List<String> list = new ArrayList<>();
if(hits <=0){
System.out.println("未能召回结果");
return ;
}else{
JsonArray items = recallResult.get("result").getAsJsonArray();
for(JsonElement element:items) {
JsonObject object = element.getAsJsonObject();
String splitContent = object.get("fields").getAsJsonObject().get("split_content").getAsString();
list.add(splitContent);
}
}
//调用智能问答版实例进行问答
StringBuffer sb =new StringBuffer();
sb.append("{ \"question\" : \"什么是opensearch\" ,");
sb.append(" \"type\" : \"text\",");
sb.append(" \"content\" : [");
for(String str:list){
sb.append("\"");
sb.append(str);
sb.append("\"");
sb.append(",");
}
sb.deleteCharAt(sb.lastIndexOf(","));
sb.append("]}");
Map<String, String> llmParams = new HashMap<String, String>() {{
put("format", "full_json");
put("_POST_BODY", sb.toString());
}};
System.out.println("llm request params:"+llmParams);
String llmPath = String.format("/apps/%s/actions/knowledge-llm", llmAppName);
openSearchResult = llmClient.callAndDecodeResult(llmPath, llmParams, "POST");
System.out.println("llm result:"+openSearchResult.getResult());
}
}
控制台输出示例如下：
split result：[{"chunk":"OpenSearch是基于阿里巴巴自主研发的大规模分布式搜索引擎搭建的一站式商用智能搜索平台，目前为包括淘宝、天猫、菜鸟在内的阿里集团核心搜索业务提供中台服务支持。经过多年的行业搜索经验沉淀、双11大促流量冲击，智能开放搜索OpenSearch打磨出一套高性能、高时效、高可用、强稳定搜索全家桶服务，包括LLM智能问答版、行业算法版、高性能检索版、向量检索版、召回引擎版五类商品版本，以满足各行各业的搜索需求。OpenSearch以平台服务化的形式，将专业搜索技术简单化、低门槛化和低成本化，让搜索不再成为客户的业务瓶颈，以低成本实现产品搜索功能并快速迭代。","embedding":"0.058044,0.016687,-0.022246,-0.008656,-0.010812,-0.006184,0.012378,0.005978,-0.009740,-0.035299,0.021953,0.013091,0.017358,0.060989,0.031727,0.014949,0.006478,-0.021978,-0.011947,-0.048507,0.014746,0.003884,0.026699,-0.010348,-0.000479,0.014971,0.007067,0.013271,-0.025436,-0.014717,0.012381,-0.033617,-0.027404,-0.011423,0.008895,0.006055,-0.009573,0.035351,-0.017881,0.005958,-0.026911,0.021555,0.014417,0.026012,-0.021485,-0.011951,-0.000835,-0.021816,-0.025073,-0.012137,-0.000745,0.014861,0.030778,0.006122,0.004113,-0.023163,-0.005961,-0.001550,0.036149,0.037098,-0.000518,0.004716,0.058585,0.003228,-0.048742,0.004516,0.001486,-0.011412,0.012136,0.007991,-0.005344,0.012091,-0.005158,0.036895,0.006361,0.032418,-0.010907,0.060543,-0.028810,-0.016879,-0.038939,-0.024667,-0.009909,-0.031665,0.012211,-0.010530,-0.001659,-0.052973,-0.028961,-0.025147,-0.020444,-0.007165,0.007021,-0.014351,-0.000035,0.008880,0.000953,0.012210,0.005323,-0.008291,-0.021522,-0.033671,-0.002112,0.013502,0.023819,0.021292,0.038959,-0.042282,0.009798,0.005483,-0.008711,-0.040084,-0.005711,-0.005492,0.007101,-0.011001,-0.012726,-0.001602,0.004594,-0.002949,0.010606,-0.002844,0.025869,-0.005638,0.026249,-0.047993,-0.000249,0.031762,-0.000452,-0.009249,0.013574,0.027017,-0.018884,-0.014540,0.013195,0.009954,-0.009198,0.004318,-0.038305,0.002192,-0.006012,-0.006111,-0.008622,0.028335,-0.036030,-0.035400,-0.019100,-0.039723,-0.001899,-0.011111,0.036356,-0.037868,-0.011981,-0.004144,0.009327,-0.023069,0.001729,0.025915,0.012229,-0.017394,-0.016010,0.004684,-0.010969,0.006822,0.006120,0.009138,-0.003014,-0.004114,0.001026,0.004333,0.001047,0.005621,-0.006221,-0.016033,-0.004202,0.036542,0.024229,0.005408,0.032159,0.028030,0.020174,0.023739,-0.000844,-0.012084,-0.028595,-0.011120,0.012787,-0.000436,0.002249,-0.004889,0.015970,-0.011093,-0.017295,-0.057867,0.054756,-0.004768,0.012562,-0.009232,0.024575,0.030531,-0.006488,-0.051870,-0.019122,0.000254,-0.017614,0.012740,-0.004258,-0.039232,-0.001209,-0.011180,-0.030709,-0.003202,0.027613,0.020441,-0.030599,0.002051,0.017684,0.020654,-0.020450,-0.001551,-0.008429,0.020066,0.004899,0.017137,-0.004932,0.026041,0.017908,-0.016032,-0.046538,0.019038,0.008153,0.001744,0.075108,-0.039295,0.037915,0.010147,0.031645,-0.014635,-0.052394,-0.011538,-0.035386,0.031989,0.003138,0.013435,0.013667,-0.016438,0.025257,0.000459,-0.001764,0.022109,0.010494,-0.059116,0.013593,0.007347,0.006292,0.035651,0.023751,-0.001376,0.017707,-0.008784,-0.023132,-0.030223,-0.005875,-0.011633,0.020397,0.028701,0.009517,0.006174,-0.009303,-0.000909,-0.013739,0.014045,-0.011677,0.010569,-0.002400,-0.009798,0.044352,0.029508,-0.018214,0.001745,-0.006428,0.010971,-0.018803,0.020991,0.008808,0.008434,0.022122,-0.006821,-0.012543,-0.001832,0.079014,-0.027043,-0.009074,0.033048,0.029715,0.035568,0.014769,0.035282,0.026953,0.036627,0.000301,-0.013400,0.001798,0.014529,0.008212,0.014662,-0.026667,-0.006470,0.002616,0.048279,0.012186,0.003554,-0.016639,-0.004956,0.001648,0.042117,-0.057765,0.001882,0.020935,0.019756,0.019912,-0.000911,0.026073,-0.011677,-0.012462,-0.015346,-0.004505,0.056711,0.033512,0.024553,-0.041811,0.006530,-0.035320,0.015675,-0.018283,-0.024692,0.012525,-0.012280,0.031115,0.027810,0.033288,0.035141,-0.005753,-0.054809,0.036826,0.009818,-0.046755,-0.028439,-0.018792,-0.002012,0.040524,0.109758,0.025709,0.021112,-0.017299,0.025466,0.002333,-0.015126,-0.014614,0.020679,0.000576,0.005902,0.025763,0.000743,0.000625,0.002536,-0.022503,0.005820,-0.020919,0.036604,-0.012422,0.058916,-0.002924,-0.008835,0.014676,-0.001362,0.013660,0.010238,0.012663,0.033438,-0.022464,0.005625,-0.015882,-0.017015,0.050669,-0.004760,0.003056,-0.059445,-0.015391,-0.010493,-0.026664,-0.007444,0.021884,0.000639,0.007225,-0.013926,-0.009843,-0.025024,0.018271,0.008643,0.007627,-0.010667,-0.071051,-0.003063,-0.019501,-0.026079,-0.035620,0.049478,-0.003631,-0.007280,-0.030150,0.000214,-0.016983,-0.016553,0.009980,0.035747,0.041868,0.015008,-0.013980,0.003303,0.046217,-0.022189,0.002235,0.018315,0.021647,0.062674,-0.019435,0.000924,0.037226,0.007846,-0.024447,-0.018016,0.002813,0.024993,0.028269,0.004177,0.029184,0.000974,-0.016545,0.023064,-0.028303,-0.016418,-0.009786,0.000744,-0.033324,-0.036571,-0.019529,-0.016557,-0.016421,-0.011215,-0.233473,0.011487,0.000358,0.024899,-0.019007,-0.008724,-0.014284,-0.043064,-0.017556,-0.000080,0.004572,0.014439,0.027078,0.038718,-0.014577,-0.008953,-0.029271,-0.011960,0.013320,0.027639,0.005118,0.003125,-0.003254,-0.008422,-0.006588,-0.042294,0.011366,-0.001789,0.001297,-0.041587,-0.019407,0.011509,0.005879,-0.015861,-0.016126,0.015074,-0.000477,0.004317,-0.026698,0.000999,0.013218,0.002716,0.017370,-0.004655,-0.019684,0.001586,0.002618,-0.010507,-0.024667,-0.044502,0.051850,-0.014097,-0.025482,-0.006750,-0.006886,0.025088,-0.002224,-0.007629,-0.009728,-0.004762,0.003638,-0.000764,-0.001242,-0.064658,-0.026284,0.007719,0.026563,-0.006659,-0.019860,0.004243,-0.004326,-0.020313,-0.037015,0.001391,-0.026735,0.010110,-0.002027,0.029490,0.007360,0.012306,-0.025511,0.032003,0.041314,-0.013797,0.007514,0.004730,0.023592,-0.004537,-0.011806,-0.016732,0.025229,-0.016354,-0.015084,0.027052,-0.006219,0.023894,-0.015764,0.017728,-0.028162,0.017179,0.011540,0.019447,-0.058243,-0.013683,0.028493,-0.014040,0.016686,-0.011327,0.028980,-0.000540,0.039928,0.015808,0.034652,-0.031921,-0.015583,0.007939,-0.025702,0.002307,0.032786,-0.038804,0.027827,0.035935,-0.014182,-0.052430,-0.007391,0.044080,-0.008645,0.020158,0.021483,-0.034691,-0.009827,0.002849,-0.044477,-0.017395,0.027332,-0.018153,0.022778,-0.049415,0.009664,0.009608,0.035835,0.015332,-0.001293,-0.000007,-0.015886,0.011819,0.017673,-0.025829,-0.031324,-0.011540,0.004861,0.033769,-0.006451,-0.023468,-0.023104,0.001606,0.022437,-0.005592,0.009062,-0.012569,0.009194,-0.009595,-0.015725,0.023315,0.033244,0.006498,-0.008225,-0.029805,0.006860,0.001682,0.040438,0.021149,-0.006829,0.024720,0.034530,0.015046,-0.003750,0.007680,-0.048160,0.019637,0.000290,0.084224,-0.017916,0.013669,-0.014149,-0.027936,-0.061660,-0.003185,0.019779,-0.011624,0.023327,0.070015,0.006516,0.029129,0.008934,0.040633,-0.006586,0.010906,0.007521,-0.025395,-0.018401,0.004234,0.021901,-0.027640,-0.025331,0.026652,-0.029201,0.004993,-0.008309,0.009179,0.020341,0.014177,0.014007,-0.020926,0.022813,0.037674,0.015968,0.004519,0.001175,-0.010969,0.008271,-0.008442,0.016704,-0.031019,0.022290,0.018806,0.007516,0.009596,0.014821,0.060402,-0.005130,0.016818,0.003639,-0.017406,0.004278,-0.000328,-0.003013,0.005563,0.006718,0.024498,0.007375,0.004737,-0.007460,0.027048,0.009537,0.018362,0.056701,0.012550,0.025885,-0.009944,-0.039440,0.047113,0.027084,-0.020379,0.007081,0.026545,-0.019702,0.044211,-0.009599,0.028624,-0.006871,-0.033071,0.021237,0.005341,-0.020574,-0.038425,-0.020152,0.005143,-0.029032,-0.009058,0.025755,-0.038368,0.009507,0.012060,-0.004648,-0.015258,-0.023198,0.042739,0.017397,0.048673,-0.015324,-0.005388,0.000179,0.018299,0.047122,-0.010771,-0.013528,-0.030161,-0.034994,-0.024437,0.053510,-0.031210,-0.010955,-0.025251,0.029743,-0.027927,-0.021656,0.031554,0.008381,0.042494,-0.023805,-0.000735,0.040458,0.000011,-0.012473,-0.019903,-0.000826,-0.001402,0.002796,0.010712,0.020952,0.033331,0.017743,0.011744,-0.019616,-0.003009,0.004064,0.038316,0.002063,-0.001094,-0.028468,0.032350,-0.008429,-0.001104,0.076921,0.025966,0.004437,0.006539,-0.010373,-0.002103,-0.016435,0.005874,-0.004952,-0.004026,-0.014117,-0.005442,0.024646,0.025671,-0.019351,-0.005000,0.005393,-0.014267,0.008811,0.009579,-0.030986,-0.048658,0.000623,0.011813,-0.008189,0.012170,-0.030592,-0.010194,0.011795,0.035075,0.003873,0.032837,0.025583,-0.003732,0.009392,-0.029496,-0.005474,-0.004168,0.024043,0.000668,-0.002182,-0.033321,0.000236,-0.026976,0.046881,-0.020793,0.003113,0.015277,-0.006070,-0.013245,0.006362,-0.028651,0.023334,-0.023535,0.026719,-0.009591,-0.003910,0.016152,0.005388,-0.019327,-0.003282,-0.011822,0.004869,0.005565,0.013171,0.015479,-0.024603,0.020531,-0.019380,0.014324,0.033037,0.049028,0.002132,-0.008781,0.011646,-0.002975,0.058841,-0.032224,0.012207,-0.030447,0.008900,-0.003121,0.003966,0.001732,-0.006849,-0.016780,0.010453,0.029179,-0.038699,0.032058,0.015966,0.000102,0.002758,0.032442,-0.036659,0.011283,0.009000,-0.024016,0.025944,-0.032569,-0.012081,-0.011141,-0.003015,0.007041,0.013981,-0.038540,0.014906,-0.014749,0.011987,0.037440,-0.006975,-0.007913,-0.011666,0.010107,0.018119,0.036589,0.009084,-0.010833,0.034264,0.006396,0.027909,0.022243,0.013263,-0.026660,-0.041173,0.013137,0.026283,-0.006418,-0.013967,-0.029040,0.045101,-0.016210,-0.001904,-0.007609,0.009121,0.004262,-0.005798,0.004751,-0.079439,0.006768,-0.009005,-0.035735,-0.022160,0.022667,-0.006811,-0.019057,-0.046418,-0.014034,0.039929,0.014178,0.004399,-0.054566,-0.018590,-0.020002,-0.030545,0.016955,-0.009152,0.020940,0.008167,0.005702,-0.016655,-0.037415,-0.032024,-0.018782,0.001446,0.018826,0.030963,-0.003113,0.076010,-0.018796,0.008888,0.049383,0.029433,-0.011779,-0.016823,0.008977,0.031554,0.040211,-0.030236,0.040508,0.013136,-0.009196,0.040604,-0.007740,0.022801,0.026514,-0.014592,-0.012047,0.006545,-0.057638,0.013627,-0.014850,0.000717,-0.014015,-0.005057,0.010787,-0.025602,-0.002943,0.015365,0.027926,0.014916,-0.012783,0.023868,0.021072,-0.050944,-0.022416,-0.001280,-0.004188,-0.006752,-0.022367,-0.003082,0.028468,-0.005351,0.024744,0.004565,0.005440,0.005092,0.020150,0.018364,-0.010806,-0.043543,-0.021847,-0.053488,0.007692,0.040130,0.003188,0.061292,0.015607,-0.047702,-0.025575,0.013656,-0.002318,0.004866,0.032317,0.005666,0.036582,0.009692,-0.008086,0.003322,0.024571,0.006500,0.043950,-0.012222,-0.012901,-0.044151,-0.024037,0.031231,-0.003049,-0.027817,-0.035291,0.034151,-0.060738,0.021454,-0.006524,0.010665,-0.047614,0.011108,0.009319,0.044879,-0.006419,-0.005430,0.045573,-0.126455,0.009664,0.010811,0.005751,-0.076881,0.020755,0.032656,0.043741,0.002233,-0.004756,-0.003760,0.009307,0.002504,0.000906,0.009033,-0.004743,0.027033,0.007222,-0.011521,0.004160,0.007795,-0.023426,-0.085267,0.007498,-0.007702,0.003652,-0.024327,0.035768,0.067160,-0.026599,0.027974,-0.001606,-0.032592,0.034924,-0.039606,0.004778,0.006819,-0.025384,0.001981,0.022530,-0.012517,0.002530,-0.017171,0.001514,-0.001650,-0.016360,-0.009735,0.024407,-0.008403,-0.003353,-0.009905,0.025867,0.001389,-0.021722,-0.009919,0.021338,-0.034804,-0.038925,0.023555,0.040266,0.031906,-0.012150,-0.031861,0.021101,-0.009882,-0.031885,0.014222,-0.007834,-0.007290,-0.002374,-0.021309,-0.011399,-0.002546,-0.010915,-0.032379,0.040356,0.011016,-0.040001,-0.000002,0.057171,-0.032800,-0.001043,-0.041557,-0.018734,-0.016892,-0.015558,0.012276,-0.033888,0.002825,0.036929,-0.002211,-0.014793,-0.005022,0.041162,0.008502,0.001888,-0.043090,-0.020909,-0.013730,0.002821,0.004798,0.003644,-0.032356,-0.030494,0.021557,-0.001986,-0.038663,-0.020420,-0.051854,-0.024537,-0.010364,-0.001190,-0.013855,0.011175,0.006178,0.016753,0.002730,-0.006465,-0.040183,0.011160,-0.020345,-0.025018,0.026438,-0.029261,0.025738,0.042950,0.000410,0.243443,0.037449,-0.021077,-0.031138,-0.010247,0.003096,-0.001165,-0.004599,-0.030698,-0.021622,0.009030,0.052265,0.006861,0.029007,0.066215,-0.021299,-0.020654,0.031613,0.008927,0.025061,0.032613,0.003810,0.006086,-0.034692,0.026792,-0.024948,0.008738,-0.009207,-0.012919,0.001439,0.024877,0.001169,-0.006084,-0.025062,0.029041,-0.036678,-0.007482,-0.027286,-0.041287,0.039965,0.046326,0.017366,0.030280,-0.000231,-0.015117,-0.025123,0.012882,0.015296,0.046094,-0.012199,0.016983,0.007087,0.006712,0.006042,0.005628,-0.007558,0.010100,-0.030841,-0.014596,-0.016328,-0.018992,-0.003906,0.014696,-0.003310,-0.024454,-0.039670,0.007630,-0.008368,0.010590,-0.007445,0.015112,-0.040178,-0.015716,-0.035317,0.032622,0.052822,-0.013367,0.029171,-0.004380,0.042494,0.016013,-0.000020,0.037459,-0.016859,0.022236,-0.027637,-0.024886,0.051444,0.035363,-0.008754,-0.005530,-0.002150,0.009063,-0.001587,-0.020801,0.002675,0.007469,0.019971,0.007308,-0.007206,0.030021,0.019894,0.014298,-0.020085,-0.000008,0.012176,-0.015597,0.016040,-0.018453,-0.016177,0.004706,-0.017747,0.001644,-0.008674,0.018972,-0.015087,-0.014748,0.021406,-0.005902,0.043081,0.005756,-0.033267,-0.028993,0.015627,0.001272,-0.034762,0.006237,-0.035147,0.005214,-0.027430,0.014662,0.033130,0.031829,-0.001063,0.007861,0.004783,0.011318,-0.001402,-0.005392,-0.011977,0.007658,-0.023883,0.005564,0.012926,0.013560,0.063392,-0.008342,-0.005824,0.024618,0.014653,-0.022116,0.032489,0.035266,-0.025681,-0.008889,-0.020779,0.021776,-0.033664,-0.040453,0.013761,0.058823,-0.009761,-0.056887,-0.026345,0.010128,-0.000598,0.031012,-0.004175,0.030565,-0.015402,0.031881,-0.012772,0.012223,0.034349,0.005598,-0.044880,-0.017982,0.028019,0.008388,-0.007042,0.046514,0.016355,0.009689,0.002901,-0.019658,-0.025637,-0.031636,0.016534,0.021587,0.025946,-0.007174,-0.008816,0.022197,0.031193,0.012856,-0.030057,0.019375,-0.010189,-0.000759,0.030795,0.014157,-0.010895,-0.015292,-0.015774,-0.005455,-0.040573,-0.045288,-0.012088,-0.031730,0.014920,-0.031407,0.002580,0.008467,-0.027054,0.013655,0.017243,0.007957,-0.018350,-0.022597,0.025793,-0.022374,-0.015874,-0.031069,-0.015230,0.012169,-0.025948,0.005703,-0.014614,-0.015531,-0.003962,0.052078,-0.021333,0.011390,0.005753,0.015451,0.013727,0.022837,-0.005438,0.012281,0.009002,0.024826,0.064222,0.039236,0.039161,0.003728,-0.016497,-0.033096,0.038360,-0.054873,0.003412,0.016773,-0.047116,0.032285,0.001372,0.005103,-0.031380,0.013116,-0.007910,0.006393,-0.014937,-0.010859,-0.026276,0.014732,-0.013533,0.046518,-0.018618,-0.009153,0.000002,0.013240,0.001339,-0.033290,0.003633,0.026990,-0.004488,-0.019676,-0.032191,-0.004986,-0.050766,0.001329,-0.007996,-0.003251,0.009971,-0.013391,-0.001418,-0.027697,-0.002887,-0.013950,0.017045,-0.000257,-0.013460,-0.020458,-0.023107,-0.001809,-0.010230,0.006520,-0.025979,0.020466,0.001191,0.044318,-0.028594,-0.013730,-0.009103,0.020418,-0.000249,-0.013315,0.011444,-0.029200,0.058237,-0.018266,-0.002751,0.003529,-0.023385,0.045813,0.035084,-0.033264,0.030701,-0.037149,-0.016013,0.038439,-0.021138,0.017129,0.023210,-0.056734,0.012482,0.003018,0.023477,-0.008481,-0.017335,-0.043282,-0.003343,0.003920,0.021389,0.017094,0.014096,-0.029192,0.009941,-0.026378,0.024347,0.021147,0.006283,-0.000692,0.000063,0.012439,0.025874,-0.007716,0.015065,0.009228,0.034885,0.040122,-0.010126,0.001699,0.029407,-0.021316,-0.013929,-0.043858,-0.019504,0.008579,-0.009991,0.018890,0.003739,0.029773,0.007001,0.008397,0.016213,0.000386,-0.008984,0.013092,0.012704,-0.036781,-0.022123,-0.007874,-0.032589,-0.026556","type":"text","chunk_id":"1"}]
push docs：[{cmd=add, fields={split_content_embedding=[0.058044, 0.016687, -0.022246, -0.008656, -0.010812, -0.006184, 0.012378, 0.005978, -0.00974, -0.035299, 0.021953, 0.013091, 0.017358, 0.060989, 0.031727, 0.014949, 0.006478, -0.021978, -0.011947, -0.048507, 0.014746, 0.003884, 0.026699, -0.010348, -4.79E-4, 0.014971, 0.007067, 0.013271, -0.025436, -0.014717, 0.012381, -0.033617, -0.027404, -0.011423, 0.008895, 0.006055, -0.009573, 0.035351, -0.017881, 0.005958, -0.026911, 0.021555, 0.014417, 0.026012, -0.021485, -0.011951, -8.35E-4, -0.021816, -0.025073, -0.012137, -7.45E-4, 0.014861, 0.030778, 0.006122, 0.004113, -0.023163, -0.005961, -0.00155, 0.036149, 0.037098, -5.18E-4, 0.004716, 0.058585, 0.003228, -0.048742, 0.004516, 0.001486, -0.011412, 0.012136, 0.007991, -0.005344, 0.012091, -0.005158, 0.036895, 0.006361, 0.032418, -0.010907, 0.060543, -0.02881, -0.016879, -0.038939, -0.024667, -0.009909, -0.031665, 0.012211, -0.01053, -0.001659, -0.052973, -0.028961, -0.025147, -0.020444, -0.007165, 0.007021, -0.014351, -3.5E-5, 0.00888, 9.53E-4, 0.01221, 0.005323, -0.008291, -0.021522, -0.033671, -0.002112, 0.013502, 0.023819, 0.021292, 0.038959, -0.042282, 0.009798, 0.005483, -0.008711, -0.040084, -0.005711, -0.005492, 0.007101, -0.011001, -0.012726, -0.001602, 0.004594, -0.002949, 0.010606, -0.002844, 0.025869, -0.005638, 0.026249, -0.047993, -2.49E-4, 0.031762, -4.52E-4, -0.009249, 0.013574, 0.027017, -0.018884, -0.01454, 0.013195, 0.009954, -0.009198, 0.004318, -0.038305, 0.002192, -0.006012, -0.006111, -0.008622, 0.028335, -0.03603, -0.0354, -0.0191, -0.039723, -0.001899, -0.011111, 0.036356, -0.037868, -0.011981, -0.004144, 0.009327, -0.023069, 0.001729, 0.025915, 0.012229, -0.017394, -0.01601, 0.004684, -0.010969, 0.006822, 0.00612, 0.009138, -0.003014, -0.004114, 0.001026, 0.004333, 0.001047, 0.005621, -0.006221, -0.016033, -0.004202, 0.036542, 0.024229, 0.005408, 0.032159, 0.02803, 0.020174, 0.023739, -8.44E-4, -0.012084, -0.028595, -0.01112, 0.012787, -4.36E-4, 0.002249, -0.004889, 0.01597, -0.011093, -0.017295, -0.057867, 0.054756, -0.004768, 0.012562, -0.009232, 0.024575, 0.030531, -0.006488, -0.05187, -0.019122, 2.54E-4, -0.017614, 0.01274, -0.004258, -0.039232, -0.001209, -0.01118, -0.030709, -0.003202, 0.027613, 0.020441, -0.030599, 0.002051, 0.017684, 0.020654, -0.02045, -0.001551, -0.008429, 0.020066, 0.004899, 0.017137, -0.004932, 0.026041, 0.017908, -0.016032, -0.046538, 0.019038, 0.008153, 0.001744, 0.075108, -0.039295, 0.037915, 0.010147, 0.031645, -0.014635, -0.052394, -0.011538, -0.035386, 0.031989, 0.003138, 0.013435, 0.013667, -0.016438, 0.025257, 4.59E-4, -0.001764, 0.022109, 0.010494, -0.059116, 0.013593, 0.007347, 0.006292, 0.035651, 0.023751, -0.001376, 0.017707, -0.008784, -0.023132, -0.030223, -0.005875, -0.011633, 0.020397, 0.028701, 0.009517, 0.006174, -0.009303, -9.09E-4, -0.013739, 0.014045, -0.011677, 0.010569, -0.0024, -0.009798, 0.044352, 0.029508, -0.018214, 0.001745, -0.006428, 0.010971, -0.018803, 0.020991, 0.008808, 0.008434, 0.022122, -0.006821, -0.012543, -0.001832, 0.079014, -0.027043, -0.009074, 0.033048, 0.029715, 0.035568, 0.014769, 0.035282, 0.026953, 0.036627, 3.01E-4, -0.0134, 0.001798, 0.014529, 0.008212, 0.014662, -0.026667, -0.00647, 0.002616, 0.048279, 0.012186, 0.003554, -0.016639, -0.004956, 0.001648, 0.042117, -0.057765, 0.001882, 0.020935, 0.019756, 0.019912, -9.11E-4, 0.026073, -0.011677, -0.012462, -0.015346, -0.004505, 0.056711, 0.033512, 0.024553, -0.041811, 0.00653, -0.03532, 0.015675, -0.018283, -0.024692, 0.012525, -0.01228, 0.031115, 0.02781, 0.033288, 0.035141, -0.005753, -0.054809, 0.036826, 0.009818, -0.046755, -0.028439, -0.018792, -0.002012, 0.040524, 0.109758, 0.025709, 0.021112, -0.017299, 0.025466, 0.002333, -0.015126, -0.014614, 0.020679, 5.76E-4, 0.005902, 0.025763, 7.43E-4, 6.25E-4, 0.002536, -0.022503, 0.00582, -0.020919, 0.036604, -0.012422, 0.058916, -0.002924, -0.008835, 0.014676, -0.001362, 0.01366, 0.010238, 0.012663, 0.033438, -0.022464, 0.005625, -0.015882, -0.017015, 0.050669, -0.00476, 0.003056, -0.059445, -0.015391, -0.010493, -0.026664, -0.007444, 0.021884, 6.39E-4, 0.007225, -0.013926, -0.009843, -0.025024, 0.018271, 0.008643, 0.007627, -0.010667, -0.071051, -0.003063, -0.019501, -0.026079, -0.03562, 0.049478, -0.003631, -0.00728, -0.03015, 2.14E-4, -0.016983, -0.016553, 0.00998, 0.035747, 0.041868, 0.015008, -0.01398, 0.003303, 0.046217, -0.022189, 0.002235, 0.018315, 0.021647, 0.062674, -0.019435, 9.24E-4, 0.037226, 0.007846, -0.024447, -0.018016, 0.002813, 0.024993, 0.028269, 0.004177, 0.029184, 9.74E-4, -0.016545, 0.023064, -0.028303, -0.016418, -0.009786, 7.44E-4, -0.033324, -0.036571, -0.019529, -0.016557, -0.016421, -0.011215, -0.233473, 0.011487, 3.58E-4, 0.024899, -0.019007, -0.008724, -0.014284, -0.043064, -0.017556, -8.0E-5, 0.004572, 0.014439, 0.027078, 0.038718, -0.014577, -0.008953, -0.029271, -0.01196, 0.01332, 0.027639, 0.005118, 0.003125, -0.003254, -0.008422, -0.006588, -0.042294, 0.011366, -0.001789, 0.001297, -0.041587, -0.019407, 0.011509, 0.005879, -0.015861, -0.016126, 0.015074, -4.77E-4, 0.004317, -0.026698, 9.99E-4, 0.013218, 0.002716, 0.01737, -0.004655, -0.019684, 0.001586, 0.002618, -0.010507, -0.024667, -0.044502, 0.05185, -0.014097, -0.025482, -0.00675, -0.006886, 0.025088, -0.002224, -0.007629, -0.009728, -0.004762, 0.003638, -7.64E-4, -0.001242, -0.064658, -0.026284, 0.007719, 0.026563, -0.006659, -0.01986, 0.004243, -0.004326, -0.020313, -0.037015, 0.001391, -0.026735, 0.01011, -0.002027, 0.02949, 0.00736, 0.012306, -0.025511, 0.032003, 0.041314, -0.013797, 0.007514, 0.00473, 0.023592, -0.004537, -0.011806, -0.016732, 0.025229, -0.016354, -0.015084, 0.027052, -0.006219, 0.023894, -0.015764, 0.017728, -0.028162, 0.017179, 0.01154, 0.019447, -0.058243, -0.013683, 0.028493, -0.01404, 0.016686, -0.011327, 0.02898, -5.4E-4, 0.039928, 0.015808, 0.034652, -0.031921, -0.015583, 0.007939, -0.025702, 0.002307, 0.032786, -0.038804, 0.027827, 0.035935, -0.014182, -0.05243, -0.007391, 0.04408, -0.008645, 0.020158, 0.021483, -0.034691, -0.009827, 0.002849, -0.044477, -0.017395, 0.027332, -0.018153, 0.022778, -0.049415, 0.009664, 0.009608, 0.035835, 0.015332, -0.001293, -7.0E-6, -0.015886, 0.011819, 0.017673, -0.025829, -0.031324, -0.01154, 0.004861, 0.033769, -0.006451, -0.023468, -0.023104, 0.001606, 0.022437, -0.005592, 0.009062, -0.012569, 0.009194, -0.009595, -0.015725, 0.023315, 0.033244, 0.006498, -0.008225, -0.029805, 0.00686, 0.001682, 0.040438, 0.021149, -0.006829, 0.02472, 0.03453, 0.015046, -0.00375, 0.00768, -0.04816, 0.019637, 2.9E-4, 0.084224, -0.017916, 0.013669, -0.014149, -0.027936, -0.06166, -0.003185, 0.019779, -0.011624, 0.023327, 0.070015, 0.006516, 0.029129, 0.008934, 0.040633, -0.006586, 0.010906, 0.007521, -0.025395, -0.018401, 0.004234, 0.021901, -0.02764, -0.025331, 0.026652, -0.029201, 0.004993, -0.008309, 0.009179, 0.020341, 0.014177, 0.014007, -0.020926, 0.022813, 0.037674, 0.015968, 0.004519, 0.001175, -0.010969, 0.008271, -0.008442, 0.016704, -0.031019, 0.02229, 0.018806, 0.007516, 0.009596, 0.014821, 0.060402, -0.00513, 0.016818, 0.003639, -0.017406, 0.004278, -3.28E-4, -0.003013, 0.005563, 0.006718, 0.024498, 0.007375, 0.004737, -0.00746, 0.027048, 0.009537, 0.018362, 0.056701, 0.01255, 0.025885, -0.009944, -0.03944, 0.047113, 0.027084, -0.020379, 0.007081, 0.026545, -0.019702, 0.044211, -0.009599, 0.028624, -0.006871, -0.033071, 0.021237, 0.005341, -0.020574, -0.038425, -0.020152, 0.005143, -0.029032, -0.009058, 0.025755, -0.038368, 0.009507, 0.01206, -0.004648, -0.015258, -0.023198, 0.042739, 0.017397, 0.048673, -0.015324, -0.005388, 1.79E-4, 0.018299, 0.047122, -0.010771, -0.013528, -0.030161, -0.034994, -0.024437, 0.05351, -0.03121, -0.010955, -0.025251, 0.029743, -0.027927, -0.021656, 0.031554, 0.008381, 0.042494, -0.023805, -7.35E-4, 0.040458, 1.1E-5, -0.012473, -0.019903, -8.26E-4, -0.001402, 0.002796, 0.010712, 0.020952, 0.033331, 0.017743, 0.011744, -0.019616, -0.003009, 0.004064, 0.038316, 0.002063, -0.001094, -0.028468, 0.03235, -0.008429, -0.001104, 0.076921, 0.025966, 0.004437, 0.006539, -0.010373, -0.002103, -0.016435, 0.005874, -0.004952, -0.004026, -0.014117, -0.005442, 0.024646, 0.025671, -0.019351, -0.005, 0.005393, -0.014267, 0.008811, 0.009579, -0.030986, -0.048658, 6.23E-4, 0.011813, -0.008189, 0.01217, -0.030592, -0.010194, 0.011795, 0.035075, 0.003873, 0.032837, 0.025583, -0.003732, 0.009392, -0.029496, -0.005474, -0.004168, 0.024043, 6.68E-4, -0.002182, -0.033321, 2.36E-4, -0.026976, 0.046881, -0.020793, 0.003113, 0.015277, -0.00607, -0.013245, 0.006362, -0.028651, 0.023334, -0.023535, 0.026719, -0.009591, -0.00391, 0.016152, 0.005388, -0.019327, -0.003282, -0.011822, 0.004869, 0.005565, 0.013171, 0.015479, -0.024603, 0.020531, -0.01938, 0.014324, 0.033037, 0.049028, 0.002132, -0.008781, 0.011646, -0.002975, 0.058841, -0.032224, 0.012207, -0.030447, 0.0089, -0.003121, 0.003966, 0.001732, -0.006849, -0.01678, 0.010453, 0.029179, -0.038699, 0.032058, 0.015966, 1.02E-4, 0.002758, 0.032442, -0.036659, 0.011283, 0.009, -0.024016, 0.025944, -0.032569, -0.012081, -0.011141, -0.003015, 0.007041, 0.013981, -0.03854, 0.014906, -0.014749, 0.011987, 0.03744, -0.006975, -0.007913, -0.011666, 0.010107, 0.018119, 0.036589, 0.009084, -0.010833, 0.034264, 0.006396, 0.027909, 0.022243, 0.013263, -0.02666, -0.041173, 0.013137, 0.026283, -0.006418, -0.013967, -0.02904, 0.045101, -0.01621, -0.001904, -0.007609, 0.009121, 0.004262, -0.005798, 0.004751, -0.079439, 0.006768, -0.009005, -0.035735, -0.02216, 0.022667, -0.006811, -0.019057, -0.046418, -0.014034, 0.039929, 0.014178, 0.004399, -0.054566, -0.01859, -0.020002, -0.030545, 0.016955, -0.009152, 0.02094, 0.008167, 0.005702, -0.016655, -0.037415, -0.032024, -0.018782, 0.001446, 0.018826, 0.030963, -0.003113, 0.07601, -0.018796, 0.008888, 0.049383, 0.029433, -0.011779, -0.016823, 0.008977, 0.031554, 0.040211, -0.030236, 0.040508, 0.013136, -0.009196, 0.040604, -0.00774, 0.022801, 0.026514, -0.014592, -0.012047, 0.006545, -0.057638, 0.013627, -0.01485, 7.17E-4, -0.014015, -0.005057, 0.010787, -0.025602, -0.002943, 0.015365, 0.027926, 0.014916, -0.012783, 0.023868, 0.021072, -0.050944, -0.022416, -0.00128, -0.004188, -0.006752, -0.022367, -0.003082, 0.028468, -0.005351, 0.024744, 0.004565, 0.00544, 0.005092, 0.02015, 0.018364, -0.010806, -0.043543, -0.021847, -0.053488, 0.007692, 0.04013, 0.003188, 0.061292, 0.015607, -0.047702, -0.025575, 0.013656, -0.002318, 0.004866, 0.032317, 0.005666, 0.036582, 0.009692, -0.008086, 0.003322, 0.024571, 0.0065, 0.04395, -0.012222, -0.012901, -0.044151, -0.024037, 0.031231, -0.003049, -0.027817, -0.035291, 0.034151, -0.060738, 0.021454, -0.006524, 0.010665, -0.047614, 0.011108, 0.009319, 0.044879, -0.006419, -0.00543, 0.045573, -0.126455, 0.009664, 0.010811, 0.005751, -0.076881, 0.020755, 0.032656, 0.043741, 0.002233, -0.004756, -0.00376, 0.009307, 0.002504, 9.06E-4, 0.009033, -0.004743, 0.027033, 0.007222, -0.011521, 0.00416, 0.007795, -0.023426, -0.085267, 0.007498, -0.007702, 0.003652, -0.024327, 0.035768, 0.06716, -0.026599, 0.027974, -0.001606, -0.032592, 0.034924, -0.039606, 0.004778, 0.006819, -0.025384, 0.001981, 0.02253, -0.012517, 0.00253, -0.017171, 0.001514, -0.00165, -0.01636, -0.009735, 0.024407, -0.008403, -0.003353, -0.009905, 0.025867, 0.001389, -0.021722, -0.009919, 0.021338, -0.034804, -0.038925, 0.023555, 0.040266, 0.031906, -0.01215, -0.031861, 0.021101, -0.009882, -0.031885, 0.014222, -0.007834, -0.00729, -0.002374, -0.021309, -0.011399, -0.002546, -0.010915, -0.032379, 0.040356, 0.011016, -0.040001, -2.0E-6, 0.057171, -0.0328, -0.001043, -0.041557, -0.018734, -0.016892, -0.015558, 0.012276, -0.033888, 0.002825, 0.036929, -0.002211, -0.014793, -0.005022, 0.041162, 0.008502, 0.001888, -0.04309, -0.020909, -0.01373, 0.002821, 0.004798, 0.003644, -0.032356, -0.030494, 0.021557, -0.001986, -0.038663, -0.02042, -0.051854, -0.024537, -0.010364, -0.00119, -0.013855, 0.011175, 0.006178, 0.016753, 0.00273, -0.006465, -0.040183, 0.01116, -0.020345, -0.025018, 0.026438, -0.029261, 0.025738, 0.04295, 4.1E-4, 0.243443, 0.037449, -0.021077, -0.031138, -0.010247, 0.003096, -0.001165, -0.004599, -0.030698, -0.021622, 0.00903, 0.052265, 0.006861, 0.029007, 0.066215, -0.021299, -0.020654, 0.031613, 0.008927, 0.025061, 0.032613, 0.00381, 0.006086, -0.034692, 0.026792, -0.024948, 0.008738, -0.009207, -0.012919, 0.001439, 0.024877, 0.001169, -0.006084, -0.025062, 0.029041, -0.036678, -0.007482, -0.027286, -0.041287, 0.039965, 0.046326, 0.017366, 0.03028, -2.31E-4, -0.015117, -0.025123, 0.012882, 0.015296, 0.046094, -0.012199, 0.016983, 0.007087, 0.006712, 0.006042, 0.005628, -0.007558, 0.0101, -0.030841, -0.014596, -0.016328, -0.018992, -0.003906, 0.014696, -0.00331, -0.024454, -0.03967, 0.00763, -0.008368, 0.01059, -0.007445, 0.015112, -0.040178, -0.015716, -0.035317, 0.032622, 0.052822, -0.013367, 0.029171, -0.00438, 0.042494, 0.016013, -2.0E-5, 0.037459, -0.016859, 0.022236, -0.027637, -0.024886, 0.051444, 0.035363, -0.008754, -0.00553, -0.00215, 0.009063, -0.001587, -0.020801, 0.002675, 0.007469, 0.019971, 0.007308, -0.007206, 0.030021, 0.019894, 0.014298, -0.020085, -8.0E-6, 0.012176, -0.015597, 0.01604, -0.018453, -0.016177, 0.004706, -0.017747, 0.001644, -0.008674, 0.018972, -0.015087, -0.014748, 0.021406, -0.005902, 0.043081, 0.005756, -0.033267, -0.028993, 0.015627, 0.001272, -0.034762, 0.006237, -0.035147, 0.005214, -0.02743, 0.014662, 0.03313, 0.031829, -0.001063, 0.007861, 0.004783, 0.011318, -0.001402, -0.005392, -0.011977, 0.007658, -0.023883, 0.005564, 0.012926, 0.01356, 0.063392, -0.008342, -0.005824, 0.024618, 0.014653, -0.022116, 0.032489, 0.035266, -0.025681, -0.008889, -0.020779, 0.021776, -0.033664, -0.040453, 0.013761, 0.058823, -0.009761, -0.056887, -0.026345, 0.010128, -5.98E-4, 0.031012, -0.004175, 0.030565, -0.015402, 0.031881, -0.012772, 0.012223, 0.034349, 0.005598, -0.04488, -0.017982, 0.028019, 0.008388, -0.007042, 0.046514, 0.016355, 0.009689, 0.002901, -0.019658, -0.025637, -0.031636, 0.016534, 0.021587, 0.025946, -0.007174, -0.008816, 0.022197, 0.031193, 0.012856, -0.030057, 0.019375, -0.010189, -7.59E-4, 0.030795, 0.014157, -0.010895, -0.015292, -0.015774, -0.005455, -0.040573, -0.045288, -0.012088, -0.03173, 0.01492, -0.031407, 0.00258, 0.008467, -0.027054, 0.013655, 0.017243, 0.007957, -0.01835, -0.022597, 0.025793, -0.022374, -0.015874, -0.031069, -0.01523, 0.012169, -0.025948, 0.005703, -0.014614, -0.015531, -0.003962, 0.052078, -0.021333, 0.01139, 0.005753, 0.015451, 0.013727, 0.022837, -0.005438, 0.012281, 0.009002, 0.024826, 0.064222, 0.039236, 0.039161, 0.003728, -0.016497, -0.033096, 0.03836, -0.054873, 0.003412, 0.016773, -0.047116, 0.032285, 0.001372, 0.005103, -0.03138, 0.013116, -0.00791, 0.006393, -0.014937, -0.010859, -0.026276, 0.014732, -0.013533, 0.046518, -0.018618, -0.009153, 2.0E-6, 0.01324, 0.001339, -0.03329, 0.003633, 0.02699, -0.004488, -0.019676, -0.032191, -0.004986, -0.050766, 0.001329, -0.007996, -0.003251, 0.009971, -0.013391, -0.001418, -0.027697, -0.002887, -0.01395, 0.017045, -2.57E-4, -0.01346, -0.020458, -0.023107, -0.001809, -0.01023, 0.00652, -0.025979, 0.020466, 0.001191, 0.044318, -0.028594, -0.01373, -0.009103, 0.020418, -2.49E-4, -0.013315, 0.011444, -0.0292, 0.058237, -0.018266, -0.002751, 0.003529, -0.023385, 0.045813, 0.035084, -0.033264, 0.030701, -0.037149, -0.016013, 0.038439, -0.021138, 0.017129, 0.02321, -0.056734, 0.012482, 0.003018, 0.023477, -0.008481, -0.017335, -0.043282, -0.003343, 0.00392, 0.021389, 0.017094, 0.014096, -0.029192, 0.009941, -0.026378, 0.024347, 0.021147, 0.006283, -6.92E-4, 6.3E-5, 0.012439, 0.025874, -0.007716, 0.015065, 0.009228, 0.034885, 0.040122, -0.010126, 0.001699, 0.029407, -0.021316, -0.013929, -0.043858, -0.019504, 0.008579, -0.009991, 0.01889, 0.003739, 0.029773, 0.007001, 0.008397, 0.016213, 3.86E-4, -0.008984, 0.013092, 0.012704, -0.036781, -0.022123, -0.007874, -0.032589, -0.026556], time=1698201127220, split_content="OpenSearch是基于阿里巴巴自主研发的大规模分布式搜索引擎搭建的一站式商用智能搜索平台，目前为包括淘宝、天猫、菜鸟在内的阿里集团核心搜索业务提供中台服务支持。经过多年的行业搜索经验沉淀、双11大促流量冲击，智能开放搜索OpenSearch打磨出一套高性能、高时效、高可用、强稳定搜索全家桶服务，包括LLM智能问答版、行业算法版、高性能检索版、向量检索版、召回引擎版五类商品版本，以满足各行各业的搜索需求。OpenSearch以平台服务化的形式，将专业搜索技术简单化、低门槛化和低成本化，让搜索不再成为客户的业务瓶颈，以低成本实现产品搜索功能并快速迭代。", doc_id=001_1, doc_raw_id=001}}]
push result：{"code":200,"status":"OK"}
query embedding:0.056461,-0.022299,0.010191,0.005239,0.017211,0.012864,0.020677,0.003082,-0.011621,-0.017603,0.033528,0.008324,0.000752,0.082393,0.027965,0.017955,-0.003324,-0.016862,-0.003223,-0.065844,0.016975,-0.011610,0.007150,-0.018522,0.004093,0.018642,0.013216,0.000435,-0.012092,-0.026622,0.003681,-0.026467,-0.045411,-0.013893,0.020300,0.015443,-0.010667,0.035153,-0.036377,0.009357,-0.005444,0.026947,-0.002786,0.033751,-0.009809,-0.009839,0.023483,-0.029169,-0.031105,-0.007337,0.012124,0.017383,0.036262,0.003886,0.005606,-0.010442,-0.012086,-0.005145,0.044273,0.041942,0.006134,0.010034,0.047804,0.019039,-0.056189,-0.000974,-0.013313,-0.007197,-0.001369,0.009203,-0.019991,-0.021580,-0.005664,0.032563,-0.015103,0.037752,-0.005779,0.063278,0.000667,-0.001229,-0.063846,-0.006495,0.013653,-0.012912,0.004124,-0.002547,-0.001385,-0.039380,-0.015974,-0.014947,-0.016785,-0.002526,0.001668,-0.001622,0.007856,-0.002412,-0.005542,0.006690,-0.006366,0.005863,0.000554,-0.039473,-0.010887,0.025429,0.002793,0.009752,-0.000895,-0.032613,0.010462,-0.004819,0.013288,-0.044650,-0.017660,-0.005558,0.006254,-0.054664,0.000339,-0.014836,-0.018913,-0.002658,0.020985,-0.027049,0.014078,0.002778,0.037094,-0.050607,0.003662,0.045350,0.026906,-0.012073,0.015648,0.020512,-0.019363,-0.012959,0.010938,0.005413,-0.010557,-0.043171,-0.016847,-0.002012,0.012243,0.009211,0.003018,0.029248,-0.020133,-0.036677,-0.020185,-0.072717,-0.000156,0.012906,0.009136,-0.034648,-0.003844,-0.006712,0.016242,-0.017335,0.003412,0.024586,0.027526,-0.030112,-0.007521,0.019432,0.010122,0.010534,0.015565,0.010878,-0.029923,-0.018864,-0.001895,0.002606,0.007752,0.015003,-0.004934,-0.010743,-0.029878,0.056712,0.023827,0.004758,0.034237,0.003107,0.022136,0.029598,0.006852,0.007774,-0.005908,-0.021181,0.036524,0.008673,-0.017068,0.006426,-0.005317,-0.000004,-0.035065,-0.068465,0.039577,0.009327,0.020139,-0.025084,-0.004358,0.023451,-0.019005,-0.039707,-0.004909,0.001583,-0.003635,0.006805,-0.012655,-0.020799,-0.011369,-0.024230,0.002758,-0.010551,0.028526,0.039097,-0.051299,0.044866,0.017135,0.008617,-0.012568,-0.003648,-0.007272,0.009910,-0.006932,0.003791,-0.002346,0.026688,0.004660,-0.020840,-0.043051,-0.000407,0.010096,-0.023880,0.058001,-0.022511,-0.004899,-0.003586,0.034808,-0.012456,-0.077493,-0.017719,0.008453,0.023025,0.005615,0.019450,0.001952,-0.009604,0.022480,0.024650,-0.008619,0.012017,0.002013,-0.046393,0.004341,-0.004962,-0.015118,0.040693,0.050648,0.007334,0.016270,0.014450,-0.034453,-0.039564,0.016014,0.043441,0.019731,0.044710,-0.009908,0.002506,-0.002966,0.021500,-0.009407,0.021501,-0.009965,0.001881,-0.002423,-0.035804,0.021163,0.028897,-0.009609,0.012272,-0.005084,0.004125,-0.016211,0.039391,-0.000490,0.010011,0.004167,-0.002507,0.023841,-0.011793,0.101629,-0.011034,-0.016317,0.040436,0.045446,0.057407,0.015740,0.018932,0.015329,0.001594,-0.005910,-0.005332,0.008232,-0.002378,0.032217,0.003219,-0.018325,-0.009415,0.002253,0.060148,0.011840,0.010170,-0.023670,0.003363,-0.023813,0.034455,-0.059104,0.007803,0.021357,0.035242,0.029316,0.004669,0.049673,-0.026250,-0.008088,-0.004776,-0.020908,0.050633,0.033041,-0.004350,-0.033544,0.014542,-0.041260,0.002201,0.001841,-0.016959,0.001971,-0.010734,0.020101,0.039759,0.020948,0.043161,-0.006119,-0.039955,0.034394,0.025999,-0.033381,-0.030432,0.017707,-0.037619,0.035193,0.076246,0.006976,-0.001490,-0.007835,0.026622,0.010778,-0.037374,0.007483,0.013550,0.002482,-0.025046,0.021713,-0.006036,-0.013768,0.023743,-0.035607,0.017966,-0.031672,0.022158,-0.003465,0.017395,0.012933,-0.009938,0.022346,-0.003414,0.037195,-0.026122,-0.001202,0.019001,-0.015295,0.002207,0.030278,-0.027679,0.054448,-0.014583,0.014374,-0.062553,0.026031,-0.029202,-0.032781,0.012297,0.034171,0.019423,-0.000640,0.002323,0.019782,-0.034927,0.015204,-0.007460,0.014725,-0.022673,-0.066305,0.031369,-0.011298,-0.031642,-0.039041,0.042716,0.005634,-0.005793,-0.025339,0.002188,0.001565,0.002951,0.023795,0.012064,0.046131,0.024361,-0.026875,-0.025394,0.038365,0.034938,-0.001660,-0.001978,-0.012950,0.077172,0.013471,-0.010903,0.042885,-0.011968,-0.009632,0.018928,0.033449,-0.015670,0.024546,-0.006285,0.014185,-0.006907,-0.018377,0.012021,-0.021799,-0.025383,-0.048584,0.033512,-0.032774,-0.016880,-0.014674,-0.037415,-0.007175,0.004433,-0.016413,0.027629,-0.011993,0.041326,-0.017774,0.006966,0.004977,-0.051551,-0.006363,-0.019437,-0.002831,0.007423,0.009209,0.035642,-0.045361,0.003726,-0.034610,0.017399,0.005652,0.050822,0.008041,0.013933,-0.006410,-0.005329,0.005423,-0.041993,0.002219,-0.003304,0.005637,-0.043315,-0.018163,0.041573,0.003159,-0.026813,-0.014138,-0.006449,-0.024772,-0.000428,-0.037143,-0.008462,0.010255,0.001251,0.006287,-0.004350,-0.023947,-0.002329,-0.005565,0.009900,0.003407,-0.000665,0.014213,-0.016348,-0.006647,-0.025978,0.007294,0.021897,0.010458,-0.009913,-0.001226,0.000923,-0.016621,0.008652,-0.012617,-0.028200,-0.024570,0.014592,0.014071,0.002582,-0.035636,0.009368,-0.031159,-0.014395,-0.035967,0.008655,-0.011002,-0.010635,-0.000721,0.027004,-0.025299,0.038653,-0.017412,0.030455,0.072027,-0.014363,0.011973,0.003122,0.014459,-0.002968,0.028038,0.000357,0.027177,-0.026528,-0.004762,0.026533,0.002958,0.007391,-0.035100,0.043554,-0.009167,0.004111,0.045732,0.060486,-0.039470,-0.011897,0.015696,-0.022106,-0.003605,0.001953,0.049377,-0.015347,0.039237,0.017723,0.049662,-0.039579,0.001819,-0.009129,-0.002147,0.012800,0.001866,-0.060340,0.025938,0.038329,-0.001685,-0.065233,-0.015692,0.050471,-0.009902,0.025197,0.023240,-0.039210,-0.008692,0.014088,-0.028553,-0.009942,0.005184,-0.017144,0.044953,-0.038570,0.012058,0.012352,0.051804,0.019367,0.010923,0.000007,-0.040500,0.012981,0.013465,-0.043298,-0.032338,-0.016074,-0.009950,0.036262,-0.020808,-0.025424,-0.015295,-0.004225,0.042977,-0.026428,0.022949,-0.021444,0.030505,-0.030365,0.009215,-0.003596,0.026830,0.010288,-0.032308,-0.002990,0.002852,-0.010463,0.013042,0.013027,-0.008925,0.013613,-0.002018,0.015645,-0.011586,-0.000977,-0.039673,0.022729,0.012185,0.026739,-0.001617,-0.012799,-0.009709,0.013769,-0.071863,0.005557,0.009318,-0.018863,0.032465,0.060317,0.026370,0.044686,0.021364,0.030231,-0.020069,0.024025,0.004037,-0.003562,-0.007584,0.012593,0.037717,0.001507,0.021023,0.024209,-0.026789,-0.008929,-0.018053,0.013069,0.045735,0.028995,0.015024,-0.018486,0.044454,0.019916,0.008462,-0.012245,-0.003845,-0.001015,0.025203,-0.016686,0.030324,-0.002994,0.030703,0.001860,0.009860,0.042720,0.025960,0.051753,-0.008730,0.010885,0.013513,-0.038218,0.031732,-0.026051,0.019060,0.011230,0.006083,0.026450,0.029986,-0.022758,0.001741,0.009708,-0.008603,0.038412,0.050212,0.006329,-0.008645,0.008792,-0.046998,0.056460,0.012859,-0.025377,0.002287,0.016557,-0.004813,0.048508,-0.018439,0.011374,-0.004514,-0.034979,-0.002156,-0.012658,-0.002436,-0.037739,-0.003750,0.019100,-0.021715,0.005289,0.005218,-0.022136,-0.004920,0.007049,0.013817,-0.012510,-0.012945,0.048516,-0.001319,0.060245,-0.015410,-0.004806,-0.024124,0.003009,0.016844,-0.007187,-0.003690,-0.035659,-0.058251,0.020948,0.046366,-0.016457,-0.005170,-0.025038,0.007208,-0.005298,-0.017483,0.000822,0.006469,0.044155,-0.015402,-0.002412,0.015075,0.052012,-0.007913,-0.015444,0.021834,-0.012899,0.008666,0.020113,0.018982,0.054262,-0.013781,-0.010815,-0.011281,0.005285,-0.010030,0.038641,-0.001533,0.008806,-0.031823,0.043777,-0.010832,-0.010347,-0.061219,0.009040,0.013655,-0.024183,0.011224,-0.012470,-0.036044,-0.005531,-0.016115,-0.004765,-0.038201,0.001013,0.016364,0.014921,-0.012725,0.010327,0.019126,-0.004237,0.043053,0.024389,-0.001642,-0.050920,-0.004271,0.013908,0.005868,0.032469,-0.049054,-0.002818,-0.012552,0.023353,0.019397,0.017737,0.018935,-0.018902,0.024194,-0.036208,-0.006653,-0.010844,0.039635,-0.027094,0.000268,-0.024426,0.010455,-0.018598,0.011070,0.011797,-0.002381,0.007714,0.026643,0.007262,0.011317,-0.039627,0.019789,-0.017279,-0.001799,-0.008630,0.014482,0.014353,0.021330,-0.004931,-0.010813,-0.034964,0.025290,-0.000573,-0.003824,0.025292,-0.034545,0.001919,-0.002202,0.020009,0.040534,0.018812,0.017459,0.005399,0.039074,-0.015196,0.091785,-0.026544,0.002249,-0.048147,-0.005266,-0.027299,0.010481,0.007621,0.013453,-0.020103,0.018702,0.003388,-0.021126,0.006505,0.066320,-0.003365,-0.014950,0.034580,-0.057312,-0.004512,0.007546,-0.012542,0.006840,-0.043136,-0.020937,-0.009387,-0.011596,-0.008876,-0.018469,-0.004498,0.024499,-0.015671,-0.026266,0.034433,-0.011309,0.004281,-0.020139,0.001783,-0.018161,0.011255,-0.018591,-0.018963,0.037347,0.015720,0.049590,0.024954,0.036670,-0.017256,-0.050656,0.005966,0.021888,0.011179,-0.016122,-0.047491,0.045521,-0.037575,-0.019679,-0.006930,0.021904,0.016617,-0.010821,0.018326,-0.084593,-0.023112,-0.022087,-0.022685,-0.000040,0.003074,0.002370,-0.002578,-0.043289,0.006940,0.047208,0.020957,0.010898,-0.058179,-0.041703,-0.006897,-0.043686,0.022570,-0.006050,0.010607,-0.001660,0.005371,-0.009257,-0.039524,-0.022904,-0.022696,0.012879,0.018586,0.053574,-0.017795,-0.002766,-0.037567,-0.003033,0.055041,0.023542,-0.001971,-0.034320,0.015114,0.039970,-0.020491,-0.023075,0.050864,0.015404,-0.036252,0.052886,0.014479,-0.014517,0.045355,-0.008978,-0.019718,0.035841,-0.049526,0.007670,-0.008865,0.006309,-0.022691,0.004677,0.014698,-0.005738,-0.002798,0.002565,0.022931,0.012886,0.007849,0.048596,0.025161,-0.037310,-0.022538,-0.012690,-0.004600,-0.009448,-0.029158,0.004326,0.043027,-0.000089,0.030743,0.008594,-0.006563,-0.018520,0.022159,-0.002091,-0.030787,-0.036166,-0.011330,-0.065401,-0.026701,0.052942,-0.005142,0.090275,-0.004875,-0.047699,-0.030281,0.007662,-0.004438,-0.015252,0.013916,0.011527,0.045616,0.005892,-0.004762,0.028669,0.045485,0.018868,0.029493,-0.009867,0.000516,-0.028842,-0.031409,0.006486,-0.010698,-0.003856,-0.034573,0.021310,-0.043608,0.053343,0.014524,0.024047,-0.030143,0.001507,0.025894,-0.030892,-0.014533,0.029074,0.013127,0.002667,-0.017758,0.030896,0.025343,-0.003547,0.040645,0.022554,-0.020921,0.019250,-0.010465,-0.023057,-0.004518,-0.008027,-0.018026,0.003712,0.000080,0.042290,-0.011488,-0.020501,0.024785,-0.000097,-0.016022,-0.043462,-0.008521,-0.005680,0.005004,-0.009300,0.008053,-0.009662,-0.022840,0.031331,-0.007946,-0.044760,0.028183,-0.034628,0.010244,-0.007749,-0.017140,-0.019848,0.036131,-0.028122,-0.017072,0.016815,-0.005733,-0.002387,-0.022363,-0.004942,0.026178,0.012228,0.008402,0.032320,-0.008245,-0.010726,-0.048482,-0.014621,-0.001483,-0.054735,-0.025407,0.009403,0.054251,0.022365,-0.025443,-0.027931,0.038032,-0.007246,-0.027052,0.002227,-0.008792,0.004355,0.028980,-0.044494,0.003359,-0.013112,-0.023554,-0.030150,0.047230,0.035324,-0.062106,0.006629,0.054342,-0.026119,0.003146,-0.014551,-0.018958,-0.027017,0.015086,0.024350,-0.065244,0.024595,0.014252,0.008973,-0.024950,0.010081,0.040135,0.012152,0.002591,-0.048301,-0.016016,-0.009928,0.002209,0.007313,-0.003471,-0.041566,-0.021952,0.022198,0.020345,-0.010772,0.019829,-0.035996,-0.026956,-0.013498,-0.012316,-0.013720,0.044137,0.011234,0.044074,-0.006826,0.002774,-0.029499,0.015963,-0.015361,-0.021993,0.023467,-0.014333,0.045688,0.019081,-0.012558,-0.004700,-0.017035,-0.022635,-0.018019,-0.009086,0.013743,0.006878,-0.012586,-0.035518,-0.018838,-0.006920,0.050351,-0.012816,0.030866,0.051022,-0.023926,-0.016783,0.034726,-0.017387,0.013090,0.029872,0.004781,0.005985,-0.031623,0.031460,-0.018344,0.004333,-0.034198,-0.033611,-0.004381,0.041791,-0.000119,0.004484,-0.038126,0.035223,0.001299,0.007170,-0.039404,-0.029227,0.036082,0.032714,0.022950,0.008478,0.035063,-0.018784,-0.014489,0.005972,0.050900,0.040966,-0.000601,0.004329,-0.001076,0.011511,-0.010621,0.020707,-0.002308,0.038810,0.017433,-0.052270,0.012830,-0.047663,-0.015237,0.021095,0.026833,-0.032419,-0.033987,-0.012288,0.009672,-0.010542,0.002013,0.010977,-0.036384,-0.001355,-0.007702,0.025362,0.024324,-0.008530,0.053649,0.024263,0.025551,0.016382,0.002443,0.027556,0.005681,0.055145,-0.024532,-0.027226,0.050309,0.039416,-0.045189,-0.018948,-0.008216,0.011678,0.011184,-0.025611,0.021339,0.010821,-0.001780,0.010414,-0.013185,0.027809,0.005046,0.014817,-0.026998,0.000114,-0.001400,-0.010083,0.022149,-0.015183,-0.013025,-0.022860,-0.047164,0.003787,-0.005327,-0.000127,0.000380,-0.015875,0.024607,0.015149,0.014877,0.041469,-0.044576,-0.046663,-0.002728,0.036915,-0.026379,0.024130,-0.029445,0.012271,-0.017953,0.000367,0.019983,0.050751,0.013293,-0.000887,-0.013334,-0.027427,-0.003108,-0.022768,0.005832,0.003574,-0.008382,0.006807,-0.044431,-0.016706,0.070044,-0.000445,-0.006955,0.023128,-0.005465,-0.022109,0.000954,0.054848,-0.037803,-0.017078,-0.020475,0.009928,-0.023925,-0.028783,0.013858,0.025889,-0.009288,-0.038638,-0.015286,-0.032592,-0.007635,0.019512,0.002334,0.036384,-0.032301,0.022702,-0.002963,0.028737,0.020234,-0.016675,-0.020370,-0.041468,0.012700,-0.012711,-0.008011,0.037594,-0.005941,0.012711,0.016226,0.005813,-0.041474,-0.032485,-0.001278,0.020803,0.006269,0.024492,0.026306,0.023725,0.029367,0.027113,-0.015620,0.007532,-0.033771,0.006587,0.033858,-0.008139,-0.016876,-0.036952,-0.007164,0.014658,-0.026794,-0.039561,-0.028862,-0.033105,0.000146,-0.036700,-0.013280,0.007758,-0.033640,0.021100,0.006111,0.029082,-0.032793,-0.023288,0.023702,-0.002152,-0.029899,-0.017744,-0.023182,0.024655,-0.030203,-0.005664,0.001717,-0.031392,0.013520,0.051804,-0.009829,-0.002873,-0.003647,0.006281,-0.007775,0.038152,-0.001828,-0.001935,-0.003063,0.008763,0.048938,0.025180,0.045101,0.004559,-0.033103,-0.021690,0.036738,-0.055188,-0.020191,-0.020763,-0.028722,-0.015141,-0.017193,-0.001745,-0.027325,-0.020655,0.032718,0.022812,0.006682,-0.013999,-0.009862,0.028421,-0.018318,0.024047,-0.007101,-0.019050,0.000001,0.029301,0.018658,-0.013315,-0.004270,0.035065,-0.026922,-0.022693,-0.034590,-0.031083,-0.050307,0.008964,0.003082,0.000825,0.000806,-0.010786,-0.007968,-0.034061,-0.010610,-0.004492,0.030402,0.007235,-0.056481,-0.010593,-0.028188,-0.009964,-0.019885,0.006328,-0.009253,0.040838,-0.011793,0.047551,-0.024046,-0.017875,-0.015127,0.039064,-0.010155,-0.007542,-0.005338,-0.018315,0.058455,-0.008179,-0.026379,0.000155,-0.052476,0.044207,0.018358,-0.023074,0.053354,-0.048882,-0.018897,0.031976,-0.023643,0.040175,0.015752,-0.093107,0.017939,0.000552,-0.004468,-0.029663,-0.005766,-0.016906,-0.002315,-0.006245,0.008839,0.041290,0.009357,-0.021429,0.018612,-0.035483,0.019992,0.027928,-0.012973,-0.012328,-0.024097,0.020294,0.001577,-0.026591,0.023372,0.025602,0.028095,0.060088,-0.015104,0.008729,0.016588,-0.024920,-0.031317,-0.031254,-0.025634,0.012002,-0.012933,0.026356,-0.000359,0.020117,-0.004297,-0.003224,0.030989,0.007621,-0.009992,0.018271,0.010002,-0.020507,-0.038949,-0.013032,-0.041072,-0.026079
query vectors size:1536 vectors:[0.056461, -0.022299, 0.010191, 0.005239, 0.017211, 0.012864, 0.020677, 0.003082, -0.011621, -0.017603, 0.033528, 0.008324, 7.52E-4, 0.082393, 0.027965, 0.017955, -0.003324, -0.016862, -0.003223, -0.065844, 0.016975, -0.01161, 0.00715, -0.018522, 0.004093, 0.018642, 0.013216, 4.35E-4, -0.012092, -0.026622, 0.003681, -0.026467, -0.045411, -0.013893, 0.0203, 0.015443, -0.010667, 0.035153, -0.036377, 0.009357, -0.005444, 0.026947, -0.002786, 0.033751, -0.009809, -0.009839, 0.023483, -0.029169, -0.031105, -0.007337, 0.012124, 0.017383, 0.036262, 0.003886, 0.005606, -0.010442, -0.012086, -0.005145, 0.044273, 0.041942, 0.006134, 0.010034, 0.047804, 0.019039, -0.056189, -9.74E-4, -0.013313, -0.007197, -0.001369, 0.009203, -0.019991, -0.02158, -0.005664, 0.032563, -0.015103, 0.037752, -0.005779, 0.063278, 6.67E-4, -0.001229, -0.063846, -0.006495, 0.013653, -0.012912, 0.004124, -0.002547, -0.001385, -0.03938, -0.015974, -0.014947, -0.016785, -0.002526, 0.001668, -0.001622, 0.007856, -0.002412, -0.005542, 0.00669, -0.006366, 0.005863, 5.54E-4, -0.039473, -0.010887, 0.025429, 0.002793, 0.009752, -8.95E-4, -0.032613, 0.010462, -0.004819, 0.013288, -0.04465, -0.01766, -0.005558, 0.006254, -0.054664, 3.39E-4, -0.014836, -0.018913, -0.002658, 0.020985, -0.027049, 0.014078, 0.002778, 0.037094, -0.050607, 0.003662, 0.04535, 0.026906, -0.012073, 0.015648, 0.020512, -0.019363, -0.012959, 0.010938, 0.005413, -0.010557, -0.043171, -0.016847, -0.002012, 0.012243, 0.009211, 0.003018, 0.029248, -0.020133, -0.036677, -0.020185, -0.072717, -1.56E-4, 0.012906, 0.009136, -0.034648, -0.003844, -0.006712, 0.016242, -0.017335, 0.003412, 0.024586, 0.027526, -0.030112, -0.007521, 0.019432, 0.010122, 0.010534, 0.015565, 0.010878, -0.029923, -0.018864, -0.001895, 0.002606, 0.007752, 0.015003, -0.004934, -0.010743, -0.029878, 0.056712, 0.023827, 0.004758, 0.034237, 0.003107, 0.022136, 0.029598, 0.006852, 0.007774, -0.005908, -0.021181, 0.036524, 0.008673, -0.017068, 0.006426, -0.005317, -4.0E-6, -0.035065, -0.068465, 0.039577, 0.009327, 0.020139, -0.025084, -0.004358, 0.023451, -0.019005, -0.039707, -0.004909, 0.001583, -0.003635, 0.006805, -0.012655, -0.020799, -0.011369, -0.02423, 0.002758, -0.010551, 0.028526, 0.039097, -0.051299, 0.044866, 0.017135, 0.008617, -0.012568, -0.003648, -0.007272, 0.00991, -0.006932, 0.003791, -0.002346, 0.026688, 0.00466, -0.02084, -0.043051, -4.07E-4, 0.010096, -0.02388, 0.058001, -0.022511, -0.004899, -0.003586, 0.034808, -0.012456, -0.077493, -0.017719, 0.008453, 0.023025, 0.005615, 0.01945, 0.001952, -0.009604, 0.02248, 0.02465, -0.008619, 0.012017, 0.002013, -0.046393, 0.004341, -0.004962, -0.015118, 0.040693, 0.050648, 0.007334, 0.01627, 0.01445, -0.034453, -0.039564, 0.016014, 0.043441, 0.019731, 0.04471, -0.009908, 0.002506, -0.002966, 0.0215, -0.009407, 0.021501, -0.009965, 0.001881, -0.002423, -0.035804, 0.021163, 0.028897, -0.009609, 0.012272, -0.005084, 0.004125, -0.016211, 0.039391, -4.9E-4, 0.010011, 0.004167, -0.002507, 0.023841, -0.011793, 0.101629, -0.011034, -0.016317, 0.040436, 0.045446, 0.057407, 0.01574, 0.018932, 0.015329, 0.001594, -0.00591, -0.005332, 0.008232, -0.002378, 0.032217, 0.003219, -0.018325, -0.009415, 0.002253, 0.060148, 0.01184, 0.01017, -0.02367, 0.003363, -0.023813, 0.034455, -0.059104, 0.007803, 0.021357, 0.035242, 0.029316, 0.004669, 0.049673, -0.02625, -0.008088, -0.004776, -0.020908, 0.050633, 0.033041, -0.00435, -0.033544, 0.014542, -0.04126, 0.002201, 0.001841, -0.016959, 0.001971, -0.010734, 0.020101, 0.039759, 0.020948, 0.043161, -0.006119, -0.039955, 0.034394, 0.025999, -0.033381, -0.030432, 0.017707, -0.037619, 0.035193, 0.076246, 0.006976, -0.00149, -0.007835, 0.026622, 0.010778, -0.037374, 0.007483, 0.01355, 0.002482, -0.025046, 0.021713, -0.006036, -0.013768, 0.023743, -0.035607, 0.017966, -0.031672, 0.022158, -0.003465, 0.017395, 0.012933, -0.009938, 0.022346, -0.003414, 0.037195, -0.026122, -0.001202, 0.019001, -0.015295, 0.002207, 0.030278, -0.027679, 0.054448, -0.014583, 0.014374, -0.062553, 0.026031, -0.029202, -0.032781, 0.012297, 0.034171, 0.019423, -6.4E-4, 0.002323, 0.019782, -0.034927, 0.015204, -0.00746, 0.014725, -0.022673, -0.066305, 0.031369, -0.011298, -0.031642, -0.039041, 0.042716, 0.005634, -0.005793, -0.025339, 0.002188, 0.001565, 0.002951, 0.023795, 0.012064, 0.046131, 0.024361, -0.026875, -0.025394, 0.038365, 0.034938, -0.00166, -0.001978, -0.01295, 0.077172, 0.013471, -0.010903, 0.042885, -0.011968, -0.009632, 0.018928, 0.033449, -0.01567, 0.024546, -0.006285, 0.014185, -0.006907, -0.018377, 0.012021, -0.021799, -0.025383, -0.048584, 0.033512, -0.032774, -0.01688, -0.014674, -0.037415, -0.007175, 0.004433, -0.016413, 0.027629, -0.011993, 0.041326, -0.017774, 0.006966, 0.004977, -0.051551, -0.006363, -0.019437, -0.002831, 0.007423, 0.009209, 0.035642, -0.045361, 0.003726, -0.03461, 0.017399, 0.005652, 0.050822, 0.008041, 0.013933, -0.00641, -0.005329, 0.005423, -0.041993, 0.002219, -0.003304, 0.005637, -0.043315, -0.018163, 0.041573, 0.003159, -0.026813, -0.014138, -0.006449, -0.024772, -4.28E-4, -0.037143, -0.008462, 0.010255, 0.001251, 0.006287, -0.00435, -0.023947, -0.002329, -0.005565, 0.0099, 0.003407, -6.65E-4, 0.014213, -0.016348, -0.006647, -0.025978, 0.007294, 0.021897, 0.010458, -0.009913, -0.001226, 9.23E-4, -0.016621, 0.008652, -0.012617, -0.0282, -0.02457, 0.014592, 0.014071, 0.002582, -0.035636, 0.009368, -0.031159, -0.014395, -0.035967, 0.008655, -0.011002, -0.010635, -7.21E-4, 0.027004, -0.025299, 0.038653, -0.017412, 0.030455, 0.072027, -0.014363, 0.011973, 0.003122, 0.014459, -0.002968, 0.028038, 3.57E-4, 0.027177, -0.026528, -0.004762, 0.026533, 0.002958, 0.007391, -0.0351, 0.043554, -0.009167, 0.004111, 0.045732, 0.060486, -0.03947, -0.011897, 0.015696, -0.022106, -0.003605, 0.001953, 0.049377, -0.015347, 0.039237, 0.017723, 0.049662, -0.039579, 0.001819, -0.009129, -0.002147, 0.0128, 0.001866, -0.06034, 0.025938, 0.038329, -0.001685, -0.065233, -0.015692, 0.050471, -0.009902, 0.025197, 0.02324, -0.03921, -0.008692, 0.014088, -0.028553, -0.009942, 0.005184, -0.017144, 0.044953, -0.03857, 0.012058, 0.012352, 0.051804, 0.019367, 0.010923, 7.0E-6, -0.0405, 0.012981, 0.013465, -0.043298, -0.032338, -0.016074, -0.00995, 0.036262, -0.020808, -0.025424, -0.015295, -0.004225, 0.042977, -0.026428, 0.022949, -0.021444, 0.030505, -0.030365, 0.009215, -0.003596, 0.02683, 0.010288, -0.032308, -0.00299, 0.002852, -0.010463, 0.013042, 0.013027, -0.008925, 0.013613, -0.002018, 0.015645, -0.011586, -9.77E-4, -0.039673, 0.022729, 0.012185, 0.026739, -0.001617, -0.012799, -0.009709, 0.013769, -0.071863, 0.005557, 0.009318, -0.018863, 0.032465, 0.060317, 0.02637, 0.044686, 0.021364, 0.030231, -0.020069, 0.024025, 0.004037, -0.003562, -0.007584, 0.012593, 0.037717, 0.001507, 0.021023, 0.024209, -0.026789, -0.008929, -0.018053, 0.013069, 0.045735, 0.028995, 0.015024, -0.018486, 0.044454, 0.019916, 0.008462, -0.012245, -0.003845, -0.001015, 0.025203, -0.016686, 0.030324, -0.002994, 0.030703, 0.00186, 0.00986, 0.04272, 0.02596, 0.051753, -0.00873, 0.010885, 0.013513, -0.038218, 0.031732, -0.026051, 0.01906, 0.01123, 0.006083, 0.02645, 0.029986, -0.022758, 0.001741, 0.009708, -0.008603, 0.038412, 0.050212, 0.006329, -0.008645, 0.008792, -0.046998, 0.05646, 0.012859, -0.025377, 0.002287, 0.016557, -0.004813, 0.048508, -0.018439, 0.011374, -0.004514, -0.034979, -0.002156, -0.012658, -0.002436, -0.037739, -0.00375, 0.0191, -0.021715, 0.005289, 0.005218, -0.022136, -0.00492, 0.007049, 0.013817, -0.01251, -0.012945, 0.048516, -0.001319, 0.060245, -0.01541, -0.004806, -0.024124, 0.003009, 0.016844, -0.007187, -0.00369, -0.035659, -0.058251, 0.020948, 0.046366, -0.016457, -0.00517, -0.025038, 0.007208, -0.005298, -0.017483, 8.22E-4, 0.006469, 0.044155, -0.015402, -0.002412, 0.015075, 0.052012, -0.007913, -0.015444, 0.021834, -0.012899, 0.008666, 0.020113, 0.018982, 0.054262, -0.013781, -0.010815, -0.011281, 0.005285, -0.01003, 0.038641, -0.001533, 0.008806, -0.031823, 0.043777, -0.010832, -0.010347, -0.061219, 0.00904, 0.013655, -0.024183, 0.011224, -0.01247, -0.036044, -0.005531, -0.016115, -0.004765, -0.038201, 0.001013, 0.016364, 0.014921, -0.012725, 0.010327, 0.019126, -0.004237, 0.043053, 0.024389, -0.001642, -0.05092, -0.004271, 0.013908, 0.005868, 0.032469, -0.049054, -0.002818, -0.012552, 0.023353, 0.019397, 0.017737, 0.018935, -0.018902, 0.024194, -0.036208, -0.006653, -0.010844, 0.039635, -0.027094, 2.68E-4, -0.024426, 0.010455, -0.018598, 0.01107, 0.011797, -0.002381, 0.007714, 0.026643, 0.007262, 0.011317, -0.039627, 0.019789, -0.017279, -0.001799, -0.00863, 0.014482, 0.014353, 0.02133, -0.004931, -0.010813, -0.034964, 0.02529, -5.73E-4, -0.003824, 0.025292, -0.034545, 0.001919, -0.002202, 0.020009, 0.040534, 0.018812, 0.017459, 0.005399, 0.039074, -0.015196, 0.091785, -0.026544, 0.002249, -0.048147, -0.005266, -0.027299, 0.010481, 0.007621, 0.013453, -0.020103, 0.018702, 0.003388, -0.021126, 0.006505, 0.06632, -0.003365, -0.01495, 0.03458, -0.057312, -0.004512, 0.007546, -0.012542, 0.00684, -0.043136, -0.020937, -0.009387, -0.011596, -0.008876, -0.018469, -0.004498, 0.024499, -0.015671, -0.026266, 0.034433, -0.011309, 0.004281, -0.020139, 0.001783, -0.018161, 0.011255, -0.018591, -0.018963, 0.037347, 0.01572, 0.04959, 0.024954, 0.03667, -0.017256, -0.050656, 0.005966, 0.021888, 0.011179, -0.016122, -0.047491, 0.045521, -0.037575, -0.019679, -0.00693, 0.021904, 0.016617, -0.010821, 0.018326, -0.084593, -0.023112, -0.022087, -0.022685, -4.0E-5, 0.003074, 0.00237, -0.002578, -0.043289, 0.00694, 0.047208, 0.020957, 0.010898, -0.058179, -0.041703, -0.006897, -0.043686, 0.02257, -0.00605, 0.010607, -0.00166, 0.005371, -0.009257, -0.039524, -0.022904, -0.022696, 0.012879, 0.018586, 0.053574, -0.017795, -0.002766, -0.037567, -0.003033, 0.055041, 0.023542, -0.001971, -0.03432, 0.015114, 0.03997, -0.020491, -0.023075, 0.050864, 0.015404, -0.036252, 0.052886, 0.014479, -0.014517, 0.045355, -0.008978, -0.019718, 0.035841, -0.049526, 0.00767, -0.008865, 0.006309, -0.022691, 0.004677, 0.014698, -0.005738, -0.002798, 0.002565, 0.022931, 0.012886, 0.007849, 0.048596, 0.025161, -0.03731, -0.022538, -0.01269, -0.0046, -0.009448, -0.029158, 0.004326, 0.043027, -8.9E-5, 0.030743, 0.008594, -0.006563, -0.01852, 0.022159, -0.002091, -0.030787, -0.036166, -0.01133, -0.065401, -0.026701, 0.052942, -0.005142, 0.090275, -0.004875, -0.047699, -0.030281, 0.007662, -0.004438, -0.015252, 0.013916, 0.011527, 0.045616, 0.005892, -0.004762, 0.028669, 0.045485, 0.018868, 0.029493, -0.009867, 5.16E-4, -0.028842, -0.031409, 0.006486, -0.010698, -0.003856, -0.034573, 0.02131, -0.043608, 0.053343, 0.014524, 0.024047, -0.030143, 0.001507, 0.025894, -0.030892, -0.014533, 0.029074, 0.013127, 0.002667, -0.017758, 0.030896, 0.025343, -0.003547, 0.040645, 0.022554, -0.020921, 0.01925, -0.010465, -0.023057, -0.004518, -0.008027, -0.018026, 0.003712, 8.0E-5, 0.04229, -0.011488, -0.020501, 0.024785, -9.7E-5, -0.016022, -0.043462, -0.008521, -0.00568, 0.005004, -0.0093, 0.008053, -0.009662, -0.02284, 0.031331, -0.007946, -0.04476, 0.028183, -0.034628, 0.010244, -0.007749, -0.01714, -0.019848, 0.036131, -0.028122, -0.017072, 0.016815, -0.005733, -0.002387, -0.022363, -0.004942, 0.026178, 0.012228, 0.008402, 0.03232, -0.008245, -0.010726, -0.048482, -0.014621, -0.001483, -0.054735, -0.025407, 0.009403, 0.054251, 0.022365, -0.025443, -0.027931, 0.038032, -0.007246, -0.027052, 0.002227, -0.008792, 0.004355, 0.02898, -0.044494, 0.003359, -0.013112, -0.023554, -0.03015, 0.04723, 0.035324, -0.062106, 0.006629, 0.054342, -0.026119, 0.003146, -0.014551, -0.018958, -0.027017, 0.015086, 0.02435, -0.065244, 0.024595, 0.014252, 0.008973, -0.02495, 0.010081, 0.040135, 0.012152, 0.002591, -0.048301, -0.016016, -0.009928, 0.002209, 0.007313, -0.003471, -0.041566, -0.021952, 0.022198, 0.020345, -0.010772, 0.019829, -0.035996, -0.026956, -0.013498, -0.012316, -0.01372, 0.044137, 0.011234, 0.044074, -0.006826, 0.002774, -0.029499, 0.015963, -0.015361, -0.021993, 0.023467, -0.014333, 0.045688, 0.019081, -0.012558, -0.0047, -0.017035, -0.022635, -0.018019, -0.009086, 0.013743, 0.006878, -0.012586, -0.035518, -0.018838, -0.00692, 0.050351, -0.012816, 0.030866, 0.051022, -0.023926, -0.016783, 0.034726, -0.017387, 0.01309, 0.029872, 0.004781, 0.005985, -0.031623, 0.03146, -0.018344, 0.004333, -0.034198, -0.033611, -0.004381, 0.041791, -1.19E-4, 0.004484, -0.038126, 0.035223, 0.001299, 0.00717, -0.039404, -0.029227, 0.036082, 0.032714, 0.02295, 0.008478, 0.035063, -0.018784, -0.014489, 0.005972, 0.0509, 0.040966, -6.01E-4, 0.004329, -0.001076, 0.011511, -0.010621, 0.020707, -0.002308, 0.03881, 0.017433, -0.05227, 0.01283, -0.047663, -0.015237, 0.021095, 0.026833, -0.032419, -0.033987, -0.012288, 0.009672, -0.010542, 0.002013, 0.010977, -0.036384, -0.001355, -0.007702, 0.025362, 0.024324, -0.00853, 0.053649, 0.024263, 0.025551, 0.016382, 0.002443, 0.027556, 0.005681, 0.055145, -0.024532, -0.027226, 0.050309, 0.039416, -0.045189, -0.018948, -0.008216, 0.011678, 0.011184, -0.025611, 0.021339, 0.010821, -0.00178, 0.010414, -0.013185, 0.027809, 0.005046, 0.014817, -0.026998, 1.14E-4, -0.0014, -0.010083, 0.022149, -0.015183, -0.013025, -0.02286, -0.047164, 0.003787, -0.005327, -1.27E-4, 3.8E-4, -0.015875, 0.024607, 0.015149, 0.014877, 0.041469, -0.044576, -0.046663, -0.002728, 0.036915, -0.026379, 0.02413, -0.029445, 0.012271, -0.017953, 3.67E-4, 0.019983, 0.050751, 0.013293, -8.87E-4, -0.013334, -0.027427, -0.003108, -0.022768, 0.005832, 0.003574, -0.008382, 0.006807, -0.044431, -0.016706, 0.070044, -4.45E-4, -0.006955, 0.023128, -0.005465, -0.022109, 9.54E-4, 0.054848, -0.037803, -0.017078, -0.020475, 0.009928, -0.023925, -0.028783, 0.013858, 0.025889, -0.009288, -0.038638, -0.015286, -0.032592, -0.007635, 0.019512, 0.002334, 0.036384, -0.032301, 0.022702, -0.002963, 0.028737, 0.020234, -0.016675, -0.02037, -0.041468, 0.0127, -0.012711, -0.008011, 0.037594, -0.005941, 0.012711, 0.016226, 0.005813, -0.041474, -0.032485, -0.001278, 0.020803, 0.006269, 0.024492, 0.026306, 0.023725, 0.029367, 0.027113, -0.01562, 0.007532, -0.033771, 0.006587, 0.033858, -0.008139, -0.016876, -0.036952, -0.007164, 0.014658, -0.026794, -0.039561, -0.028862, -0.033105, 1.46E-4, -0.0367, -0.01328, 0.007758, -0.03364, 0.0211, 0.006111, 0.029082, -0.032793, -0.023288, 0.023702, -0.002152, -0.029899, -0.017744, -0.023182, 0.024655, -0.030203, -0.005664, 0.001717, -0.031392, 0.01352, 0.051804, -0.009829, -0.002873, -0.003647, 0.006281, -0.007775, 0.038152, -0.001828, -0.001935, -0.003063, 0.008763, 0.048938, 0.02518, 0.045101, 0.004559, -0.033103, -0.02169, 0.036738, -0.055188, -0.020191, -0.020763, -0.028722, -0.015141, -0.017193, -0.001745, -0.027325, -0.020655, 0.032718, 0.022812, 0.006682, -0.013999, -0.009862, 0.028421, -0.018318, 0.024047, -0.007101, -0.01905, 1.0E-6, 0.029301, 0.018658, -0.013315, -0.00427, 0.035065, -0.026922, -0.022693, -0.03459, -0.031083, -0.050307, 0.008964, 0.003082, 8.25E-4, 8.06E-4, -0.010786, -0.007968, -0.034061, -0.01061, -0.004492, 0.030402, 0.007235, -0.056481, -0.010593, -0.028188, -0.009964, -0.019885, 0.006328, -0.009253, 0.040838, -0.011793, 0.047551, -0.024046, -0.017875, -0.015127, 0.039064, -0.010155, -0.007542, -0.005338, -0.018315, 0.058455, -0.008179, -0.026379, 1.55E-4, -0.052476, 0.044207, 0.018358, -0.023074, 0.053354, -0.048882, -0.018897, 0.031976, -0.023643, 0.040175, 0.015752, -0.093107, 0.017939, 5.52E-4, -0.004468, -0.029663, -0.005766, -0.016906, -0.002315, -0.006245, 0.008839, 0.04129, 0.009357, -0.021429, 0.018612, -0.035483, 0.019992, 0.027928, -0.012973, -0.012328, -0.024097, 0.020294, 0.001577, -0.026591, 0.023372, 0.025602, 0.028095, 0.060088, -0.015104, 0.008729, 0.016588, -0.02492, -0.031317, -0.031254, -0.025634, 0.012002, -0.012933, 0.026356, -3.59E-4, 0.020117, -0.004297, -0.003224, 0.030989, 0.007621, -0.009992, 0.018271, 0.010002, -0.020507, -0.038949, -0.013032, -0.041072, -0.026079]
search result:{"totalCount":1,"result":[{"id":"001_1","vector":[0.05804400146007538,0.016687000170350076,-0.022245999425649644,-0.008655999787151814,-0.010812000371515751,-0.006184000056236982,0.012377999722957611,0.00597799988463521,-0.009739999659359455,-0.03529899939894676,0.021952999755740167,0.01309099979698658,0.017357999458909036,0.06098899990320206,0.03172700107097626,0.01494900044053793,0.006477999966591597,-0.021978000178933145,-0.01194700039923191,-0.048507001250982288,0.014746000058948994,0.0038840000052005054,0.026698999106884004,-0.010347999632358551,-0.00047900000936351717,0.014971000142395497,0.007067000027745962,0.013271000236272812,-0.025436000898480417,-0.014716999605298043,0.012381000444293023,-0.03361700102686882,-0.027403999119997026,-0.011423000134527684,0.00889500044286251,0.006054999772459269,-0.00957299955189228,0.03535100072622299,-0.0178810004144907,0.00595800019800663,-0.026910999789834024,0.02155500091612339,0.014417000114917755,0.02601199969649315,-0.02148500084877014,-0.011951000429689885,-0.0008350000134669244,-0.02181600034236908,-0.02507299929857254,-0.012137000449001789,-0.0007450000266544521,0.014860999770462513,0.030778000131249429,0.006122000049799681,0.004112999886274338,-0.023163000121712686,-0.005960999988019466,-0.001550000044517219,0.03614899888634682,0.037098001688718799,-0.0005179999861866236,0.0047160000540316109,0.05858499929308891,0.0032279998995363714,-0.04874200001358986,0.004515999928116798,0.0014860000228509307,-0.0114120002835989,0.012136000208556652,0.007991000078618527,-0.005344000179320574,0.012090999633073807,-0.005158000160008669,0.03689499944448471,0.006360999774187803,0.03241800144314766,-0.010906999930739403,0.0605430006980896,-0.02881000004708767,-0.016878999769687654,-0.03893899917602539,-0.024667000398039819,-0.009909000247716904,-0.031665001064538959,0.012210999615490437,-0.010529999621212483,-0.0016589999431744218,-0.05297299847006798,-0.028960999101400377,-0.025147000327706338,-0.020444000139832498,-0.007164999842643738,0.007021000143140554,-0.01435100007802248,-0.000035000000934815034,0.00887999963015318,0.0009529999806545675,0.012210000306367875,0.005322999786585569,-0.008290999568998814,-0.021522000432014467,-0.033670999109745029,-0.0021120000164955856,0.013501999899744988,0.023818999528884889,0.021291999146342279,0.03895900025963783,-0.04228200018405914,0.009797999635338784,0.005483000073581934,-0.008710999973118306,-0.040084000676870349,-0.005710999947041273,-0.005491999909281731,0.007100999820977449,-0.011001000180840493,-0.01272599957883358,-0.001601999974809587,0.004594000056385994,-0.0029490001033991577,0.010606000199913979,-0.0028440000023692848,0.02586900070309639,-0.005638000089675188,0.026249000802636148,-0.047993000596761706,-0.00024900000425986946,0.03176200017333031,-0.00045200000749900937,-0.009248999878764153,0.01357400044798851,0.027016999199986459,-0.018883999437093736,-0.014539999887347222,0.013194999657571316,0.009953999891877175,-0.009197999723255635,0.004317999817430973,-0.038304999470710757,0.002191999927163124,-0.006012000143527985,-0.006111000198870897,-0.008621999993920327,0.028334999457001687,-0.03602999821305275,-0.03539999946951866,-0.019099999219179155,-0.039723001420497897,-0.0018990000244230033,-0.011110999621450901,0.03635599836707115,-0.03786800056695938,-0.011981000192463398,-0.004143999889492989,0.009327000007033348,-0.023068999871611596,0.0017290000105276704,0.025915000587701799,0.012229000218212605,-0.01739400066435337,-0.016009999439120294,0.004683999810367823,-0.010968999937176705,0.006821999792009592,0.006120000034570694,0.009138000197708607,-0.0030139998998492958,-0.004114000126719475,0.0010260000126436353,0.004333000164479017,0.0010470000561326743,0.005621000193059444,-0.006221000105142593,-0.016032999381422998,-0.004201999865472317,0.03654199838638306,0.024228999391198159,0.005408000200986862,0.032159000635147098,0.028030000627040864,0.020174000412225724,0.023739000782370569,-0.0008440000237897039,-0.012083999812602997,-0.028595000505447389,-0.011119999922811985,0.01278700027614832,-0.0004360000020824373,0.002248999895527959,-0.004889000207185745,0.015969999134540559,-0.011092999950051308,-0.017294999212026597,-0.05786700174212456,0.05475600063800812,-0.004767999984323978,0.012562000192701817,-0.009232000447809697,0.024575000628829004,0.03053100034594536,-0.00648800004273653,-0.05186999961733818,-0.01912200078368187,0.00025400001322850585,-0.017613999545574189,0.012740000151097775,-0.004257999826222658,-0.03923200070858002,-0.00120900000911206,-0.011180000379681588,-0.030709000304341317,-0.0032019999343901874,0.027612999081611635,0.020440999418497087,-0.030598999932408334,0.002051000017672777,0.017683999612927438,0.020654000341892244,-0.02044999971985817,-0.0015510000521317125,-0.008429000154137612,0.020066000521183015,0.004898999817669392,0.01713700033724308,-0.004931999836117029,0.026040999218821527,0.017907999455928804,-0.01603199914097786,-0.04653799906373024,0.019037999212741853,0.00815299991518259,0.001744000008329749,0.07510799914598465,-0.039294999092817309,0.03791499882936478,0.01014699973165989,0.031644999980926517,-0.014635000377893448,-0.05239399895071983,-0.011537999846041203,-0.03538599982857704,0.031989000737667087,0.003137999912723899,0.013434999622404576,0.013667000457644463,-0.01643799990415573,0.02525700069963932,0.00045900000259280205,-0.0017640000442042947,0.022109000012278558,0.010494000278413296,-0.059115998446941379,0.01359300035983324,0.007346999831497669,0.006291999947279692,0.03565099835395813,0.023750999942421914,-0.0013760000001639128,0.01770699955523014,-0.00878399983048439,-0.023132000118494035,-0.030223000794649125,-0.005874999798834324,-0.011633000336587429,0.020397000014781953,0.028700999915599824,0.009517000056803227,0.006173999980092049,-0.009302999824285508,-0.0009089999948628247,-0.01373900007456541,0.014045000076293946,-0.011676999740302563,0.01056899968534708,-0.002400000113993883,-0.009797999635338784,0.04435199871659279,0.02950800023972988,-0.018214000388979913,0.0017450000159442425,-0.006428000051528215,0.010971000418066979,-0.018803000450134279,0.020990999415516855,0.008808000013232232,0.008434000425040722,0.02212199941277504,-0.006821000017225742,-0.012543000280857087,-0.0018319999799132348,0.07901400327682495,-0.027042999863624574,-0.009073999710381031,0.03304800018668175,0.029714999720454217,0.0355679988861084,0.014769000001251698,0.03528200089931488,0.02695300057530403,0.03662699833512306,0.0003009999927598983,-0.013399999588727951,0.0017979999538511038,0.014529000036418438,0.008212000131607056,0.014662000350654126,-0.026667000725865365,-0.00646999990567565,0.002615999896079302,0.04827899858355522,0.012186000123620034,0.0035540000535547735,-0.016638999804854394,-0.00495600001886487,0.0016479999758303166,0.04211699962615967,-0.05776499956846237,0.0018820000113919378,0.020935000851750375,0.019756000488996507,0.019912000745534898,-0.0009110000100918114,0.026072999462485315,-0.011676999740302563,-0.012462000362575055,-0.015345999971032143,-0.004505000077188015,0.056710999459028247,0.03351199999451637,0.024553000926971437,-0.04181100055575371,0.0065299998968839649,-0.03531999886035919,0.015675000846385957,-0.018283000215888025,-0.024692000821232797,0.012524999678134919,-0.012280000373721123,0.03111499920487404,0.027809999883174897,0.03328799828886986,0.0351409986615181,-0.005752999801188707,-0.054809000343084338,0.0368259996175766,0.00981799978762865,-0.046755000948905948,-0.028439000248908998,-0.01879199966788292,-0.0020119999535381796,0.04052399843931198,0.10975799709558487,0.02570899948477745,0.021112000569701196,-0.017299000173807145,0.02546600066125393,0.0023330000694841148,-0.01512600015848875,-0.014613999985158444,0.02067900076508522,0.0005760000203736126,0.005901999771595001,0.025762999430298806,0.0007430000114254653,0.0006249999860301614,0.002535999985411763,-0.022502999752759935,0.0058200000785291199,-0.02091900072991848,0.03660399839282036,-0.01242200005799532,0.05891599878668785,-0.0029239999130368234,-0.008834999985992909,0.014675999991595745,-0.0013620000099763275,0.013659999705851078,0.010238000191748143,0.012663000263273716,0.033438000828027728,-0.022463999688625337,0.005625000223517418,-0.01588200032711029,-0.01701500080525875,0.050668999552726749,-0.0047599999234080318,0.0030559999868273737,-0.05944500118494034,-0.015390999615192414,-0.010493000037968159,-0.026664000004529954,-0.007443999871611595,0.021883999928832055,0.0006389999762177467,0.007224999833852053,-0.013926000334322453,-0.009843000210821629,-0.02502400055527687,0.01827099919319153,0.00864300038665533,0.007627000100910664,-0.010666999965906144,-0.07105100154876709,-0.003063000040128827,-0.01950100064277649,-0.026079000905156137,-0.03562000021338463,0.04947799816727638,-0.003630999941378832,-0.007280000019818544,-0.030150000005960466,0.00021399999968707561,-0.016983000561594964,-0.01655299961566925,0.009979999624192715,0.03574699908494949,0.041868001222610477,0.01500799972563982,-0.013980000279843808,0.0033030000049620868,0.046216998249292377,-0.022189000621438028,0.0022350000217556955,0.01831500045955181,0.021647000685334207,0.06267400085926056,-0.01943499967455864,0.0009239999926649034,0.03722599893808365,0.007845999673008919,-0.02444699965417385,-0.018015999346971513,0.002812999999150634,0.02499300055205822,0.028269000351428987,0.004176999907940626,0.029184000566601754,0.0009740000241436064,-0.016544999554753305,0.02306400053203106,-0.028302999213337899,-0.01641800068318844,-0.009785999543964863,0.0007440000190399587,-0.033323999494314197,-0.03657099977135658,-0.01952899992465973,-0.0165570005774498,-0.0164209995418787,-0.011215000413358212,-0.233473002910614,0.011486999690532685,0.00035799999022856355,0.02489900030195713,-0.0190069992095232,-0.008724000304937363,-0.014283999800682068,-0.043063998222351077,-0.017556000500917436,-0.00007999999797903001,0.00457199988886714,0.014438999816775322,0.02707800082862377,0.038718000054359439,-0.01457700040191412,-0.008953000418841839,-0.029270999133586885,-0.011959999799728394,0.013319999910891056,0.027638999745249749,0.005117999855428934,0.0031250000465661289,-0.003254000097513199,-0.008422000333666802,-0.006587999872863293,-0.04229399934411049,0.011366000398993492,-0.0017890000017359853,0.0012969999806955457,-0.04158699885010719,-0.0194070003926754,0.011509000323712826,0.005878999829292297,-0.01586100086569786,-0.01612599939107895,0.015073999762535096,-0.0004769999941345304,0.004317000042647123,-0.026698000729084016,0.000999000039882958,0.01321799959987402,0.002715999959036708,0.01737000048160553,-0.004654999822378159,-0.019683999940752984,0.001585999969393015,0.0026179999113082887,-0.010506999678909779,-0.024667000398039819,-0.044502001255750659,0.05184999853372574,-0.014096999540925026,-0.025482000783085824,-0.006750000175088644,-0.00688599981367588,0.025087999179959298,-0.0022239999379962684,-0.00762900011613965,-0.009727999567985535,-0.004761999938637018,0.0036379999946802856,-0.0007639999967068434,-0.0012420000275596977,-0.06465800106525421,-0.026283999904990197,0.007718999870121479,0.026562999933958055,-0.006659000180661678,-0.019859999418258668,0.004242999944835901,-0.00432599987834692,-0.020313000306487085,-0.037014998495578769,0.0013909999979659916,-0.02673500031232834,0.010110000148415566,-0.00202700006775558,0.029489999637007715,0.007360000163316727,0.012306000106036663,-0.0255110003054142,0.032003000378608707,0.04131399840116501,-0.013797000050544739,0.007513999938964844,0.004730000160634518,0.02359200082719326,-0.0045369998551905159,-0.011806000024080277,-0.016731999814510347,0.02522899955511093,-0.016354000195860864,-0.015084000304341317,0.027052000164985658,-0.006219000089913607,0.02389400079846382,-0.01576399989426136,0.01772800087928772,-0.028162000700831415,0.01717899926006794,0.011540000326931477,0.019447000697255136,-0.05824299901723862,-0.013682999648153782,0.02849300019443035,-0.014039999805390835,0.016685999929904939,-0.011327000334858895,0.02897999994456768,-0.000539999979082495,0.039928000420331958,0.015807999297976495,0.034651998430490497,-0.03192099928855896,-0.015583000145852566,0.007938999682664872,-0.02570199966430664,0.0023070001043379308,0.03278600051999092,-0.03880399838089943,0.027827000245451928,0.03593499958515167,-0.014182000420987606,-0.05243000015616417,-0.0073910001665353779,0.04408000037074089,-0.00864499993622303,0.02015800029039383,0.021483000367879869,-0.03469099849462509,-0.009827000088989735,0.0028490000404417516,-0.04447700083255768,-0.017395000904798509,0.02733200043439865,-0.018153000622987748,0.022778000682592393,-0.04941499978303909,0.009664000011980534,0.009607999585568905,0.03583500161767006,0.015332000330090523,-0.0012929999502375723,-0.000007000000096013537,-0.01588599942624569,0.011819000355899334,0.017673000693321229,-0.025829000398516656,-0.03132399916648865,-0.011540000326931477,0.004860999993979931,0.03376900032162666,-0.006450999993830919,-0.023468000814318658,-0.023104000836610795,0.0016060000052675605,0.022437000647187234,-0.00559200020506978,0.00906199961900711,-0.012569000013172627,0.00919399969279766,-0.009595000185072422,-0.015724999830126764,0.023314999416470529,0.033243998885154727,0.006498000118881464,-0.008225000463426113,-0.029805000871419908,0.00686000008136034,0.0016820000018924475,0.04043800011277199,0.02114900015294552,-0.006829000078141689,0.024720000103116037,0.034529998898506168,0.01504599954932928,-0.0037499999161809685,0.007679999805986881,-0.04816000163555145,0.01963699981570244,0.0002899999963119626,0.08422400057315827,-0.01791599951684475,0.013669000007212162,-0.014148999936878682,-0.027936000376939775,-0.06165999919176102,-0.0031850000377744438,0.01977900043129921,-0.011624000035226345,0.023327000439167024,0.07001499831676483,0.006515999790281057,0.02912900038063526,0.008933999575674534,0.04063300043344498,-0.006585999857634306,0.010905999690294266,0.007521000225096941,-0.025395000353455545,-0.018401000648736955,0.004234000109136105,0.021901000291109086,-0.027639999985694886,-0.025330999866127969,0.026652000844478608,-0.029201000928878785,0.004993000067770481,-0.008309000171720982,0.009178999811410904,0.020340999588370324,0.014177000150084496,0.014007000252604485,-0.02092600055038929,0.02281299978494644,0.03767399862408638,0.015968000516295434,0.004519000183790922,0.0011749999830499292,-0.010968999937176705,0.00827100034803152,-0.008441999554634095,0.016704000532627107,-0.031019000336527826,0.022290000692009927,0.01880599930882454,0.0075159999541938309,0.009596000425517559,0.014821000397205353,0.060401998460292819,-0.0051299999468028549,0.016818000003695489,0.003639000002294779,-0.017405999824404718,0.0042779999785125259,-0.0003279999946244061,-0.0030129998922348024,0.005563000217080116,0.006717999931424856,0.024498000741004945,0.007375000044703484,0.004736999981105328,-0.007459999993443489,0.02704799920320511,0.009537000209093094,0.018362000584602357,0.05670100077986717,0.012550000101327896,0.025885000824928285,-0.009944000281393528,-0.03943999856710434,0.047113001346588138,0.027084000408649446,-0.020378999412059785,0.007081000134348869,0.026544999331235887,-0.01970200054347515,0.044211000204086307,-0.009599000215530396,0.028624000027775766,-0.0068709999322891239,-0.03307100012898445,0.021237000823020936,0.00534099992364645,-0.020573999732732774,-0.03842499852180481,-0.020152000710368158,0.005142999812960625,-0.02903199940919876,-0.009057999588549137,0.02575499936938286,-0.03836800158023834,0.00950700044631958,0.012059999629855156,-0.004648000001907349,-0.0152580002322793,-0.023197999224066736,0.04273900017142296,0.017396999523043634,0.04867300018668175,-0.015324000269174576,-0.005388000048696995,0.00017899999511428177,0.018299000337719919,0.04712200164794922,-0.010770999826490879,-0.013527999632060528,-0.030161000788211824,-0.03499399870634079,-0.02443699911236763,0.05350999906659126,-0.031209999695420266,-0.010955000296235085,-0.025250999256968499,0.029743000864982606,-0.02792700007557869,-0.02165599912405014,0.031553998589515689,0.00838099978864193,0.042493999004364017,-0.023804999887943269,-0.0007350000087171793,0.04045800119638443,0.000011000000085914508,-0.012473000213503838,-0.019903000444173814,-0.000826000003144145,-0.0014019999653100968,0.00279600010253489,0.010711999610066414,0.020951999351382257,0.033330999314785007,0.017743000760674478,0.011744000017642975,-0.01961600035429001,-0.0030090000946074726,0.004064000211656094,0.03831600025296211,0.0020630001090466978,-0.0010939999483525754,-0.028467999771237375,0.032349999994039538,-0.008429000154137612,-0.001104000024497509,0.0769210010766983,0.02596599981188774,0.004437000025063753,0.0065390001982450489,-0.010373000055551529,-0.002102999947965145,-0.01643499918282032,0.005874000024050474,-0.004951999988406897,-0.0040259999223053459,-0.014116999693214894,-0.0054419999942183498,0.02464599907398224,0.02567099966108799,-0.01935099996626377,-0.004999999888241291,0.005392999853938818,-0.014267000369727612,0.008810999803245068,0.009579000063240528,-0.0309859998524189,-0.04865799844264984,0.0006230000290088356,0.011812999844551087,-0.008189000189304352,0.01217000000178814,-0.030592000111937524,-0.010193999856710434,0.011795000173151493,0.035075001418590549,0.003872999921441078,0.032836999744176868,0.025583000853657724,-0.0037320000119507314,0.009391999803483487,-0.029495999217033387,-0.00547399977222085,-0.0041680000722408299,0.024042999371886255,0.0006680000224150717,-0.002182000083848834,-0.03332100063562393,0.00023600000713486224,-0.026976000517606736,0.04688100144267082,-0.020793000236153604,0.0031129999551922085,0.015277000144124031,-0.006070000119507313,-0.013244999572634697,0.00636200001463294,-0.028650999069213868,0.023334000259637834,-0.023535000160336496,0.026719000190496446,-0.009591000154614449,-0.003909999970346689,0.016152000054717065,0.005388000048696995,-0.01932699978351593,-0.0032820000778883697,-0.01182200014591217,0.004869000054895878,0.005565000232309103,0.01317100040614605,0.01547900028526783,-0.024602999910712243,0.020531000569462777,-0.019379999488592149,0.014324000105261803,0.03303699940443039,0.049028001725673679,0.002131999935954809,-0.008781000040471554,0.011645999737083912,-0.0029750000685453417,0.058841001242399219,-0.03222399950027466,0.012206999585032463,-0.03044700063765049,0.008899999782443047,-0.0031210000161081554,0.003965999931097031,0.0017320000333711506,-0.006849000230431557,-0.016780000180006028,0.010452999733388424,0.029178999364376069,-0.03869900107383728,0.032058000564575198,0.01596600003540516,0.00010199999815085903,0.0027580000460147859,0.03244199976325035,-0.03665899857878685,0.011282999999821186,0.008999999612569809,-0.02401600033044815,0.025944000110030175,-0.032568998634815219,-0.01208100002259016,-0.01114100031554699,-0.003014999907463789,0.0070409998297691349,0.01398099958896637,-0.03853999823331833,0.014906000345945359,-0.01474899984896183,0.011986999772489071,0.03743999823927879,-0.006974999792873859,-0.007912999950349331,-0.01166599988937378,0.010107000358402729,0.018118999898433687,0.03658900037407875,0.009084000252187252,-0.01083299983292818,0.03426399827003479,0.0063959998078644279,0.02790899947285652,0.02224300056695938,0.013263000175356865,-0.026660000905394555,-0.041172999888658527,0.013136999681591988,0.02628299966454506,-0.006417999975383282,-0.01396699994802475,-0.029039999470114709,0.04510100185871124,-0.016209999099373819,-0.0019039999460801483,-0.007608999963849783,0.009120999835431576,0.004261999856680632,-0.005797999911010265,0.004751000087708235,-0.07943899929523468,0.006767999846488237,-0.00900499988347292,-0.03573499992489815,-0.0221599992364645,0.02266700007021427,-0.006810999941080809,-0.019057000055909158,-0.046418000012636188,-0.014034000225365162,0.03992899879813194,0.014178000390529633,0.004399000201374292,-0.054565999656915668,-0.01858999952673912,-0.020002000033855439,-0.030544999986886979,0.016954999417066575,-0.009151999838650227,0.02094000019133091,0.00816699955612421,0.0057020001113414768,-0.016654999926686288,-0.037415001541376117,-0.03202399984002113,-0.0187819991260767,0.0014459999511018396,0.01882600039243698,0.030962999910116197,-0.0031129999551922085,0.07601000368595123,-0.018796000629663469,0.008887999691069126,0.049382999539375308,0.029433000832796098,-0.0117790000513196,-0.016822999343276025,0.008976999670267105,0.031553998589515689,0.04021099954843521,-0.030236000195145608,0.04050799831748009,0.013136000372469426,-0.009196000173687935,0.04060399904847145,-0.007739999797195196,0.022801000624895097,0.026513999328017236,-0.014592000283300877,-0.012047000229358673,0.0065449997782707218,-0.05763800069689751,0.013627000153064728,-0.01484999991953373,0.0007169999880716205,-0.014015000313520432,-0.0050570000894367699,0.010786999948322773,-0.025601999834179879,-0.0029430000577121975,0.015364999882876873,0.027925999835133554,0.014915999956429005,-0.012783000245690346,0.023868000134825708,0.02107200026512146,-0.050944000482559207,-0.022415999323129655,-0.0012799999676644803,-0.004188000224530697,-0.006752000190317631,-0.022367000579833986,-0.0030819999519735576,0.028467999771237375,-0.005350999999791384,0.024744000285863878,0.00456500006839633,0.005439999978989363,0.005092000123113394,0.020150000229477884,0.01836399920284748,-0.010805999860167504,-0.043542999774217609,-0.02184700034558773,-0.053488001227378848,0.007691999897360802,0.040130000561475757,0.0031880000606179239,0.061292000114917758,0.015607000328600407,-0.04770199954509735,-0.025575000792741777,0.013655999675393105,-0.002317999955266714,0.004865999799221754,0.03231700137257576,0.005665999837219715,0.03658200055360794,0.009692000225186348,-0.008085999637842179,0.003321999916806817,0.024570999667048456,0.006500000134110451,0.043949998915195468,-0.012222000397741795,-0.012900999747216702,-0.044151000678539279,-0.02403699979186058,0.031230999156832696,-0.00304899993352592,-0.027816999703645707,-0.035291001200675967,0.034150999039411548,-0.06073800101876259,0.02145400084555149,-0.006523999851197004,0.010665000416338444,-0.047614000737667087,0.011107999831438065,0.009318999946117401,0.044879000633955,-0.006419000215828419,-0.005429999902844429,0.045572999864816669,-0.12645499408245088,0.009664000011980534,0.010811000131070614,0.005750999785959721,-0.07688099890947342,0.020755000412464143,0.032655999064445499,0.043740998953580859,0.0022330000065267088,-0.004755999892950058,-0.003759999992325902,0.00930699985474348,0.002503999974578619,0.0009059999720193446,0.009033000096678734,-0.004743000026792288,0.027032999321818353,0.007222000043839216,-0.011521000415086747,0.0041600000113248829,0.007794999983161688,-0.023426000028848649,-0.08526699990034104,0.00749799981713295,-0.007701999973505735,0.0036520001012831928,-0.024327000603079797,0.03576799854636192,0.06716000288724899,-0.02659899927675724,0.027974000200629236,-0.0016060000052675605,-0.03259199857711792,0.03492400050163269,-0.0396060012280941,0.004778000060468912,0.006819000001996756,-0.025383999571204187,0.0019809999503195287,0.022530000656843187,-0.012516999617218972,0.002529999939724803,-0.017170999199151994,0.0015140000032261015,-0.0016499999910593033,-0.016359999775886537,-0.00973500031977892,0.024406999349594117,-0.008403000421822071,-0.003352999920025468,-0.00990500021725893,0.025867000222206117,0.0013889999827370048,-0.02172200009226799,-0.00991899985820055,0.021338000893592836,-0.034804001450538638,-0.03892499953508377,0.023554999381303788,0.0402659997344017,0.03190600126981735,-0.012149999849498272,-0.03186099976301193,0.021100999787449838,-0.009882000274956227,-0.03188500180840492,0.014221999794244767,-0.007833999581634999,-0.007290000095963478,-0.0023739999160170557,-0.02130899950861931,-0.011398999951779843,-0.002546000061556697,-0.01091499999165535,-0.03237900137901306,0.040355999022722247,0.01101600006222725,-0.040001001209020618,-0.0000019999999949504856,0.05717099830508232,-0.03280000016093254,-0.0010430000256747008,-0.04155699908733368,-0.018734000623226167,-0.016891999170184137,-0.015557999722659588,0.01227600034326315,-0.03388800099492073,0.0028250000905245544,0.03692900016903877,-0.002211000071838498,-0.014793000183999539,-0.005022000055760145,0.041161999106407168,0.008502000011503697,0.001888000057078898,-0.04309000074863434,-0.02090900018811226,-0.013729999773204327,0.0028210000600665809,0.0047980002127587799,0.0036440000403672458,-0.03235600143671036,-0.030494000762701036,0.021556999534368516,-0.0019859999883919956,-0.038662999868392947,-0.020419999957084657,-0.05185399949550629,-0.02453700080513954,-0.010363999754190445,-0.0011899999808520079,-0.013855000026524067,0.011175000108778477,0.006178000010550022,0.016752999275922777,0.002730000065639615,-0.0064650001004338268,-0.04018300026655197,0.01116000022739172,-0.02034500055015087,-0.02501799911260605,0.026437999680638315,-0.029261000454425813,0.025738000869750978,0.04295000061392784,0.00041000000783242285,0.24344299733638764,0.03744899854063988,-0.021076999604701997,-0.031137999147176744,-0.010246999561786652,0.0030960000585764648,-0.0011650000233203173,-0.004598999861627817,-0.030697999522089959,-0.021622000262141229,0.009030000306665898,0.052264999598264697,0.00686099985614419,0.029007000848650934,0.06621500104665756,-0.021299000829458238,-0.020654000341892244,0.031612999737262729,0.008926999755203724,0.025061000138521196,0.03261300176382065,0.003809999907389283,0.006085999775677919,-0.03469200059771538,0.026791999116539956,-0.02494800090789795,0.008737999945878983,-0.009207000024616719,-0.01291900034993887,0.0014390000142157078,0.024877000600099565,0.0011690000537782908,-0.00608400022611022,-0.02506200037896633,0.029040999710559846,-0.036678001284599307,-0.007482000160962343,-0.027286000549793245,-0.041287001222372058,0.03996500000357628,0.04632600024342537,0.01736599951982498,0.03027999959886074,-0.00023099999816622585,-0.015116999857127667,-0.025123000144958497,0.012881999835371971,0.015296000055968762,0.04609400033950806,-0.01219900045543909,0.016983000561594964,0.0070870001800358299,0.006711999885737896,0.006041999906301498,0.005628000013530254,-0.007557999808341265,0.010099999606609345,-0.030841000378131868,-0.01459600031375885,-0.016327999532222749,-0.018991999328136445,-0.0039059999398887159,0.014696000143885613,-0.0033100000582635404,-0.02445399947464466,-0.03967000171542168,0.0076299998909235,-0.008368000388145447,0.010590000078082085,-0.007445000112056732,0.015111999586224556,-0.040178000926971439,-0.01571599952876568,-0.03531700000166893,0.032621998339891437,0.05282200127840042,-0.0133670000359416,0.02917099930346012,-0.004379999823868275,0.042493999004364017,0.016013000160455705,-0.000019999999494757503,0.03745900094509125,-0.01685900054872036,0.02223600074648857,-0.027636999264359475,-0.024886000901460649,0.051444001495838168,0.03536299988627434,-0.008754000067710877,-0.005530000198632479,-0.00215000007301569,0.009062999859452248,-0.0015869999770075083,-0.02080100029706955,0.002675000112503767,0.007468999829143286,0.019971000030636789,0.0073079997673630718,-0.007205999922007322,0.030021000653505327,0.01989400014281273,0.014298000372946263,-0.02008499950170517,-0.000007999999979801942,0.012175999581813813,-0.015596999786794186,0.016039999201893808,-0.018453000113368036,-0.016177000477910043,0.004705999977886677,-0.017746999859809877,0.001643999945372343,-0.008674000389873982,0.01897200010716915,-0.015087000094354153,-0.014747999608516693,0.02140600048005581,-0.005901999771595001,0.043081000447273257,0.005756000056862831,-0.03326699882745743,-0.028992999345064164,0.015627000480890275,0.001272000023163855,-0.03476199880242348,0.006237000226974487,-0.03514700010418892,0.00521400012075901,-0.02742999978363514,0.014662000350654126,0.03313000127673149,0.031828999519348147,-0.0010629999451339245,0.007860999554395676,0.004782999865710735,0.01131800003349781,-0.0014019999653100968,-0.005392000079154968,-0.011977000162005425,0.007658000104129314,-0.023883000016212465,0.005563999991863966,0.01292600017040968,0.013559999875724316,0.06339199841022492,-0.008341999724507332,-0.005824000108987093,0.024617999792099,0.014653000049293042,-0.022115999832749368,0.032489001750946048,0.035266000777482989,-0.02568100020289421,-0.008888999931514264,-0.020779000595211984,0.021776000037789346,-0.033663999289274219,-0.040453001856803897,0.013760999776422978,0.05882300063967705,-0.00976100005209446,-0.05688700079917908,-0.02634499967098236,0.010127999819815159,-0.000598000013269484,0.031012000516057016,-0.004174999892711639,0.03056499920785427,-0.015402000397443772,0.031881000846624377,-0.012772000394761563,0.012222999706864357,0.034348998218774798,0.005597999785095453,-0.04487999901175499,-0.0179820004850626,0.028018999844789506,0.00838799960911274,-0.0070420000702142719,0.04651400074362755,0.016355000436306,0.009689000435173512,0.0029009999707341196,-0.019657999277114869,-0.025637000799179078,-0.03163599967956543,0.016534000635147096,0.02158699929714203,0.02594600059092045,-0.007174000144004822,-0.008816000074148178,0.022197000682353975,0.031192999333143235,0.01285600010305643,-0.030056999996304513,0.019375000149011613,-0.010188999585807324,-0.0007590000168420374,0.03079500049352646,0.014156999997794629,-0.010894999839365483,-0.015292000025510788,-0.01577400043606758,-0.00545499986037612,-0.04057300090789795,-0.045288000255823138,-0.01208799984306097,-0.03172999992966652,0.014919999986886979,-0.03140699863433838,0.002580000087618828,0.008466999977827073,-0.02705400064587593,0.013655000366270543,0.017242999747395517,0.00795700028538704,-0.01834999956190586,-0.022597000002861024,0.02579299919307232,-0.022374000400304796,-0.015874000266194345,-0.03106899932026863,-0.015230000019073487,0.012168999761343003,-0.025947999209165574,0.005702999886125326,-0.014613999985158444,-0.01553099974989891,-0.003961999900639057,0.0520780012011528,-0.02133299969136715,0.011389999650418759,0.005752999801188707,0.015451000072062016,0.01372699998319149,0.022836999967694284,-0.005437999963760376,0.012280999682843686,0.009002000093460083,0.02482599951326847,0.06422200053930283,0.039236001670360568,0.03916100040078163,0.003727999981492758,-0.016496999189257623,-0.03309600055217743,0.038359999656677249,-0.05487300083041191,0.0034119999036192896,0.016773000359535219,-0.0471160002052784,0.03228500112891197,0.0013719999697059394,0.005102999974042177,-0.031380001455545428,0.013116000220179558,-0.007910000160336495,0.006393000017851591,-0.014937000349164009,-0.010858999565243721,-0.02627599984407425,0.014732000418007374,-0.013532999902963639,0.046518001705408099,-0.01861800067126751,-0.009153000079095364,0.0000019999999949504856,0.013240000233054161,0.0013389999512583018,-0.03328999876976013,0.0036329999566078188,0.026990000158548356,-0.004488000180572271,-0.019675999879837037,-0.03219100087881088,-0.004985999781638384,-0.0507659986615181,0.0013289999915286899,-0.007996000349521637,-0.0032510000746697189,0.009971000254154206,-0.013391000218689442,-0.0014179999707266689,-0.02769700065255165,-0.002887000096961856,-0.013949999585747719,0.017045000568032266,-0.0002570000069681555,-0.013460000045597554,-0.020457999780774118,-0.023106999695301057,-0.0018090000376105309,-0.010230000130832196,0.006519999820739031,-0.025978999212384225,0.020465999841690065,0.0011909999884665013,0.044318001717329028,-0.02859400026500225,-0.013729999773204327,-0.009103000164031983,0.02041799947619438,-0.00024900000425986946,-0.013314999639987946,0.011443999595940113,-0.029200000688433648,0.05823700129985809,-0.018265999853610994,-0.002750999992713332,0.0035290000960230829,-0.023384999483823777,0.045813001692295077,0.03508400171995163,-0.033263999968767169,0.03070100024342537,-0.03714900091290474,-0.016013000160455705,0.03843899816274643,-0.02113799937069416,0.017129000276327134,0.02321000024676323,-0.05673399940133095,0.012481999583542347,0.003017999930307269,0.02347699925303459,-0.008480999618768692,-0.01733499951660633,-0.04328199848532677,-0.003343000076711178,0.003920000046491623,0.021389000117778779,0.017093999311327935,0.014096000231802464,-0.0291920006275177,0.009940999560058117,-0.026378000155091287,0.02434699982404709,0.021146999672055246,0.006283000111579895,-0.000691999972332269,0.00006299999949987978,0.01243900042027235,0.025874000042676927,-0.007716000080108643,0.015065000392496586,0.009228000417351723,0.03488500043749809,0.04012199863791466,-0.01012600027024746,0.001699000014923513,0.029407000169157983,-0.02131599932909012,-0.013929000124335289,-0.04385799914598465,-0.01950399950146675,0.008578999899327755,-0.009991000406444073,0.018890000879764558,0.003739000065252185,0.02977300062775612,0.007000999990850687,0.008396999910473824,0.01621299982070923,0.0003859999997075647,-0.00898400042206049,0.013092000037431717,0.012703999876976014,-0.03678100183606148,-0.022122999653220178,-0.007873999886214733,-0.03258899971842766,-0.026556000113487245],"score":0.573737382888794,"fields":{"split_content":"OpenSearch是基于阿里巴巴自主研发的大规模分布式搜索引擎搭建的一站式商用智能搜索平台，目前为包括淘宝、天猫、菜鸟在内的阿里集团核心搜索业务提供中台服务支持。经过多年的行业搜索经验沉淀、双11大促流量冲击，智能开放搜索OpenSearch打磨出一套高性能、高时效、高可用、强稳定搜索全家桶服务，包括LLM智能问答版、行业算法版、高性能检索版、向量检索版、召回引擎版五类商品版本，以满足各行各业的搜索需求。OpenSearch以平台服务化的形式，将专业搜索技术简单化、低门槛化和低成本化，让搜索不再成为客户的业务瓶颈，以低成本实现产品搜索功能并快速迭代。"}}],"totalTime":5.858}
llm request params:{_POST_BODY={ "question" : "什么是opensearch" , "type" : "text", "content" : ["OpenSearch是基于阿里巴巴自主研发的大规模分布式搜索引擎搭建的一站式商用智能搜索平台，目前为包括淘宝、天猫、菜鸟在内的阿里集团核心搜索业务提供中台服务支持。经过多年的行业搜索经验沉淀、双11大促流量冲击，智能开放搜索OpenSearch打磨出一套高性能、高时效、高可用、强稳定搜索全家桶服务，包括LLM智能问答版、行业算法版、高性能检索版、向量检索版、召回引擎版五类商品版本，以满足各行各业的搜索需求。OpenSearch以平台服务化的形式，将专业搜索技术简单化、低门槛化和低成本化，让搜索不再成为客户的业务瓶颈，以低成本实现产品搜索功能并快速迭代。"]}, format=full_json}
llm result:{"data":[{"answer":"OpenSearch是阿里巴巴自主研发的一站式商用智能搜索平台，基于大规模分布式搜索引擎搭建，目前为包括淘宝、天猫、菜鸟在内的阿里集团核心搜索业务提供中台服务支持。OpenSearch打磨出一套高性能、高时效、高可用、强稳定搜索全家桶服务，包括LLM智能问答版、行业算法版、高性能检索版、向量检索版、召回引擎版五类商品版本，以满足各行各业的搜索需求。OpenSearch以平台服务化的形式，将专业搜索技术简单化、低门槛化和低成本化，让搜索不再成为客户的业务瓶颈，以低成本实现产品搜索功能并快速迭代。","type":"TEXT"}]}
反馈
- 本页导读 （0）
文档反馈