[improvement][project] supersonic 0.7.2 version backend update (#28)

Co-authored-by: jipengli <jipengli@tencent.com>

CHANGELOG.md

@@ -3,7 +3,24 @@
 - All notable changes to this project will be documented in this file.
 - "Breaking Changes" describes any changes that may break existing functionality or cause
   compatibility issues with previous versions.
-  
+
+
+
+## SuperSonic [0.7.2] - 2023-08-12
+
+### Added
+- Support asynchronous query - return parse information to user before executing result
+- Add Model as the basic data structure of the semantic definitions - this will repalce the old conception of subdomain
+
+### Updated
+- improve knowledge word similarity algorithm
+- improve embedding plugin chooser
+- improve DSLQuery field correction and parser
+
+
+### Fixed
+-  Fix mapper error that detectWord text is shorter than word
+-  Fix MetricDomainQuery inherit context
   
 ## SuperSonic [0.7.0] - 2023-07-30
 
@@ -96,4 +113,4 @@
 
 ### Removed
 
-- delete view module
+- delete view module

README.md

@@ -2,7 +2,7 @@ English | [中文](README_CN.md)
 
 # SuperSonic (超音数)
 
-**SuperSonic is an out-of-the-box yet highly extensible framework for building a data chatbot**. SuperSonic provides a chat interface that empowers users to query data using natural language and visualize the results with suitable charts. To enable such experience, the only thing necessary is to build logical semantic models (definition of metrics/dimensions/entities, along with their meaning, context and relationships) on top of physical data models, and no data modification or copying is required. Meanwhile, SuperSonic is designed to be pluggable, allowing new tools to be added through plugins.
+**SuperSonic is an out-of-the-box yet highly extensible framework for building a data chatbot**. SuperSonic provides a chat interface that empowers users to query data using natural language and visualize the results with suitable charts. To enable such experience, the only thing necessary is to build logical semantic models (definition of metrics/dimensions/entities, along with their meaning, context and relationships) on top of physical data models, and no data modification or copying is required. Meanwhile, SuperSonic is designed to be pluggable, allowing new functionalities to be added through plugins and core components to be integrated with other systems.
 
 <img src="./docs/images/supersonic_demo.gif" height="100%" width="100%" align="center"/>
 
@@ -10,34 +10,35 @@ English | [中文](README_CN.md)
 
 The emergence of Large Language Model (LLM) like ChatGPT is reshaping the way information is retrieved. In the field of data analytics, both academia and industry are primarily focused on leveraging LLM to convert natural language queries into SQL queries. While some works show promising results, they are still not applicable to real-world scenarios.
 
-From our perspective, the key to filling the real-world gap lies in three aspects: 
-1. Utilize a combination of rule-based and LLM-based semantic parsers to deal with different scenarios.
+From our perspective, the key to filling the real-world gap lies in two aspects: 
+1. Utilize a combination of rule-based and model-based semantic parsers to deal with different scenarios.
 2. Introduce a semantic model layer encapsulating the underlying data complexity(joins, formulas, etc) to simplify semantic parsing.
-3. Integrate third-party plugins to augment semantic parsing capabilities or complement custom functionalities.
 
 With these ideas in mind, we develop SuperSonic as a practical reference implementation and use it to power our real-world products. Additionally, to facilitate further development of data chatbot, we decide to open source SuperSonic as an extensible framework.
 
 ## Out-of-the-box Features
 
-- Built-in chat UI for business users to enter natural language queries and answer results with appropriate visualization charts. 
-- Built-in modelling UI for analytics engineers to manage semantic models. The configurations related to access permission and chat conversation can also be set on the UI.
-- Support input auto-completion as well as query recommendation.
-- Support multi-turn conversation and history context management. 
-- Support four-level permission control: domain-level, model-level, column-level and row-level.
+- Built-in graphical interface for business users to enter data queries 
+- Built-in graphical interface for analytics engineers to manage semantic models
+- Support input auto-completion as well as query recommendation
+- Support multi-turn conversation and history context management 
+- Support three-level permission control: domain-level, column-level and row-level 
 
 ## Extensible Components
 
 The high-level architecture and main process flow is shown in below diagram:
 
-<img src="./docs/images/supersonic_components.png" height="70%" width="70%" align="center"/> 
+<img src="./docs/images/supersonic_components.png" height="80%" width="80%" align="center"/> 
+
+- **Chat Interface:** accepts natural language queries and answer results with appropriate visualization charts. It supports input auto-completion as well as multi-turn conversation.
+
+- **Modeling Interface:** empowers analytics engineers to visually define and maintain semantic models. The configurations related to access permission and chat conversation can also be set on the UI.
 
 - **Schema Mapper Chain:** identifies references to schema elements(metrics/dimensions/entities/values) in user queries. It matches the query text against a knowledge base constructed from the semantic models.
 
-- **Semantic Parser Chain:** understands user queries and extract semantic information. It consists of a combination of rule-based and LLM-based parsers, each of which deals with specific scenarios.
+- **Semantic Parser Chain:** understands user queries and extract semantic information. It consists of a combination of rule-based and model-based parsers, each of which deals with specific scenarios.
 
-- **Semantic Layer:** performs execution according to extracted semantic information. It generates SQL queries and executes them against physical data models.
-
-- **Chat Plugins**: perform custom execution given the results of schema mapping and semantic parsing. It would optionally resort to semantic layer to query semantic models.
+- **Semantic Query:** performs execution according to extracted semantic information. It generates SQL queries and executes them against physical data models.
 
 ## Quick Demo
 
@@ -57,4 +58,4 @@ Pull the source code and run script "assembly/bin/build-standalone.sh" to build
 
 ### Build for Distributed Mode 
 
-Pull the source code and run scripts "assembly/bin/build-chat.sh" and "assembly/bin/build-semantic.sh" separately to build packages.
+Pull the source code and run scripts "assembly/bin/build-chat.sh" and "assembly/bin/build-semantic.sh" separately to build packages.

README_CN.md

@@ -8,42 +8,43 @@
 
 大型语言模型（LLMs）如ChatGPT的出现正在重塑信息检索的方式。在数据分析领域，学术界和工业界主要关注利用深度学习模型将自然语言查询转换为SQL查询。虽然一些工作显示出有前景的结果，但它们还并不适用于实际场景。
 
-在我们看来，为了在实际场景发挥价值，有三个关键点：
+在我们看来，为了在实际场景发挥价值，有两个关键点：
 1. 将基于规则和基于模型的语义解析器相结合，发挥各自优势，以便处理不同的场景。
 2. 引入语义模型层来封装数据底层的复杂性（关联、公式等），从而简化语义解析的求解空间。
-3. 整合第三方插件用于增强语义解析能力，或者扩充自定义功能。
 
 为了验证上述想法，我们开发了超音数项目，并将其应用在实际的内部产品中。与此同时，我们将超音数作为一个可扩展的框架开源，希望能够促进数据问答对话领域的进一步发展。
 
 ## 开箱即用的特性
 
-- 内置的对话图形界面，使用户能够通过自然语言问询，并最终选择合适的可视化图表呈现结果。
-- 内置的建模图形界面，使分析工程师能够通过可视化方式定义和维护语义模型，与访问权限和聊天对话相关的配置也可以在用户界面上设置。
+- 内置图形界面以便业务用户输入数据查询。
+- 内置图形界面以便分析工程师管理语义模型。
 - 支持文本输入的联想和查询问题的推荐。
 - 支持多轮对话，根据语境自动切换上下文。
-- 支持四级权限控制：主题域级、模型级、列级及行级。
+- 支持三级权限控制：主题域级、列级、行级。
 
 ## 易于扩展的组件
 
 超音数的整体架构和主流程如下图所示：
 
-<img src="./docs/images/supersonic_components.png" height="70%" width="70%" align="center"/> 
+<img src="./docs/images/supersonic_components.png" height="80%" width="80%" align="center"/> 
+
+- **问答对话界面(chat interface)**：接受用户查询并选择合适的可视化图表呈现结果，支持输入联想和多轮对话。
+
+- **语义建模界面(modeling interface)**：使分析工程师能够通过可视化方式定义和维护语义模型，与访问权限和聊天对话相关的配置也可以在用户界面上设置。
 
 - **模式映射器(schema mapper chain)**：基于语义模型构建知识库，然后将自然语言文本在知识库中进行匹配，为后续的语义解析提供相关信息。
 
 - **语义解析器(semantic parser chain)**：理解用户查询并抽取语义信息，其由一组基于规则和基于模型的解析器组成，每个解析器可应对不同的特定场景。
 
-- **语义层(semantic layer)**: 根据语义信息生成物理SQL执行查询。
-
-- **问答插件(chat plugins)**：基于模式映射和语义解析的结果，执行自定义的操作，同时可以选择利用语义层来查询语义模型。
+- **语义查询(semantic query)**: 根据语义信息生成物理SQL执行查询。
 
 ## 快速体验
 
 超音数自带样例的语义模型和问答对话，只需以下三步即可快速体验：
 
-- 从[release page](https://github.com/tencentmusic/supersonic/releases)下载预先构建好的发行包；
-- 运行 "bin/start-standalone.sh"启动服务；
-- 在浏览器访问http://localhost:9080 开启探索。
+- 从[release page](https://github.com/tencentmusic/supersonic/releases)下载预先构建好的发行包
+- 运行 "bin/start-standalone.sh"启动服务
+- 在浏览器访问http://localhost:9080 开启探索
 
 ## 如何构建
 
@@ -51,8 +52,8 @@
 
 ### Standalone模式构建
 
-下载源码包，运行脚本"assembly/bin/build-standalone.sh"，将所有服务一起编译打包。
+下载源码包，运行脚本"assembly/bin/build-standalone.sh"，将所有服务一起编译打包
 
 ### Distributed模式构建
 
-下载源码包，分别运行脚本"assembly/bin/build-chat.sh"、"assembly/bin/build-semantic.sh"，为问答层服务和语义层服务编译打包。
+下载源码包，分别运行脚本"assembly/bin/build-chat.sh"、"assembly/bin/build-semantic.sh"，为问答层服务和语义层服务编译打包

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/adaptor/UserAdaptor.java

@@ -3,7 +3,6 @@ package com.tencent.supersonic.auth.api.authentication.adaptor;
 import com.tencent.supersonic.auth.api.authentication.pojo.Organization;
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.auth.api.authentication.request.UserReq;
-
 import java.util.List;
 import java.util.Set;
 

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/pojo/Organization.java

@@ -1,9 +1,8 @@
 package com.tencent.supersonic.auth.api.authentication.pojo;
 
 import com.google.common.collect.Lists;
-import lombok.Data;
-
 import java.util.List;
+import lombok.Data;
 
 @Data
 public class Organization {

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/service/UserService.java

@@ -3,7 +3,6 @@ package com.tencent.supersonic.auth.api.authentication.service;
 import com.tencent.supersonic.auth.api.authentication.pojo.Organization;
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.auth.api.authentication.request.UserReq;
-
 import java.util.List;
 import java.util.Set;
 

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/service/UserStrategy.java

@@ -1,7 +1,6 @@
 package com.tencent.supersonic.auth.api.authentication.service;
 
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
-
 import javax.servlet.http.HttpServletRequest;
 import javax.servlet.http.HttpServletResponse;
 

auth/api/src/main/java/com/tencent/supersonic/auth/api/authorization/pojo/AuthGroup.java

@@ -6,7 +6,7 @@ import lombok.Data;
 @Data
 public class AuthGroup {
 
-    private String domainId;
+    private String modelId;
     private String name;
     private Integer groupId;
     private List<AuthRule> authRules;

auth/api/src/main/java/com/tencent/supersonic/auth/api/authorization/pojo/AuthRes.java

@@ -7,14 +7,14 @@ import lombok.ToString;
 @ToString
 public class AuthRes {
 
-    private String domainId;
+    private String modelId;
     private String name;
 
     public AuthRes() {
     }
 
-    public AuthRes(String domainId, String name) {
-        this.domainId = domainId;
+    public AuthRes(String modelId, String name) {
+        this.modelId = modelId;
         this.name = name;
     }
 }

auth/api/src/main/java/com/tencent/supersonic/auth/api/authorization/request/QueryAuthResReq.java

@@ -3,7 +3,6 @@ package com.tencent.supersonic.auth.api.authorization.request;
 import com.tencent.supersonic.auth.api.authorization.pojo.AuthRes;
 import java.util.ArrayList;
 import java.util.List;
-
 import lombok.Data;
 import lombok.ToString;
 
@@ -17,5 +16,5 @@ public class QueryAuthResReq {
 
     private List<AuthRes> resources;
 
-    private String domainId;
+    private String modelId;
 }

auth/api/src/main/java/com/tencent/supersonic/auth/api/authorization/response/AuthorizedResourceResp.java

@@ -4,7 +4,6 @@ import com.tencent.supersonic.auth.api.authorization.pojo.AuthResGrp;
 import com.tencent.supersonic.auth.api.authorization.pojo.DimensionFilter;
 import java.util.ArrayList;
 import java.util.List;
-
 import lombok.Data;
 
 @Data

auth/api/src/main/java/com/tencent/supersonic/auth/api/authorization/service/AuthService.java

@@ -3,8 +3,8 @@ package com.tencent.supersonic.auth.api.authorization.service;
 import com.tencent.supersonic.auth.api.authorization.pojo.AuthGroup;
 import com.tencent.supersonic.auth.api.authorization.request.QueryAuthResReq;
 import com.tencent.supersonic.auth.api.authorization.response.AuthorizedResourceResp;
-import javax.servlet.http.HttpServletRequest;
 import java.util.List;
+import javax.servlet.http.HttpServletRequest;
 
 public interface AuthService {
 

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/adaptor/DefaultUserAdaptor.java

@@ -11,10 +11,10 @@ import com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO;
 import com.tencent.supersonic.auth.authentication.persistence.repository.UserRepository;
 import com.tencent.supersonic.auth.authentication.utils.UserTokenUtils;
 import com.tencent.supersonic.common.util.ContextUtils;
-import org.springframework.beans.BeanUtils;
 import java.util.List;
 import java.util.Set;
 import java.util.stream.Collectors;
+import org.springframework.beans.BeanUtils;
 
 public class DefaultUserAdaptor implements UserAdaptor {
 

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/config/TppConfig.java

@@ -0,0 +1,21 @@
+package com.tencent.supersonic.auth.authentication.config;
+
+
+import lombok.Data;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.context.annotation.Configuration;
+
+@Data
+@Configuration
+public class TppConfig {
+
+    @Value(value = "${auth.app.secret:}")
+    private String appSecret;
+
+    @Value(value = "${auth.app.key:}")
+    private String appKey;
+
+    @Value(value = "${auth.oa.url:}")
+    private String tppOaUrl;
+
+}

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/interceptor/DefaultAuthenticationInterceptor.java

@@ -35,11 +35,14 @@ public class DefaultAuthenticationInterceptor extends AuthenticationInterceptor
             setFakerUser(request);
             return true;
         }
-        HandlerMethod handlerMethod = (HandlerMethod) handler;
-        Method method = handlerMethod.getMethod();
-        AuthenticationIgnore ignore = method.getAnnotation(AuthenticationIgnore.class);
-        if (ignore != null) {
-            return true;
+
+        if (handler instanceof HandlerMethod) {
+            HandlerMethod handlerMethod = (HandlerMethod) handler;
+            Method method = handlerMethod.getMethod();
+            AuthenticationIgnore ignore = method.getAnnotation(AuthenticationIgnore.class);
+            if (ignore != null) {
+                return true;
+            }
         }
 
         String uri = request.getServletPath();

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/interceptor/InterceptorFactory.java

@@ -1,12 +1,11 @@
 package com.tencent.supersonic.auth.authentication.interceptor;
 
+import java.util.List;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.core.io.support.SpringFactoriesLoader;
 import org.springframework.web.servlet.config.annotation.InterceptorRegistry;
 import org.springframework.web.servlet.config.annotation.WebMvcConfigurer;
 
-import java.util.List;
-
 @Configuration
 public class InterceptorFactory implements WebMvcConfigurer {
 

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/persistence/repository/Impl/UserRepositoryImpl.java

@@ -3,8 +3,8 @@ package com.tencent.supersonic.auth.authentication.persistence.repository.Impl;
 
 import com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO;
 import com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDOExample;
-import com.tencent.supersonic.auth.authentication.persistence.repository.UserRepository;
 import com.tencent.supersonic.auth.authentication.persistence.mapper.UserDOMapper;
+import com.tencent.supersonic.auth.authentication.persistence.repository.UserRepository;
 import java.util.List;
 import java.util.Optional;
 import org.springframework.stereotype.Component;

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/rest/UserController.java

@@ -11,7 +11,12 @@ import java.util.Set;
 import javax.servlet.http.HttpServletRequest;
 import javax.servlet.http.HttpServletResponse;
 import lombok.extern.slf4j.Slf4j;
-import org.springframework.web.bind.annotation.*;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
 
 @RestController
 @RequestMapping("/api/auth/user")

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/service/UserServiceImpl.java

@@ -7,7 +7,6 @@ import com.tencent.supersonic.auth.api.authentication.service.UserService;
 import com.tencent.supersonic.auth.authentication.utils.ComponentFactory;
 import java.util.List;
 import java.util.Set;
-
 import org.springframework.stereotype.Service;
 
 @Service
@@ -16,7 +15,7 @@ public class UserServiceImpl implements UserService {
 
     @Override
     public List<String> getUserNames() {
-         return ComponentFactory.getUserAdaptor().getUserNames();
+        return ComponentFactory.getUserAdaptor().getUserNames();
     }
 
     @Override

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/utils/ComponentFactory.java

@@ -1,8 +1,8 @@
 package com.tencent.supersonic.auth.authentication.utils;
 
 import com.tencent.supersonic.auth.api.authentication.adaptor.UserAdaptor;
-import org.springframework.core.io.support.SpringFactoriesLoader;
 import java.util.Objects;
+import org.springframework.core.io.support.SpringFactoriesLoader;
 
 public class ComponentFactory {
 

auth/authentication/src/main/resources/mapper/UserDOMapper.xml

@@ -1,145 +1,159 @@
 <?xml version="1.0" encoding="UTF-8"?>
-<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
+        "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
 <mapper namespace="com.tencent.supersonic.auth.authentication.persistence.mapper.UserDOMapper">
-  <resultMap id="BaseResultMap" type="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
-    <id column="id" jdbcType="BIGINT" property="id" />
-    <result column="name" jdbcType="VARCHAR" property="name" />
-    <result column="password" jdbcType="VARCHAR" property="password" />
-    <result column="display_name" jdbcType="VARCHAR" property="displayName" />
-    <result column="email" jdbcType="VARCHAR" property="email" />
-  </resultMap>
-  <sql id="Example_Where_Clause">
-    <where>
-      <foreach collection="oredCriteria" item="criteria" separator="or">
-        <if test="criteria.valid">
-          <trim prefix="(" prefixOverrides="and" suffix=")">
-            <foreach collection="criteria.criteria" item="criterion">
-              <choose>
-                <when test="criterion.noValue">
-                  and ${criterion.condition}
-                </when>
-                <when test="criterion.singleValue">
-                  and ${criterion.condition} #{criterion.value}
-                </when>
-                <when test="criterion.betweenValue">
-                  and ${criterion.condition} #{criterion.value} and #{criterion.secondValue}
-                </when>
-                <when test="criterion.listValue">
-                  and ${criterion.condition}
-                  <foreach close=")" collection="criterion.value" item="listItem" open="(" separator=",">
-                    #{listItem}
-                  </foreach>
-                </when>
-              </choose>
+    <resultMap id="BaseResultMap"
+            type="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
+        <id column="id" jdbcType="BIGINT" property="id"/>
+        <result column="name" jdbcType="VARCHAR" property="name"/>
+        <result column="password" jdbcType="VARCHAR" property="password"/>
+        <result column="display_name" jdbcType="VARCHAR" property="displayName"/>
+        <result column="email" jdbcType="VARCHAR" property="email"/>
+    </resultMap>
+    <sql id="Example_Where_Clause">
+        <where>
+            <foreach collection="oredCriteria" item="criteria" separator="or">
+                <if test="criteria.valid">
+                    <trim prefix="(" prefixOverrides="and" suffix=")">
+                        <foreach collection="criteria.criteria" item="criterion">
+                            <choose>
+                                <when test="criterion.noValue">
+                                    and ${criterion.condition}
+                                </when>
+                                <when test="criterion.singleValue">
+                                    and ${criterion.condition} #{criterion.value}
+                                </when>
+                                <when test="criterion.betweenValue">
+                                    and ${criterion.condition} #{criterion.value} and
+                                    #{criterion.secondValue}
+                                </when>
+                                <when test="criterion.listValue">
+                                    and ${criterion.condition}
+                                    <foreach close=")" collection="criterion.value" item="listItem"
+                                            open="(" separator=",">
+                                        #{listItem}
+                                    </foreach>
+                                </when>
+                            </choose>
+                        </foreach>
+                    </trim>
+                </if>
             </foreach>
-          </trim>
+        </where>
+    </sql>
+    <sql id="Base_Column_List">
+        id
+        , name, password, display_name, email
+    </sql>
+    <select id="selectByExample"
+            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDOExample"
+            resultMap="BaseResultMap">
+        select
+        <if test="distinct">
+            distinct
         </if>
-      </foreach>
-    </where>
-  </sql>
-  <sql id="Base_Column_List">
-    id, name, password, display_name, email
-  </sql>
-  <select id="selectByExample" parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDOExample" resultMap="BaseResultMap">
-    select
-    <if test="distinct">
-      distinct
-    </if>
-    <include refid="Base_Column_List" />
-    from s2_user
-    <if test="_parameter != null">
-      <include refid="Example_Where_Clause" />
-    </if>
-    <if test="orderByClause != null">
-      order by ${orderByClause}
-    </if>
-    <if test="limitStart != null and limitStart>=0">
-      limit #{limitStart} , #{limitEnd}
-    </if>
-  </select>
-  <select id="selectByPrimaryKey" parameterType="java.lang.Long" resultMap="BaseResultMap">
-    select 
-    <include refid="Base_Column_List" />
-    from s2_user
-    where id = #{id,jdbcType=BIGINT}
-  </select>
-  <delete id="deleteByPrimaryKey" parameterType="java.lang.Long">
-    delete from s2_user
-    where id = #{id,jdbcType=BIGINT}
-  </delete>
-  <insert id="insert" parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
-    insert into s2_user (id, name, password, 
-      display_name, email)
-    values (#{id,jdbcType=BIGINT}, #{name,jdbcType=VARCHAR}, #{password,jdbcType=VARCHAR}, 
-      #{displayName,jdbcType=VARCHAR}, #{email,jdbcType=VARCHAR})
-  </insert>
-  <insert id="insertSelective" parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
-    insert into s2_user
-    <trim prefix="(" suffix=")" suffixOverrides=",">
-      <if test="id != null">
-        id,
-      </if>
-      <if test="name != null">
-        name,
-      </if>
-      <if test="password != null">
-        password,
-      </if>
-      <if test="displayName != null">
-        display_name,
-      </if>
-      <if test="email != null">
-        email,
-      </if>
-    </trim>
-    <trim prefix="values (" suffix=")" suffixOverrides=",">
-      <if test="id != null">
-        #{id,jdbcType=BIGINT},
-      </if>
-      <if test="name != null">
-        #{name,jdbcType=VARCHAR},
-      </if>
-      <if test="password != null">
-        #{password,jdbcType=VARCHAR},
-      </if>
-      <if test="displayName != null">
-        #{displayName,jdbcType=VARCHAR},
-      </if>
-      <if test="email != null">
-        #{email,jdbcType=VARCHAR},
-      </if>
-    </trim>
-  </insert>
-  <select id="countByExample" parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDOExample" resultType="java.lang.Long">
-    select count(*) from s2_user
-    <if test="_parameter != null">
-      <include refid="Example_Where_Clause" />
-    </if>
-  </select>
-  <update id="updateByPrimaryKeySelective" parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
-    update s2_user
-    <set>
-      <if test="name != null">
-        name = #{name,jdbcType=VARCHAR},
-      </if>
-      <if test="password != null">
-        password = #{password,jdbcType=VARCHAR},
-      </if>
-      <if test="displayName != null">
-        display_name = #{displayName,jdbcType=VARCHAR},
-      </if>
-      <if test="email != null">
-        email = #{email,jdbcType=VARCHAR},
-      </if>
-    </set>
-    where id = #{id,jdbcType=BIGINT}
-  </update>
-  <update id="updateByPrimaryKey" parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
-    update s2_user
-    set name = #{name,jdbcType=VARCHAR},
-      password = #{password,jdbcType=VARCHAR},
-      display_name = #{displayName,jdbcType=VARCHAR},
-      email = #{email,jdbcType=VARCHAR}
-    where id = #{id,jdbcType=BIGINT}
-  </update>
+        <include refid="Base_Column_List"/>
+        from s2_user
+        <if test="_parameter != null">
+            <include refid="Example_Where_Clause"/>
+        </if>
+        <if test="orderByClause != null">
+            order by ${orderByClause}
+        </if>
+        <if test="limitStart != null and limitStart>=0">
+            limit #{limitStart} , #{limitEnd}
+        </if>
+    </select>
+    <select id="selectByPrimaryKey" parameterType="java.lang.Long" resultMap="BaseResultMap">
+        select
+        <include refid="Base_Column_List"/>
+        from s2_user
+        where id = #{id,jdbcType=BIGINT}
+    </select>
+    <delete id="deleteByPrimaryKey" parameterType="java.lang.Long">
+        delete
+        from s2_user
+        where id = #{id,jdbcType=BIGINT}
+    </delete>
+    <insert id="insert"
+            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
+        insert into s2_user (id, name, password,
+                             display_name, email)
+        values (#{id,jdbcType=BIGINT}, #{name,jdbcType=VARCHAR}, #{password,jdbcType=VARCHAR},
+                #{displayName,jdbcType=VARCHAR}, #{email,jdbcType=VARCHAR})
+    </insert>
+    <insert id="insertSelective"
+            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
+        insert into s2_user
+        <trim prefix="(" suffix=")" suffixOverrides=",">
+            <if test="id != null">
+                id,
+            </if>
+            <if test="name != null">
+                name,
+            </if>
+            <if test="password != null">
+                password,
+            </if>
+            <if test="displayName != null">
+                display_name,
+            </if>
+            <if test="email != null">
+                email,
+            </if>
+        </trim>
+        <trim prefix="values (" suffix=")" suffixOverrides=",">
+            <if test="id != null">
+                #{id,jdbcType=BIGINT},
+            </if>
+            <if test="name != null">
+                #{name,jdbcType=VARCHAR},
+            </if>
+            <if test="password != null">
+                #{password,jdbcType=VARCHAR},
+            </if>
+            <if test="displayName != null">
+                #{displayName,jdbcType=VARCHAR},
+            </if>
+            <if test="email != null">
+                #{email,jdbcType=VARCHAR},
+            </if>
+        </trim>
+    </insert>
+    <select id="countByExample"
+            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDOExample"
+            resultType="java.lang.Long">
+        select count(*) from s2_user
+        <if test="_parameter != null">
+            <include refid="Example_Where_Clause"/>
+        </if>
+    </select>
+    <update id="updateByPrimaryKeySelective"
+            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
+        update s2_user
+        <set>
+            <if test="name != null">
+                name = #{name,jdbcType=VARCHAR},
+            </if>
+            <if test="password != null">
+                password = #{password,jdbcType=VARCHAR},
+            </if>
+            <if test="displayName != null">
+                display_name = #{displayName,jdbcType=VARCHAR},
+            </if>
+            <if test="email != null">
+                email = #{email,jdbcType=VARCHAR},
+            </if>
+        </set>
+        where id = #{id,jdbcType=BIGINT}
+    </update>
+    <update id="updateByPrimaryKey"
+            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
+        update s2_user
+        set name         = #{name,jdbcType=VARCHAR},
+            password     = #{password,jdbcType=VARCHAR},
+            display_name = #{displayName,jdbcType=VARCHAR},
+            email        = #{email,jdbcType=VARCHAR}
+        where id = #{id,jdbcType=BIGINT}
+    </update>
 </mapper>

auth/authorization/src/main/java/com/tencent/supersonic/auth/authorization/application/AuthServiceImpl.java

@@ -3,25 +3,27 @@ package com.tencent.supersonic.auth.authorization.application;
 import com.google.common.base.Strings;
 import com.google.gson.Gson;
 import com.tencent.supersonic.auth.api.authentication.service.UserService;
+import com.tencent.supersonic.auth.api.authorization.pojo.AuthGroup;
 import com.tencent.supersonic.auth.api.authorization.pojo.AuthRes;
 import com.tencent.supersonic.auth.api.authorization.pojo.AuthResGrp;
+import com.tencent.supersonic.auth.api.authorization.pojo.AuthRule;
 import com.tencent.supersonic.auth.api.authorization.pojo.DimensionFilter;
 import com.tencent.supersonic.auth.api.authorization.request.QueryAuthResReq;
 import com.tencent.supersonic.auth.api.authorization.response.AuthorizedResourceResp;
 import com.tencent.supersonic.auth.api.authorization.service.AuthService;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.Set;
+import java.util.stream.Collectors;
 import javax.servlet.http.HttpServletRequest;
-
-import com.tencent.supersonic.auth.api.authorization.pojo.AuthGroup;
-import com.tencent.supersonic.auth.api.authorization.pojo.AuthRule;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.jdbc.core.JdbcTemplate;
 import org.springframework.stereotype.Service;
 import org.springframework.util.CollectionUtils;
 
-import java.util.*;
-import java.util.stream.Collectors;
-
 @Service
 @Slf4j
 public class AuthServiceImpl implements AuthService {
@@ -31,7 +33,7 @@ public class AuthServiceImpl implements AuthService {
     private UserService userService;
 
     public AuthServiceImpl(JdbcTemplate jdbcTemplate,
-                           UserService userService) {
+            UserService userService) {
         this.jdbcTemplate = jdbcTemplate;
         this.userService = userService;
     }
@@ -43,10 +45,10 @@ public class AuthServiceImpl implements AuthService {
     }
 
     @Override
-    public List<AuthGroup> queryAuthGroups(String domainId, Integer groupId) {
+    public List<AuthGroup> queryAuthGroups(String modelId, Integer groupId) {
         return load().stream()
                 .filter(group -> (Objects.isNull(groupId) || groupId.equals(group.getGroupId()))
-                        && domainId.equals(group.getDomainId()))
+                        && modelId.equals(group.getModelId()))
                 .collect(Collectors.toList());
     }
 
@@ -83,16 +85,16 @@ public class AuthServiceImpl implements AuthService {
         }
         List<AuthGroup> groups = getAuthGroups(req);
         AuthorizedResourceResp resource = new AuthorizedResourceResp();
-        Map<String, List<AuthGroup>> authGroupsByDomainId = groups.stream()
-                .collect(Collectors.groupingBy(AuthGroup::getDomainId));
+        Map<String, List<AuthGroup>> authGroupsByModelId = groups.stream()
+                .collect(Collectors.groupingBy(AuthGroup::getModelId));
         Map<String, List<AuthRes>> reqAuthRes = req.getResources().stream()
-                .collect(Collectors.groupingBy(AuthRes::getDomainId));
+                .collect(Collectors.groupingBy(AuthRes::getModelId));
 
-        for (String domainId : reqAuthRes.keySet()) {
-            List<AuthRes> reqResourcesList = reqAuthRes.get(domainId);
+        for (String modelId : reqAuthRes.keySet()) {
+            List<AuthRes> reqResourcesList = reqAuthRes.get(modelId);
             AuthResGrp rg = new AuthResGrp();
-            if (authGroupsByDomainId.containsKey(domainId)) {
-                List<AuthGroup> authGroups = authGroupsByDomainId.get(domainId);
+            if (authGroupsByModelId.containsKey(modelId)) {
+                List<AuthGroup> authGroups = authGroupsByModelId.get(modelId);
                 for (AuthRes reqRes : reqResourcesList) {
                     for (AuthGroup authRuleGroup : authGroups) {
                         List<AuthRule> authRules = authRuleGroup.getAuthRules();
@@ -111,8 +113,8 @@ public class AuthServiceImpl implements AuthService {
             }
         }
 
-        if (StringUtils.isNotEmpty(req.getDomainId())) {
-            List<AuthGroup> authGroups = authGroupsByDomainId.get(req.getDomainId());
+        if (StringUtils.isNotEmpty(req.getModelId())) {
+            List<AuthGroup> authGroups = authGroupsByModelId.get(req.getModelId());
             if (!CollectionUtils.isEmpty(authGroups)) {
                 for (AuthGroup group : authGroups) {
                     if (group.getDimensionFilters() != null
@@ -131,7 +133,7 @@ public class AuthServiceImpl implements AuthService {
     private List<AuthGroup> getAuthGroups(QueryAuthResReq req) {
         List<AuthGroup> groups = load().stream()
                 .filter(group -> {
-                    if (!Objects.equals(group.getDomainId(), req.getDomainId())) {
+                    if (!Objects.equals(group.getModelId(), req.getModelId())) {
                         return false;
                     }
                     if (!CollectionUtils.isEmpty(group.getAuthorizedUsers()) && group.getAuthorizedUsers()

auth/authorization/src/main/java/com/tencent/supersonic/auth/authorization/rest/AuthController.java

@@ -1,9 +1,9 @@
 package com.tencent.supersonic.auth.authorization.rest;
 
+import com.tencent.supersonic.auth.api.authorization.pojo.AuthGroup;
 import com.tencent.supersonic.auth.api.authorization.request.QueryAuthResReq;
 import com.tencent.supersonic.auth.api.authorization.response.AuthorizedResourceResp;
 import com.tencent.supersonic.auth.api.authorization.service.AuthService;
-import com.tencent.supersonic.auth.api.authorization.pojo.AuthGroup;
 import java.util.List;
 import javax.servlet.http.HttpServletRequest;
 import lombok.extern.slf4j.Slf4j;
@@ -26,9 +26,9 @@ public class AuthController {
     }
 
     @GetMapping("/queryGroup")
-    public List<AuthGroup> queryAuthGroup(@RequestParam("domainId") String domainId,
+    public List<AuthGroup> queryAuthGroup(@RequestParam("modelId") String modelId,
             @RequestParam(value = "groupId", required = false) Integer groupId) {
-        return authService.queryAuthGroups(domainId, groupId);
+        return authService.queryAuthGroups(modelId, groupId);
     }
 
     /**

chat/api/src/main/java/com/tencent/supersonic/chat/api/component/SemanticLayer.java

@@ -2,17 +2,18 @@ package com.tencent.supersonic.chat.api.component;
 
 import com.github.pagehelper.PageInfo;
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
-import com.tencent.supersonic.chat.api.pojo.DomainSchema;
+import com.tencent.supersonic.chat.api.pojo.ModelSchema;
+import com.tencent.supersonic.common.pojo.enums.AuthType;
 import com.tencent.supersonic.semantic.api.model.request.PageDimensionReq;
 import com.tencent.supersonic.semantic.api.model.request.PageMetricReq;
 import com.tencent.supersonic.semantic.api.model.response.DimensionResp;
 import com.tencent.supersonic.semantic.api.model.response.DomainResp;
-import com.tencent.supersonic.semantic.api.model.response.QueryResultWithSchemaResp;
 import com.tencent.supersonic.semantic.api.model.response.MetricResp;
+import com.tencent.supersonic.semantic.api.model.response.ModelResp;
+import com.tencent.supersonic.semantic.api.model.response.QueryResultWithSchemaResp;
 import com.tencent.supersonic.semantic.api.query.request.QueryDslReq;
 import com.tencent.supersonic.semantic.api.query.request.QueryMultiStructReq;
 import com.tencent.supersonic.semantic.api.query.request.QueryStructReq;
-
 import java.util.List;
 
 /**
@@ -30,16 +31,22 @@ import java.util.List;
 public interface SemanticLayer {
 
     QueryResultWithSchemaResp queryByStruct(QueryStructReq queryStructReq, User user);
+
     QueryResultWithSchemaResp queryByMultiStruct(QueryMultiStructReq queryMultiStructReq, User user);
+
     QueryResultWithSchemaResp queryByDsl(QueryDslReq queryDslReq, User user);
 
-    List<DomainSchema> getDomainSchema();
-    List<DomainSchema> getDomainSchema(List<Long> ids);
-    DomainSchema getDomainSchema(Long domain, Boolean cacheEnable);
+    List<ModelSchema> getModelSchema();
+
+    List<ModelSchema> getModelSchema(List<Long> ids);
+
+    ModelSchema getModelSchema(Long model, Boolean cacheEnable);
+
     PageInfo<DimensionResp> getDimensionPage(PageDimensionReq pageDimensionCmd);
+
     PageInfo<MetricResp> getMetricPage(PageMetricReq pageMetricCmd);
 
-    List<DomainResp> getDomainListForViewer();
-    List<DomainResp> getDomainListForAdmin();
+    List<DomainResp> getDomainList(User user);
 
+    List<ModelResp> getModelList(AuthType authType, Long domainId, User user);
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/ModelSchema.java

@@ -1,15 +1,14 @@
 package com.tencent.supersonic.chat.api.pojo;
 
-import lombok.Data;
-
 import java.util.HashSet;
 import java.util.Optional;
 import java.util.Set;
+import lombok.Data;
 
 @Data
-public class DomainSchema {
+public class ModelSchema {
 
-    private SchemaElement domain;
+    private SchemaElement model;
     private Set<SchemaElement> metrics = new HashSet<>();
     private Set<SchemaElement> dimensions = new HashSet<>();
     private Set<SchemaElement> dimensionValues = new HashSet<>();
@@ -22,8 +21,8 @@ public class DomainSchema {
             case ENTITY:
                 element = Optional.ofNullable(entity);
                 break;
-            case DOMAIN:
-                element = Optional.of(domain);
+            case MODEL:
+                element = Optional.of(model);
                 break;
             case METRIC:
                 element = metrics.stream().filter(e -> e.getId() == elementID).findFirst();

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/QueryContext.java

@@ -2,12 +2,13 @@ package com.tencent.supersonic.chat.api.pojo;
 
 import com.tencent.supersonic.chat.api.component.SemanticQuery;
 import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
-import lombok.Data;
-
 import java.util.ArrayList;
 import java.util.List;
+import lombok.Data;
+import lombok.NoArgsConstructor;
 
 @Data
+@NoArgsConstructor
 public class QueryContext {
 
     private QueryReq request;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SchemaElement.java

@@ -1,11 +1,12 @@
 package com.tencent.supersonic.chat.api.pojo;
 
 import com.google.common.base.Objects;
-
 import java.io.Serializable;
 import java.util.List;
-
-import lombok.*;
+import lombok.Builder;
+import lombok.Data;
+import lombok.Getter;
+import lombok.NoArgsConstructor;
 
 @Data
 @Getter
@@ -14,7 +15,7 @@ import lombok.*;
 //@AllArgsConstructor
 public class SchemaElement implements Serializable {
 
-    private Long domain;
+    private Long model;
     private Long id;
     private String name;
     private String bizName;
@@ -25,9 +26,9 @@ public class SchemaElement implements Serializable {
 //    public SchemaElement() {
 //    }
 
-    public SchemaElement(Long domain, Long id, String name, String bizName,
-                         Long useCnt, SchemaElementType type, List<String> alias) {
-        this.domain = domain;
+    public SchemaElement(Long model, Long id, String name, String bizName,
+            Long useCnt, SchemaElementType type, List<String> alias) {
+        this.model = model;
         this.id = id;
         this.name = name;
         this.bizName = bizName;
@@ -45,7 +46,7 @@ public class SchemaElement implements Serializable {
             return false;
         }
         SchemaElement schemaElement = (SchemaElement) o;
-        return Objects.equal(domain, schemaElement.domain) && Objects.equal(id,
+        return Objects.equal(model, schemaElement.model) && Objects.equal(id,
                 schemaElement.id) && Objects.equal(name, schemaElement.name)
                 && Objects.equal(bizName, schemaElement.bizName) && Objects.equal(
                 useCnt, schemaElement.useCnt) && Objects.equal(type, schemaElement.type);
@@ -53,6 +54,6 @@ public class SchemaElement implements Serializable {
 
     @Override
     public int hashCode() {
-        return Objects.hashCode(domain, id, name, bizName, useCnt, type);
+        return Objects.hashCode(model, id, name, bizName, useCnt, type);
     }
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SchemaElementMatch.java

@@ -18,10 +18,6 @@ public class SchemaElementMatch {
     String detectWord;
     String word;
     Long frequency;
-    MatchMode mode = MatchMode.CURRENT;
+    boolean isInherited;
 
-    public enum MatchMode {
-        CURRENT,
-        INHERIT
-    }
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SchemaElementType.java

@@ -1,7 +1,7 @@
 package com.tencent.supersonic.chat.api.pojo;
 
 public enum SchemaElementType {
-    DOMAIN,
+    MODEL,
     METRIC,
     DIMENSION,
     VALUE,

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SchemaMapInfo.java

@@ -7,21 +7,21 @@ import java.util.Set;
 
 public class SchemaMapInfo {
 
-    private Map<Long, List<SchemaElementMatch>> domainElementMatches = new HashMap<>();
+    private Map<Long, List<SchemaElementMatch>> modelElementMatches = new HashMap<>();
 
-    public Set<Long> getMatchedDomains() {
-        return domainElementMatches.keySet();
+    public Set<Long> getMatchedModels() {
+        return modelElementMatches.keySet();
     }
 
-    public List<SchemaElementMatch> getMatchedElements(Long domain) {
-        return domainElementMatches.get(domain);
+    public List<SchemaElementMatch> getMatchedElements(Long model) {
+        return modelElementMatches.get(model);
     }
 
-    public Map<Long, List<SchemaElementMatch>> getDomainElementMatches() {
-        return domainElementMatches;
+    public Map<Long, List<SchemaElementMatch>> getModelElementMatches() {
+        return modelElementMatches;
     }
 
-    public void setMatchedElements(Long domain, List<SchemaElementMatch> elementMatches) {
-        domainElementMatches.put(domain, elementMatches);
+    public void setMatchedElements(Long model, List<SchemaElementMatch> elementMatches) {
+        modelElementMatches.put(model, elementMatches);
     }
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SemanticParseInfo.java

@@ -1,19 +1,25 @@
 package com.tencent.supersonic.chat.api.pojo;
 
 
-import java.util.*;
-
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
 import com.tencent.supersonic.common.pojo.DateConf;
 import com.tencent.supersonic.common.pojo.Order;
 import com.tencent.supersonic.common.pojo.enums.AggregateTypeEnum;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.TreeSet;
 import lombok.Data;
 
 @Data
 public class SemanticParseInfo {
 
     private String queryMode;
-    private SchemaElement domain;
+    private SchemaElement model;
     private Set<SchemaElement> metrics = new TreeSet<>(new SchemaNameLengthComparator());
     private Set<SchemaElement> dimensions = new LinkedHashSet();
     private SchemaElement entity;
@@ -28,15 +34,16 @@ public class SemanticParseInfo {
     private List<SchemaElementMatch> elementMatches = new ArrayList<>();
     private Map<String, Object> properties = new HashMap<>();
 
-    public Long getDomainId() {
-        return domain != null ? domain.getId() : 0L;
+    public Long getModelId() {
+        return model != null ? model.getId() : 0L;
     }
 
-    public String getDomainName() {
-        return domain != null ? domain.getName() : "null";
+    public String getModelName() {
+        return model != null ? model.getName() : "null";
     }
 
     private static class SchemaNameLengthComparator implements Comparator<SchemaElement> {
+
         @Override
         public int compare(SchemaElement o1, SchemaElement o2) {
             int len1 = o1.getName().length();
@@ -49,4 +56,11 @@ public class SemanticParseInfo {
         }
     }
 
+    public Set<SchemaElement> getMetrics() {
+        Set<SchemaElement> metricSet = new TreeSet<>(new SchemaNameLengthComparator());
+        metricSet.addAll(metrics);
+        metrics = metricSet;
+        return metrics;
+    }
+
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SemanticSchema.java

@@ -7,48 +7,49 @@ import java.util.Map;
 import java.util.stream.Collectors;
 
 public class SemanticSchema implements Serializable {
-    private List<DomainSchema> domainSchemaList;
 
-    public SemanticSchema(List<DomainSchema> domainSchemaList) {
-        this.domainSchemaList = domainSchemaList;
+    private List<ModelSchema> modelSchemaList;
+
+    public SemanticSchema(List<ModelSchema> modelSchemaList) {
+        this.modelSchemaList = modelSchemaList;
     }
 
-    public void add(DomainSchema schema) {
-        domainSchemaList.add(schema);
+    public void add(ModelSchema schema) {
+        modelSchemaList.add(schema);
     }
 
-    public Map<Long, String> getDomainIdToName() {
-        return domainSchemaList.stream()
-                .collect(Collectors.toMap(a -> a.getDomain().getId(), a -> a.getDomain().getName(), (k1, k2) -> k1));
+    public Map<Long, String> getModelIdToName() {
+        return modelSchemaList.stream()
+                .collect(Collectors.toMap(a -> a.getModel().getId(), a -> a.getModel().getName(), (k1, k2) -> k1));
     }
 
     public List<SchemaElement> getDimensionValues() {
         List<SchemaElement> dimensionValues = new ArrayList<>();
-        domainSchemaList.stream().forEach(d -> dimensionValues.addAll(d.getDimensionValues()));
+        modelSchemaList.stream().forEach(d -> dimensionValues.addAll(d.getDimensionValues()));
         return dimensionValues;
     }
 
     public List<SchemaElement> getDimensions() {
         List<SchemaElement> dimensions = new ArrayList<>();
-        domainSchemaList.stream().forEach(d -> dimensions.addAll(d.getDimensions()));
+        modelSchemaList.stream().forEach(d -> dimensions.addAll(d.getDimensions()));
         return dimensions;
     }
 
     public List<SchemaElement> getMetrics() {
         List<SchemaElement> metrics = new ArrayList<>();
-        domainSchemaList.stream().forEach(d -> metrics.addAll(d.getMetrics()));
+        modelSchemaList.stream().forEach(d -> metrics.addAll(d.getMetrics()));
         return metrics;
     }
 
-    public List<SchemaElement> getDomains() {
-        List<SchemaElement> domains = new ArrayList<>();
-        domainSchemaList.stream().forEach(d -> domains.add(d.getDomain()));
-        return domains;
+    public List<SchemaElement> getModels() {
+        List<SchemaElement> models = new ArrayList<>();
+        modelSchemaList.stream().forEach(d -> models.add(d.getModel()));
+        return models;
     }
 
     public List<SchemaElement> getEntities() {
         List<SchemaElement> entities = new ArrayList<>();
-        domainSchemaList.stream().forEach(d -> entities.add(d.getEntity()));
+        modelSchemaList.stream().forEach(d -> entities.add(d.getEntity()));
         return entities;
     }
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/ChatAggConfigReq.java

@@ -1,8 +1,7 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
-import lombok.Data;
-
 import java.util.List;
+import lombok.Data;
 
 @Data
 public class ChatAggConfigReq {
@@ -13,7 +12,7 @@ public class ChatAggConfigReq {
     private ItemVisibility visibility;
 
     /**
-     * information about dictionary about the domain
+     * information about dictionary about the model
      */
     private List<KnowledgeInfoReq> knowledgeInfos;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/ChatConfigBaseReq.java

@@ -1,34 +1,32 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
 import com.tencent.supersonic.common.pojo.enums.StatusEnum;
-
+import java.util.List;
 import lombok.Data;
 import lombok.ToString;
 
-import java.util.List;
-
 /**
- * extended information command about domain
+ * extended information command about model
  */
 @Data
 @ToString
 public class ChatConfigBaseReq {
 
-    private Long domainId;
+    private Long modelId;
 
     /**
-     * the chatDetailConfig about the domain
+     * the chatDetailConfig about the model
      */
     private ChatDetailConfigReq chatDetailConfig;
 
     /**
-     * the chatAggConfig about the domain
+     * the chatAggConfig about the model
      */
     private ChatAggConfigReq chatAggConfig;
 
 
     /**
-     * the recommended questions about the domain
+     * the recommended questions about the model
      */
     private List<RecommendedQuestionReq> recommendedQuestions;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/ChatConfigFilter.java

@@ -10,6 +10,6 @@ import lombok.NoArgsConstructor;
 public class ChatConfigFilter {
 
     private Long id;
-    private Long domainId;
+    private Long modelId;
     private StatusEnum status = StatusEnum.ONLINE;
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/ChatDefaultConfigReq.java

@@ -2,10 +2,9 @@ package com.tencent.supersonic.chat.api.pojo.request;
 
 
 import com.tencent.supersonic.common.pojo.Constants;
-import lombok.Data;
-
 import java.util.ArrayList;
 import java.util.List;
+import lombok.Data;
 
 @Data
 public class ChatDefaultConfigReq {

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/ChatDetailConfigReq.java

@@ -1,8 +1,7 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
-import lombok.Data;
-
 import java.util.List;
+import lombok.Data;
 
 @Data
 public class ChatDetailConfigReq {
@@ -13,7 +12,7 @@ public class ChatDetailConfigReq {
     private ItemVisibility visibility;
 
     /**
-     * information about dictionary about the domain
+     * information about dictionary about the model
      */
     private List<KnowledgeInfoReq> knowledgeInfos;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/Entity.java

@@ -7,7 +7,7 @@ import lombok.NoArgsConstructor;
 import lombok.ToString;
 
 /**
- * the entity info about the domain
+ * the entity info about the model
  */
 @Data
 @AllArgsConstructor

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/ExecuteQueryReq.java

@@ -7,6 +7,7 @@ import lombok.Data;
 
 @Data
 public class ExecuteQueryReq {
+
     private User user;
     private Integer chatId;
     private String queryText;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/KnowledgeAdvancedConfig.java

@@ -1,9 +1,8 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
-import lombok.Data;
-
 import java.util.ArrayList;
 import java.util.List;
+import lombok.Data;
 
 /**
  * advanced knowledge config

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/KnowledgeInfoReq.java

@@ -1,20 +1,18 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
 import com.tencent.supersonic.common.pojo.enums.TypeEnums;
-
 import javax.validation.constraints.NotNull;
-
 import lombok.Data;
 
 /**
- * information about dictionary about the domain
+ * information about dictionary about the model
  */
 
 @Data
 public class KnowledgeInfoReq {
 
     /**
-     * metricId、DimensionId、domainId
+     * metricId、DimensionId、modelId
      */
     private Long itemId;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/PluginQueryReq.java

@@ -13,7 +13,7 @@ public class PluginQueryReq {
 
     private String type;
 
-    private String domain;
+    private String model;
 
     private String pattern;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/QueryDataReq.java

@@ -1,18 +1,18 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
 
-import java.util.HashSet;
-import java.util.Set;
-
 import com.tencent.supersonic.chat.api.pojo.SchemaElement;
 import com.tencent.supersonic.common.pojo.DateConf;
 import com.tencent.supersonic.common.pojo.Order;
+import java.util.HashSet;
+import java.util.Set;
 import lombok.Data;
 
 @Data
 public class QueryDataReq {
+
     String queryMode;
-    SchemaElement domain;
+    SchemaElement model;
     Set<SchemaElement> metrics = new HashSet<>();
     Set<SchemaElement> dimensions = new HashSet<>();
     Set<QueryFilter> dimensionFilters = new HashSet<>();

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/QueryFilters.java

@@ -1,13 +1,14 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
-import lombok.Data;
 import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import lombok.Data;
 
 @Data
 public class QueryFilters {
+
     private List<QueryFilter> filters = new ArrayList<>();
     private Map<String, Object> params = new HashMap<>();
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/QueryReq.java

@@ -5,9 +5,10 @@ import lombok.Data;
 
 @Data
 public class QueryReq {
+
     private String queryText;
     private Integer chatId;
-    private Long domainId = 0L;
+    private Long modelId = 0L;
     private User user;
     private QueryFilters queryFilters;
     private boolean saveAnswer = true;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/AggregateInfo.java

@@ -6,5 +6,6 @@ import lombok.Data;
 
 @Data
 public class AggregateInfo {
-    private List<MetricInfo> metricInfos =  new ArrayList<>();
+
+    private List<MetricInfo> metricInfos = new ArrayList<>();
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/ChatAggRichConfigResp.java

@@ -2,9 +2,8 @@ package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.request.KnowledgeAdvancedConfig;
 import com.tencent.supersonic.chat.api.pojo.request.KnowledgeInfoReq;
-import lombok.Data;
-
 import java.util.List;
+import lombok.Data;
 
 @Data
 public class ChatAggRichConfigResp {
@@ -15,7 +14,7 @@ public class ChatAggRichConfigResp {
     private ItemVisibilityInfo visibility;
 
     /**
-     * information about dictionary about the domain
+     * information about dictionary about the model
      */
     private List<KnowledgeInfoReq> knowledgeInfos;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/ChatConfigResp.java

@@ -4,10 +4,8 @@ import com.tencent.supersonic.chat.api.pojo.request.ChatAggConfigReq;
 import com.tencent.supersonic.chat.api.pojo.request.ChatDetailConfigReq;
 import com.tencent.supersonic.chat.api.pojo.request.RecommendedQuestionReq;
 import com.tencent.supersonic.common.pojo.enums.StatusEnum;
-
 import java.util.Date;
 import java.util.List;
-
 import lombok.Data;
 
 @Data
@@ -15,7 +13,7 @@ public class ChatConfigResp {
 
     private Long id;
 
-    private Long domainId;
+    private Long modelId;
 
     private ChatDetailConfigReq chatDetailConfig;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/ChatConfigRichResp.java

@@ -4,7 +4,6 @@ import com.tencent.supersonic.chat.api.pojo.request.RecommendedQuestionReq;
 import com.tencent.supersonic.common.pojo.enums.StatusEnum;
 import java.util.Date;
 import java.util.List;
-
 import lombok.Data;
 
 @Data
@@ -12,9 +11,9 @@ public class ChatConfigRichResp {
 
     private Long id;
 
-    private Long domainId;
+    private Long modelId;
 
-    private String domainName;
+    private String modelName;
     private String bizName;
 
     private ChatAggRichConfigResp chatAggRichConfig;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/ChatDefaultRichConfigResp.java

@@ -4,9 +4,8 @@ package com.tencent.supersonic.chat.api.pojo.response;
 import com.tencent.supersonic.chat.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.request.ChatDefaultConfigReq;
 import com.tencent.supersonic.common.pojo.Constants;
-import lombok.Data;
-
 import java.util.List;
+import lombok.Data;
 
 @Data
 public class ChatDefaultRichConfigResp {

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/ChatDetailRichConfigResp.java

@@ -2,9 +2,8 @@ package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.request.KnowledgeAdvancedConfig;
 import com.tencent.supersonic.chat.api.pojo.request.KnowledgeInfoReq;
-import lombok.Data;
-
 import java.util.List;
+import lombok.Data;
 
 @Data
 public class ChatDetailRichConfigResp {
@@ -15,7 +14,7 @@ public class ChatDetailRichConfigResp {
     private ItemVisibilityInfo visibility;
 
     /**
-     * information about dictionary about the domain
+     * information about dictionary about the model
      */
     private List<KnowledgeInfoReq> knowledgeInfos;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/EntityInfo.java

@@ -7,7 +7,7 @@ import lombok.Data;
 @Data
 public class EntityInfo {
 
-    private DomainInfo domainInfo = new DomainInfo();
+    private ModelInfo modelInfo = new ModelInfo();
     private List<DataInfo> dimensions = new ArrayList<>();
     private List<DataInfo> metrics = new ArrayList<>();
     private String entityId;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/EntityRichInfoResp.java

@@ -1,14 +1,14 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.SchemaElement;
-
 import java.util.List;
 import lombok.Data;
 
 @Data
 public class EntityRichInfoResp {
+
     /**
-     *  entity alias
+     * entity alias
      */
     private List<String> names;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/ModelInfo.java

@@ -5,7 +5,7 @@ import java.util.List;
 import lombok.Data;
 
 @Data
-public class DomainInfo extends DataInfo implements Serializable {
+public class ModelInfo extends DataInfo implements Serializable {
 
     private List<String> words;
     private String primaryEntityBizName;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/ParseResp.java

@@ -1,9 +1,12 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
-import lombok.*;
-
 import java.util.List;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.Getter;
+import lombok.NoArgsConstructor;
 
 @Data
 @Getter
@@ -11,6 +14,7 @@ import java.util.List;
 @NoArgsConstructor
 @AllArgsConstructor
 public class ParseResp {
+
     private Integer chatId;
     private String queryText;
     private ParseState state;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/RecommendQuestionResp.java

@@ -1,14 +1,14 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.request.RecommendedQuestionReq;
+import java.util.List;
 import lombok.AllArgsConstructor;
 import lombok.Data;
 
-import java.util.List;
-
 @Data
 @AllArgsConstructor
 public class RecommendQuestionResp {
-    private Long domainId;
+
+    private Long modelId;
     private List<RecommendedQuestionReq> recommendedQuestions;
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/RecommendResp.java

@@ -1,12 +1,12 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.SchemaElement;
-import lombok.Data;
-
 import java.util.List;
+import lombok.Data;
 
 @Data
 public class RecommendResp {
+
     private List<SchemaElement> dimensions;
     private List<SchemaElement> metrics;
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/SearchResp.java

@@ -2,8 +2,6 @@ package com.tencent.supersonic.chat.api.pojo.response;
 
 import java.util.List;
 import lombok.Data;
-import lombok.Getter;
-import lombok.Setter;
 
 @Data
 public class SearchResp {

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/SearchResult.java

@@ -17,9 +17,9 @@ public class SearchResult {
 
     private String subRecommend;
 
-    private String domainName;
+    private String modelName;
 
-    private Long domainId;
+    private Long modelId;
 
     private SchemaElementType schemaElementType;
 
@@ -34,12 +34,12 @@ public class SearchResult {
             return false;
         }
         SearchResult searchResult1 = (SearchResult) o;
-        return Objects.equals(recommend, searchResult1.recommend) && Objects.equals(domainName,
-                searchResult1.domainName);
+        return Objects.equals(recommend, searchResult1.recommend) && Objects.equals(modelName,
+                searchResult1.modelName);
     }
 
     @Override
     public int hashCode() {
-        return Objects.hash(recommend, domainName);
+        return Objects.hash(recommend, modelName);
     }
 }

chat/core/pom.xml

@@ -1,7 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project xmlns="http://maven.apache.org/POM/4.0.0"
-         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
     <parent>
         <artifactId>chat</artifactId>
         <groupId>com.tencent.supersonic</groupId>

chat/core/src/main/java/com/tencent/supersonic/chat/config/AggregatorConfig.java

@@ -3,11 +3,13 @@ package com.tencent.supersonic.chat.config;
 import lombok.Data;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.context.annotation.Configuration;
+
 @Configuration
 @Data
 public class AggregatorConfig {
-        @Value("${metric.aggregator.ratio.enable:true}")
-        private Boolean enableRatio;
+
+    @Value("${metric.aggregator.ratio.enable:true}")
+    private Boolean enableRatio;
 }
 
 

chat/core/src/main/java/com/tencent/supersonic/chat/config/ChatConfig.java

@@ -3,13 +3,12 @@ package com.tencent.supersonic.chat.config;
 import com.tencent.supersonic.chat.api.pojo.request.ChatAggConfigReq;
 import com.tencent.supersonic.chat.api.pojo.request.ChatDetailConfigReq;
 import com.tencent.supersonic.chat.api.pojo.request.RecommendedQuestionReq;
-import com.tencent.supersonic.common.pojo.enums.StatusEnum;
 import com.tencent.supersonic.common.pojo.RecordInfo;
+import com.tencent.supersonic.common.pojo.enums.StatusEnum;
+import java.util.List;
 import lombok.Data;
 import lombok.ToString;
 
-import java.util.List;
-
 @Data
 @ToString
 public class ChatConfig {
@@ -19,15 +18,15 @@ public class ChatConfig {
      */
     private Long id;
 
-    private Long domainId;
+    private Long modelId;
 
     /**
-     * the chatDetailConfig about the domain
+     * the chatDetailConfig about the model
      */
     private ChatDetailConfigReq chatDetailConfig;
 
     /**
-     * the chatAggConfig about the domain
+     * the chatAggConfig about the model
      */
     private ChatAggConfigReq chatAggConfig;
 

chat/core/src/main/java/com/tencent/supersonic/chat/config/ChatConfigFilterInternal.java

@@ -6,6 +6,6 @@ import lombok.Data;
 public class ChatConfigFilterInternal {
 
     private Long id;
-    private Long domainId;
+    private Long modelId;
     private Integer status;
 }

chat/core/src/main/java/com/tencent/supersonic/chat/config/DefaultMetricInfo.java

@@ -6,7 +6,7 @@ import lombok.ToString;
 
 
 /**
- * default metrics about the domain
+ * default metrics about the model
  */
 
 @ToString

chat/core/src/main/java/com/tencent/supersonic/chat/config/FunctionCallInfoConfig.java

@@ -7,6 +7,7 @@ import org.springframework.context.annotation.Configuration;
 @Configuration
 @Data
 public class FunctionCallInfoConfig {
+
     @Value("${functionCall.url:}")
     private String url;
 }

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/DomainInfoStat.java

@@ -1,21 +0,0 @@
-package com.tencent.supersonic.chat.mapper;
-
-import java.io.Serializable;
-import lombok.Builder;
-import lombok.Data;
-import lombok.ToString;
-
-@Data
-@ToString
-@Builder
-public class DomainInfoStat implements Serializable {
-
-    private long domainCount;
-
-    private long metricDomainCount;
-
-    private long dimensionDomainCount;
-
-    private long dimensionValueDomainCount;
-
-}

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/EntityMapper.java

@@ -2,14 +2,19 @@ package com.tencent.supersonic.chat.mapper;
 
 
 import com.tencent.supersonic.chat.api.component.SchemaMapper;
-import com.tencent.supersonic.chat.api.pojo.*;
+import com.tencent.supersonic.chat.api.pojo.ModelSchema;
+import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
 import com.tencent.supersonic.chat.service.SemanticService;
 import com.tencent.supersonic.common.util.ContextUtils;
+import java.util.List;
+import java.util.stream.Collectors;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.BeanUtils;
 import org.springframework.util.CollectionUtils;
-import java.util.List;
-import java.util.stream.Collectors;
 
 
 @Slf4j
@@ -18,20 +23,20 @@ public class EntityMapper implements SchemaMapper {
     @Override
     public void map(QueryContext queryContext) {
         SchemaMapInfo schemaMapInfo = queryContext.getMapInfo();
-        for (Long domainId : schemaMapInfo.getMatchedDomains()) {
-            List<SchemaElementMatch> schemaElementMatchList = schemaMapInfo.getMatchedElements(domainId);
+        for (Long modelId : schemaMapInfo.getMatchedModels()) {
+            List<SchemaElementMatch> schemaElementMatchList = schemaMapInfo.getMatchedElements(modelId);
             if (CollectionUtils.isEmpty(schemaElementMatchList)) {
                 continue;
             }
-            SchemaElement entity = getEntity(domainId);
+            SchemaElement entity = getEntity(modelId);
             if (entity == null || entity.getId() == null) {
                 continue;
             }
             List<SchemaElementMatch> valueSchemaElements = schemaElementMatchList.stream().filter(schemaElementMatch ->
-                    SchemaElementType.VALUE.equals(schemaElementMatch.getElement().getType()))
+                            SchemaElementType.VALUE.equals(schemaElementMatch.getElement().getType()))
                     .collect(Collectors.toList());
             for (SchemaElementMatch schemaElementMatch : valueSchemaElements) {
-                if (!entity.getId().equals(schemaElementMatch.getElement().getId())){
+                if (!entity.getId().equals(schemaElementMatch.getElement().getId())) {
                     continue;
                 }
                 if (!checkExistSameEntitySchemaElements(schemaElementMatch, schemaElementMatchList)) {
@@ -46,7 +51,7 @@ public class EntityMapper implements SchemaMapper {
     }
 
     private boolean checkExistSameEntitySchemaElements(SchemaElementMatch valueSchemaElementMatch,
-                                                  List<SchemaElementMatch> schemaElementMatchList) {
+            List<SchemaElementMatch> schemaElementMatchList) {
         List<SchemaElementMatch> entitySchemaElements = schemaElementMatchList.stream().filter(schemaElementMatch ->
                         SchemaElementType.ENTITY.equals(schemaElementMatch.getElement().getType()))
                 .collect(Collectors.toList());
@@ -58,11 +63,11 @@ public class EntityMapper implements SchemaMapper {
         return false;
     }
 
-    private SchemaElement getEntity(Long domainId) {
+    private SchemaElement getEntity(Long modelId) {
         SemanticService semanticService = ContextUtils.getBean(SemanticService.class);
-        DomainSchema domainSchema = semanticService.getDomainSchema(domainId);
-        if (domainSchema != null && domainSchema.getEntity() != null) {
-            return domainSchema.getEntity();
+        ModelSchema modelSchema = semanticService.getModelSchema(modelId);
+        if (modelSchema != null && modelSchema.getEntity() != null) {
+            return modelSchema.getEntity();
         }
         return null;
     }

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/FuzzyNameMapper.java

@@ -2,10 +2,14 @@ package com.tencent.supersonic.chat.mapper;
 
 import com.hankcs.hanlp.seg.common.Term;
 import com.tencent.supersonic.chat.api.component.SchemaMapper;
-import com.tencent.supersonic.chat.api.pojo.*;
 import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.knowledge.service.SchemaService;
+import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
+import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
 import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.knowledge.service.SchemaService;
 import com.tencent.supersonic.knowledge.utils.HanlpHelper;
 import java.util.ArrayList;
 import java.util.Comparator;
@@ -39,13 +43,13 @@ public class FuzzyNameMapper implements SchemaMapper {
         log.debug("after db mapper,mapInfo:{}", queryContext.getMapInfo());
     }
 
-    private void detectAndAddToSchema(QueryContext queryContext, List<Term> terms, List<SchemaElement> domains,
-                                      SchemaElementType schemaElementType) {
+    private void detectAndAddToSchema(QueryContext queryContext, List<Term> terms, List<SchemaElement> Models,
+            SchemaElementType schemaElementType) {
         try {
 
-            Map<String, Set<SchemaElement>> domainResultSet = getResultSet(queryContext, terms, domains);
+            Map<String, Set<SchemaElement>> ModelResultSet = getResultSet(queryContext, terms, Models);
 
-            addToSchemaMapInfo(domainResultSet, queryContext.getMapInfo(), schemaElementType);
+            addToSchemaMapInfo(ModelResultSet, queryContext.getMapInfo(), schemaElementType);
 
         } catch (Exception e) {
             log.error("detectAndAddToSchema error", e);
@@ -53,7 +57,7 @@ public class FuzzyNameMapper implements SchemaMapper {
     }
 
     private Map<String, Set<SchemaElement>> getResultSet(QueryContext queryContext, List<Term> terms,
-                                                         List<SchemaElement> domains) {
+            List<SchemaElement> Models) {
 
         String queryText = queryContext.getRequest().getQueryText();
 
@@ -61,12 +65,12 @@ public class FuzzyNameMapper implements SchemaMapper {
 
         Double metricDimensionThresholdConfig = getThreshold(queryContext, mapperHelper);
 
-        Map<String, Set<SchemaElement>> nameToItems = getNameToItems(domains);
+        Map<String, Set<SchemaElement>> nameToItems = getNameToItems(Models);
 
         Map<Integer, Integer> regOffsetToLength = terms.stream().sorted(Comparator.comparing(Term::length))
                 .collect(Collectors.toMap(Term::getOffset, term -> term.word.length(), (value1, value2) -> value2));
 
-        Map<String, Set<SchemaElement>> domainResultSet = new HashMap<>();
+        Map<String, Set<SchemaElement>> ModelResultSet = new HashMap<>();
         for (Integer startIndex = 0; startIndex <= queryText.length() - 1; ) {
             for (Integer endIndex = startIndex; endIndex <= queryText.length(); ) {
                 endIndex = mapperHelper.getStepIndex(regOffsetToLength, endIndex);
@@ -82,7 +86,7 @@ public class FuzzyNameMapper implements SchemaMapper {
                             || mapperHelper.getSimilarity(detectSegment, name) < metricDimensionThresholdConfig) {
                         continue;
                     }
-                    Set<SchemaElement> preSchemaElements = domainResultSet.putIfAbsent(detectSegment,
+                    Set<SchemaElement> preSchemaElements = ModelResultSet.putIfAbsent(detectSegment,
                             schemaElements);
                     if (Objects.nonNull(preSchemaElements)) {
                         preSchemaElements.addAll(schemaElements);
@@ -91,7 +95,7 @@ public class FuzzyNameMapper implements SchemaMapper {
             }
             startIndex = mapperHelper.getStepIndex(regOffsetToLength, startIndex);
         }
-        return domainResultSet;
+        return ModelResultSet;
     }
 
     private Double getThreshold(QueryContext queryContext, MapperHelper mapperHelper) {
@@ -99,9 +103,9 @@ public class FuzzyNameMapper implements SchemaMapper {
         Double metricDimensionThresholdConfig = mapperHelper.getMetricDimensionThresholdConfig();
         Double metricDimensionMinThresholdConfig = mapperHelper.getMetricDimensionMinThresholdConfig();
 
-        Map<Long, List<SchemaElementMatch>> domainElementMatches = queryContext.getMapInfo()
-                .getDomainElementMatches();
-        boolean existElement = domainElementMatches.entrySet().stream()
+        Map<Long, List<SchemaElementMatch>> ModelElementMatches = queryContext.getMapInfo()
+                .getModelElementMatches();
+        boolean existElement = ModelElementMatches.entrySet().stream()
                 .anyMatch(entry -> entry.getValue().size() >= 1);
 
         if (!existElement) {
@@ -109,14 +113,14 @@ public class FuzzyNameMapper implements SchemaMapper {
 
             metricDimensionThresholdConfig = halfThreshold >= metricDimensionMinThresholdConfig ? halfThreshold
                     : metricDimensionMinThresholdConfig;
-            log.info("domainElementMatches:{} , not exist Element metricDimensionThresholdConfig reduce by half:{}",
-                    domainElementMatches, metricDimensionThresholdConfig);
+            log.info("ModelElementMatches:{} , not exist Element metricDimensionThresholdConfig reduce by half:{}",
+                    ModelElementMatches, metricDimensionThresholdConfig);
         }
         return metricDimensionThresholdConfig;
     }
 
-    private Map<String, Set<SchemaElement>> getNameToItems(List<SchemaElement> domains) {
-        return domains.stream().collect(
+    private Map<String, Set<SchemaElement>> getNameToItems(List<SchemaElement> Models) {
+        return Models.stream().collect(
                 Collectors.toMap(SchemaElement::getName, a -> {
                     Set<SchemaElement> result = new HashSet<>();
                     result.add(a);
@@ -139,10 +143,10 @@ public class FuzzyNameMapper implements SchemaMapper {
             Set<SchemaElement> schemaElements = entry.getValue();
             for (SchemaElement schemaElement : schemaElements) {
 
-                List<SchemaElementMatch> elements = schemaMap.getMatchedElements(schemaElement.getDomain());
+                List<SchemaElementMatch> elements = schemaMap.getMatchedElements(schemaElement.getModel());
                 if (CollectionUtils.isEmpty(elements)) {
                     elements = new ArrayList<>();
-                    schemaMap.setMatchedElements(schemaElement.getDomain(), elements);
+                    schemaMap.setMatchedElements(schemaElement.getModel(), elements);
                 }
                 Set<Long> regElementSet = elements.stream()
                         .filter(elementMatch -> schemaElementType.equals(elementMatch.getElement().getType()))

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/HanlpDictMapper.java

@@ -2,13 +2,18 @@ package com.tencent.supersonic.chat.mapper;
 
 import com.hankcs.hanlp.seg.common.Term;
 import com.tencent.supersonic.chat.api.component.SchemaMapper;
-import com.tencent.supersonic.chat.api.pojo.*;
+import com.tencent.supersonic.chat.api.pojo.ModelSchema;
+import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
 import com.tencent.supersonic.chat.service.SemanticService;
 import com.tencent.supersonic.chat.utils.NatureHelper;
-import com.tencent.supersonic.knowledge.dictionary.builder.BaseWordBuilder;
-import com.tencent.supersonic.knowledge.dictionary.MapResult;
-import com.tencent.supersonic.knowledge.dictionary.DictWordType;
 import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.knowledge.dictionary.DictWordType;
+import com.tencent.supersonic.knowledge.dictionary.MapResult;
+import com.tencent.supersonic.knowledge.dictionary.builder.BaseWordBuilder;
 import com.tencent.supersonic.knowledge.dictionary.builder.WordBuilderFactory;
 import com.tencent.supersonic.knowledge.utils.HanlpHelper;
 import java.util.ArrayList;
@@ -32,10 +37,10 @@ public class HanlpDictMapper implements SchemaMapper {
         for (Term term : terms) {
             log.info("word:{},nature:{},frequency:{}", term.word, term.nature.toString(), term.getFrequency());
         }
-        Long domainId = queryContext.getRequest().getDomainId();
+        Long modelId = queryContext.getRequest().getModelId();
 
         QueryMatchStrategy matchStrategy = ContextUtils.getBean(QueryMatchStrategy.class);
-        Map<MatchText, List<MapResult>> matchResult = matchStrategy.match(queryText, terms, domainId);
+        Map<MatchText, List<MapResult>> matchResult = matchStrategy.match(queryText, terms, modelId);
 
         List<MapResult> matches = getMatches(matchResult);
 
@@ -57,8 +62,8 @@ public class HanlpDictMapper implements SchemaMapper {
 
         for (MapResult mapResult : mapResults) {
             for (String nature : mapResult.getNatures()) {
-                Long domainId = NatureHelper.getDomainId(nature);
-                if (Objects.isNull(domainId)) {
+                Long modelId = NatureHelper.getModelId(nature);
+                if (Objects.isNull(modelId)) {
                     continue;
                 }
                 SchemaElementType elementType = NatureHelper.convertToElementType(nature);
@@ -67,14 +72,14 @@ public class HanlpDictMapper implements SchemaMapper {
                 }
 
                 SemanticService schemaService = ContextUtils.getBean(SemanticService.class);
-                DomainSchema domainSchema = schemaService.getDomainSchema(domainId);
+                ModelSchema modelSchema = schemaService.getModelSchema(modelId);
 
                 BaseWordBuilder baseWordBuilder = WordBuilderFactory.get(DictWordType.getNatureType(nature));
                 Long elementID = baseWordBuilder.getElementID(nature);
                 Long frequency = wordNatureToFrequency.get(mapResult.getName() + nature);
 
-                SchemaElement element = domainSchema.getElement(elementType, elementID);
-                if(Objects.isNull(element)){
+                SchemaElement element = modelSchema.getElement(elementType, elementID);
+                if (Objects.isNull(element)) {
                     log.info("element is null, elementType:{},elementID:{}", elementType, elementID);
                     continue;
                 }
@@ -89,11 +94,11 @@ public class HanlpDictMapper implements SchemaMapper {
                         .detectWord(mapResult.getDetectWord())
                         .build();
 
-                Map<Long, List<SchemaElementMatch>> domainElementMatches = schemaMap.getDomainElementMatches();
-                List<SchemaElementMatch> schemaElementMatches = domainElementMatches.putIfAbsent(domainId,
+                Map<Long, List<SchemaElementMatch>> modelElementMatches = schemaMap.getModelElementMatches();
+                List<SchemaElementMatch> schemaElementMatches = modelElementMatches.putIfAbsent(modelId,
                         new ArrayList<>());
                 if (schemaElementMatches == null) {
-                    schemaElementMatches = domainElementMatches.get(domainId);
+                    schemaElementMatches = modelElementMatches.get(modelId);
                 }
                 schemaElementMatches.add(schemaElementMatch);
             }

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/MapperHelper.java

@@ -83,4 +83,6 @@ public class MapperHelper {
         return 1 - (double) EditDistance.compute(detectSegmentLower, matchNameLower) / Math.max(matchName.length(),
                 detectSegment.length());
     }
+
+
 }

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/MatchStrategy.java

@@ -2,7 +2,6 @@ package com.tencent.supersonic.chat.mapper;
 
 import com.hankcs.hanlp.seg.common.Term;
 import com.tencent.supersonic.knowledge.dictionary.MapResult;
-
 import java.util.List;
 import java.util.Map;
 
@@ -11,6 +10,6 @@ import java.util.Map;
  */
 public interface MatchStrategy {
 
-    Map<MatchText, List<MapResult>> match(String text, List<Term> terms, Long detectDomainId);
+    Map<MatchText, List<MapResult>> match(String text, List<Term> terms, Long detectModelId);
 
 }

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/ModelInfoStat.java

@@ -0,0 +1,21 @@
+package com.tencent.supersonic.chat.mapper;
+
+import java.io.Serializable;
+import lombok.Builder;
+import lombok.Data;
+import lombok.ToString;
+
+@Data
+@ToString
+@Builder
+public class ModelInfoStat implements Serializable {
+
+    private long modelCount;
+
+    private long metricModelCount;
+
+    private long dimensionModelCount;
+
+    private long dimensionValueModelCount;
+
+}

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/ModelWithSemanticType.java

@@ -7,13 +7,13 @@ import lombok.ToString;
 
 @Data
 @ToString
-public class DomainWithSemanticType implements Serializable {
+public class ModelWithSemanticType implements Serializable {
 
-    private Long domain;
+    private Long model;
     private SchemaElementType semanticType;
 
-    public DomainWithSemanticType(Long domain, SchemaElementType semanticType) {
-        this.domain = domain;
+    public ModelWithSemanticType(Long model, SchemaElementType semanticType) {
+        this.model = model;
         this.semanticType = semanticType;
     }
 }

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/QueryFilterMapper.java

@@ -2,15 +2,20 @@ package com.tencent.supersonic.chat.mapper;
 
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.chat.api.component.SchemaMapper;
-import com.tencent.supersonic.chat.api.pojo.*;
+import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilters;
 import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.util.CollectionUtils;
+import com.tencent.supersonic.common.pojo.Constants;
 import java.util.List;
 import java.util.Map;
 import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.util.CollectionUtils;
 
 @Slf4j
 public class QueryFilterMapper implements SchemaMapper {
@@ -21,35 +26,35 @@ public class QueryFilterMapper implements SchemaMapper {
     @Override
     public void map(QueryContext queryContext) {
         QueryReq queryReq = queryContext.getRequest();
-        Long domainId = queryReq.getDomainId();
-        if (domainId == null || domainId <= 0) {
+        Long modelId = queryReq.getModelId();
+        if (modelId == null || modelId <= 0) {
             return;
         }
         SchemaMapInfo schemaMapInfo = queryContext.getMapInfo();
-        clearOtherSchemaElementMatch(domainId, schemaMapInfo);
-        List<SchemaElementMatch> schemaElementMatches = schemaMapInfo.getMatchedElements(domainId);
+        clearOtherSchemaElementMatch(modelId, schemaMapInfo);
+        List<SchemaElementMatch> schemaElementMatches = schemaMapInfo.getMatchedElements(modelId);
         if (schemaElementMatches == null) {
             schemaElementMatches = Lists.newArrayList();
-            schemaMapInfo.setMatchedElements(domainId, schemaElementMatches);
+            schemaMapInfo.setMatchedElements(modelId, schemaElementMatches);
         }
         addValueSchemaElementMatch(schemaElementMatches, queryReq.getQueryFilters());
     }
 
-    private void clearOtherSchemaElementMatch(Long domainId, SchemaMapInfo schemaMapInfo) {
-        for (Map.Entry<Long, List<SchemaElementMatch>> entry : schemaMapInfo.getDomainElementMatches().entrySet()) {
-            if (!entry.getKey().equals(domainId)) {
+    private void clearOtherSchemaElementMatch(Long modelId, SchemaMapInfo schemaMapInfo) {
+        for (Map.Entry<Long, List<SchemaElementMatch>> entry : schemaMapInfo.getModelElementMatches().entrySet()) {
+            if (!entry.getKey().equals(modelId)) {
                 entry.getValue().clear();
             }
         }
     }
 
     private List<SchemaElementMatch> addValueSchemaElementMatch(List<SchemaElementMatch> candidateElementMatches,
-                                                           QueryFilters queryFilter) {
+            QueryFilters queryFilter) {
         if (queryFilter == null || CollectionUtils.isEmpty(queryFilter.getFilters())) {
             return candidateElementMatches;
         }
         for (QueryFilter filter : queryFilter.getFilters()) {
-           if (checkExistSameValueSchemaElementMatch(filter, candidateElementMatches)) {
+            if (checkExistSameValueSchemaElementMatch(filter, candidateElementMatches)) {
                 continue;
             }
             SchemaElement element = SchemaElement.builder()
@@ -63,7 +68,7 @@ public class QueryFilterMapper implements SchemaMapper {
                     .frequency(FREQUENCY)
                     .word(String.valueOf(filter.getValue()))
                     .similarity(SIMILARITY)
-                    .detectWord(filter.getName())
+                    .detectWord(Constants.EMPTY)
                     .build();
             candidateElementMatches.add(schemaElementMatch);
         }
@@ -71,13 +76,13 @@ public class QueryFilterMapper implements SchemaMapper {
     }
 
     private boolean checkExistSameValueSchemaElementMatch(QueryFilter queryFilter,
-                                                          List<SchemaElementMatch> schemaElementMatches) {
+            List<SchemaElementMatch> schemaElementMatches) {
         List<SchemaElementMatch> valueSchemaElements = schemaElementMatches.stream().filter(schemaElementMatch ->
                         SchemaElementType.VALUE.equals(schemaElementMatch.getElement().getType()))
                 .collect(Collectors.toList());
         for (SchemaElementMatch schemaElementMatch : valueSchemaElements) {
             if (schemaElementMatch.getElement().getId().equals(queryFilter.getElementID())
-            && schemaElementMatch.getWord().equals(String.valueOf(queryFilter.getValue()))) {
+                    && schemaElementMatch.getWord().equals(String.valueOf(queryFilter.getValue()))) {
                 return true;
             }
         }

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/QueryMatchStrategy.java

@@ -1,10 +1,10 @@
 package com.tencent.supersonic.chat.mapper;
 
 import com.hankcs.hanlp.seg.common.Term;
-import com.tencent.supersonic.knowledge.dictionary.MapResult;
+import com.tencent.supersonic.common.pojo.Constants;
 import com.tencent.supersonic.knowledge.dictionary.DictWordType;
+import com.tencent.supersonic.knowledge.dictionary.MapResult;
 import com.tencent.supersonic.knowledge.service.SearchService;
-
 import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.HashMap;
@@ -32,7 +32,7 @@ public class QueryMatchStrategy implements MatchStrategy {
     private MapperHelper mapperHelper;
 
     @Override
-    public Map<MatchText, List<MapResult>> match(String text, List<Term> terms, Long detectDomainId) {
+    public Map<MatchText, List<MapResult>> match(String text, List<Term> terms, Long detectmodelId) {
         if (Objects.isNull(terms) || StringUtils.isEmpty(text)) {
             return null;
         }
@@ -43,10 +43,10 @@ public class QueryMatchStrategy implements MatchStrategy {
         List<Integer> offsetList = terms.stream().sorted(Comparator.comparing(Term::getOffset))
                 .map(term -> term.getOffset()).collect(Collectors.toList());
 
-        log.debug("retryCount:{},terms:{},regOffsetToLength:{},offsetList:{},detectDomainId:{}", terms,
-                regOffsetToLength, offsetList, detectDomainId);
+        log.debug("retryCount:{},terms:{},regOffsetToLength:{},offsetList:{},detectmodelId:{}", terms,
+                regOffsetToLength, offsetList, detectmodelId);
 
-        List<MapResult> detects = detect(text, regOffsetToLength, offsetList, detectDomainId);
+        List<MapResult> detects = detect(text, regOffsetToLength, offsetList, detectmodelId);
         Map<MatchText, List<MapResult>> result = new HashMap<>();
 
         MatchText matchText = MatchText.builder()
@@ -58,7 +58,7 @@ public class QueryMatchStrategy implements MatchStrategy {
     }
 
     private List<MapResult> detect(String text, Map<Integer, Integer> regOffsetToLength, List<Integer> offsetList,
-            Long detectDomainId) {
+            Long detectmodelId) {
         List<MapResult> results = Lists.newArrayList();
 
         for (Integer index = 0; index <= text.length() - 1; ) {
@@ -69,18 +69,44 @@ public class QueryMatchStrategy implements MatchStrategy {
                 int offset = mapperHelper.getStepOffset(offsetList, index);
                 i = mapperHelper.getStepIndex(regOffsetToLength, i);
                 if (i <= text.length()) {
-                    List<MapResult> mapResults = detectByStep(text, detectDomainId, index, i, offset);
-                    mapResultRowSet.addAll(mapResults);
+                    List<MapResult> mapResults = detectByStep(text, detectmodelId, index, i, offset);
+                    selectMapResultInOneRound(mapResultRowSet, mapResults);
                 }
             }
-
             index = mapperHelper.getStepIndex(regOffsetToLength, index);
             results.addAll(mapResultRowSet);
         }
         return results;
     }
 
-    private List<MapResult> detectByStep(String text, Long detectDomainId, Integer index, Integer i, int offset) {
+    private void selectMapResultInOneRound(Set<MapResult> mapResultRowSet, List<MapResult> mapResults) {
+        for (MapResult mapResult : mapResults) {
+            if (mapResultRowSet.contains(mapResult)) {
+                boolean isDeleted = mapResultRowSet.removeIf(
+                        entry -> {
+                            boolean deleted = getMapKey(mapResult).equals(getMapKey(entry))
+                                    && entry.getDetectWord().length() < mapResult.getDetectWord().length();
+                            if (deleted) {
+                                log.info("deleted entry:{}", entry);
+                            }
+                            return deleted;
+                        }
+                );
+                if (isDeleted) {
+                    log.info("deleted, add mapResult:{}", mapResult);
+                    mapResultRowSet.add(mapResult);
+                }
+            } else {
+                mapResultRowSet.add(mapResult);
+            }
+        }
+    }
+
+    private String getMapKey(MapResult a) {
+        return a.getName() + Constants.UNDERLINE + String.join(Constants.UNDERLINE, a.getNatures());
+    }
+
+    private List<MapResult> detectByStep(String text, Long detectmodelId, Integer index, Integer i, int offset) {
         String detectSegment = text.substring(index, i);
         Integer oneDetectionSize = mapperHelper.getOneDetectionSize();
         // step1. pre search
@@ -100,17 +126,17 @@ public class QueryMatchStrategy implements MatchStrategy {
         mapResults = mapResults.stream().sorted((a, b) -> -(b.getName().length() - a.getName().length()))
                 .collect(Collectors.toCollection(LinkedHashSet::new));
         // step4. filter by classId
-        if (Objects.nonNull(detectDomainId) && detectDomainId > 0) {
-            log.debug("detectDomainId:{}, before parseResults:{}", mapResults);
+        if (Objects.nonNull(detectmodelId) && detectmodelId > 0) {
+            log.debug("detectmodelId:{}, before parseResults:{}", mapResults);
             mapResults = mapResults.stream().map(entry -> {
                 List<String> natures = entry.getNatures().stream().filter(
-                        nature -> nature.startsWith(DictWordType.NATURE_SPILT + detectDomainId) || (nature.startsWith(
+                        nature -> nature.startsWith(DictWordType.NATURE_SPILT + detectmodelId) || (nature.startsWith(
                                 DictWordType.NATURE_SPILT))
                 ).collect(Collectors.toList());
                 entry.setNatures(natures);
                 return entry;
             }).collect(Collectors.toCollection(LinkedHashSet::new));
-            log.info("after domainId parseResults:{}", mapResults);
+            log.info("after modelId parseResults:{}", mapResults);
         }
         // step5. filter by similarity
         mapResults = mapResults.stream()

chat/core/src/main/java/com/tencent/supersonic/chat/mapper/SearchMatchStrategy.java

@@ -2,10 +2,9 @@ package com.tencent.supersonic.chat.mapper;
 
 import com.google.common.collect.Lists;
 import com.hankcs.hanlp.seg.common.Term;
-import com.tencent.supersonic.knowledge.dictionary.MapResult;
 import com.tencent.supersonic.knowledge.dictionary.DictWordType;
+import com.tencent.supersonic.knowledge.dictionary.MapResult;
 import com.tencent.supersonic.knowledge.service.SearchService;
-
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
@@ -25,7 +24,7 @@ public class SearchMatchStrategy implements MatchStrategy {
 
     @Override
     public Map<MatchText, List<MapResult>> match(String text, List<Term> originals,
-            Long detectDomainId) {
+            Long detectModelId) {
 
         Map<Integer, Integer> regOffsetToLength = originals.stream()
                 .filter(entry -> !entry.nature.toString().startsWith(DictWordType.NATURE_SPILT))
@@ -60,10 +59,10 @@ public class SearchMatchStrategy implements MatchStrategy {
                             List<String> natures = entry.getNatures().stream()
                                     .filter(nature -> !nature.endsWith(DictWordType.ENTITY.getType()))
                                     .filter(nature -> {
-                                                if (Objects.isNull(detectDomainId) || detectDomainId <= 0) {
+                                                if (Objects.isNull(detectModelId) || detectModelId <= 0) {
                                                     return true;
                                                 }
-                                                if (nature.startsWith(DictWordType.NATURE_SPILT + detectDomainId)
+                                                if (nature.startsWith(DictWordType.NATURE_SPILT + detectModelId)
                                                         && nature.startsWith(DictWordType.NATURE_SPILT)) {
                                                     return true;
                                                 }

chat/core/src/main/java/com/tencent/supersonic/chat/parser/SatisfactionChecker.java

@@ -2,22 +2,9 @@ package com.tencent.supersonic.chat.parser;
 
 
 import com.tencent.supersonic.chat.api.component.SemanticQuery;
-import com.tencent.supersonic.chat.api.pojo.*;
-import com.tencent.supersonic.chat.plugin.PluginParseResult;
-import com.tencent.supersonic.chat.query.plugin.PluginSemanticQuery;
-import com.tencent.supersonic.chat.query.rule.RuleSemanticQuery;
-import com.tencent.supersonic.common.pojo.Constants;
-import com.tencent.supersonic.common.pojo.DateConf;
-import com.tencent.supersonic.common.util.JsonUtil;
+import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
 import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.compress.utils.Lists;
-import org.apache.commons.lang3.StringUtils;
-import org.springframework.util.CollectionUtils;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Optional;
-import java.util.stream.Collectors;
 
 /**
  * This checker can be used by semantic parsers to check if query intent
@@ -30,86 +17,20 @@ public class SatisfactionChecker {
     private static final double LONG_TEXT_THRESHOLD = 0.8;
     private static final double SHORT_TEXT_THRESHOLD = 0.5;
     private static final int QUERY_TEXT_LENGTH_THRESHOLD = 10;
-    public static final double EMBEDDING_THRESHOLD = 0.2;
 
     // check all the parse info in candidate
-    public static boolean check(QueryContext queryCtx) {
-        for (SemanticQuery query : queryCtx.getCandidateQueries()) {
-            if (query instanceof RuleSemanticQuery) {
-                if (checkRuleThreshHold(queryCtx.getRequest().getQueryText(), query.getParseInfo())) {
-                    return true;
-                }
-            } else if (query instanceof PluginSemanticQuery) {
-                if (checkEmbeddingThreshold(query.getParseInfo())) {
-                    log.info("query mode :{} satisfy check", query.getQueryMode());
-                    return true;
-                }
+    public static boolean check(QueryContext queryContext) {
+        for (SemanticQuery query : queryContext.getCandidateQueries()) {
+            if (checkThreshold(queryContext.getRequest().getQueryText(), query.getParseInfo())) {
+                return true;
             }
         }
         return false;
     }
 
-    private static boolean checkEmbeddingThreshold(SemanticParseInfo semanticParseInfo) {
-        Object object = semanticParseInfo.getProperties().get(Constants.CONTEXT);
-        PluginParseResult pluginParseResult = JsonUtil.toObject(JsonUtil.toString(object), PluginParseResult.class);
-        return EMBEDDING_THRESHOLD > pluginParseResult.getDistance();
-    }
-
-    //check single parse info
-    private static boolean checkRuleThreshHold(String text, SemanticParseInfo semanticParseInfo) {
-        List<SchemaElementMatch> schemaElementMatches = semanticParseInfo.getElementMatches();
-        if (CollectionUtils.isEmpty(schemaElementMatches)) {
-            return false;
-        }
-        List<String> detectWords = Lists.newArrayList();
-        Map<Long, String> detectWordMap = schemaElementMatches.stream()
-                .collect(Collectors.toMap(m -> m.getElement().getId(), SchemaElementMatch::getDetectWord,
-                        (id1, id2) -> id1));
-        // get detect word in text by element id in semantic layer
-        Long domainId = semanticParseInfo.getDomainId();
-        if (domainId != null && domainId > 0) {
-            for (SchemaElementMatch schemaElementMatch : schemaElementMatches) {
-                if (SchemaElementType.DOMAIN.equals(schemaElementMatch.getElement().getType())) {
-                    detectWords.add(schemaElementMatch.getDetectWord());
-                }
-            }
-        }
-        for (SchemaElementMatch schemaElementMatch : schemaElementMatches) {
-            if (SchemaElementType.VALUE.equals(schemaElementMatch.getElement().getType())) {
-                detectWords.add(schemaElementMatch.getDetectWord());
-            }
-        }
-        for (SchemaElementMatch schemaElementMatch : schemaElementMatches) {
-            if (SchemaElementType.ID.equals(schemaElementMatch.getElement().getType())) {
-                detectWords.add(schemaElementMatch.getDetectWord());
-            }
-        }
-        for (SchemaElement schemaItem : semanticParseInfo.getMetrics()) {
-            detectWords.add(
-                    detectWordMap.getOrDefault(Optional.ofNullable(schemaItem.getId()).orElse(0L), ""));
-            // only first metric
-            break;
-        }
-        for (SchemaElement schemaItem : semanticParseInfo.getDimensions()) {
-            detectWords.add(
-                    detectWordMap.getOrDefault(Optional.ofNullable(schemaItem.getId()).orElse(0L), ""));
-            // only first dimension
-            break;
-        }
-        String dateText = Optional.ofNullable(semanticParseInfo.getDateInfo()).orElse(new DateConf()).getText();
-        if (StringUtils.isNotBlank(dateText) && !dateText.equalsIgnoreCase(Constants.NULL)) {
-            detectWords.add(dateText);
-        }
-        detectWords.removeIf(word -> !text.contains(word) && !text.contains(StringUtils.reverse(word)));
-        //compare the length between detect words and query text
-        return checkThreshold(text, detectWords, semanticParseInfo);
-    }
-
-    private static boolean checkThreshold(String queryText, List<String> detectWords, SemanticParseInfo semanticParseInfo) {
-        String detectWordsDistinct = StringUtils.join(new HashSet<>(detectWords), "");
-        int detectWordsLength = detectWordsDistinct.length();
+    private static boolean checkThreshold(String queryText, SemanticParseInfo semanticParseInfo) {
         int queryTextLength = queryText.length();
-        double degree = detectWordsLength * 1.0 / queryTextLength;
+        double degree = semanticParseInfo.getScore() / queryTextLength;
         if (queryTextLength > QUERY_TEXT_LENGTH_THRESHOLD) {
             if (degree < LONG_TEXT_THRESHOLD) {
                 return false;
@@ -117,8 +38,8 @@ public class SatisfactionChecker {
         } else if (degree < SHORT_TEXT_THRESHOLD) {
             return false;
         }
-        log.info("queryMode:{}, degree:{}, detectWords:{}, parse info:{}",
-                semanticParseInfo.getQueryMode(), degree, detectWordsDistinct, semanticParseInfo);
+        log.info("queryMode:{}, degree:{}, parse info:{}",
+                semanticParseInfo.getQueryMode(), degree, semanticParseInfo);
         return true;
     }
 

chat/core/src/main/java/com/tencent/supersonic/chat/parser/embedding/EmbeddingBasedParser.java

@@ -1,13 +1,18 @@
 package com.tencent.supersonic.chat.parser.embedding;
 
 import com.google.common.collect.Lists;
-import com.google.common.collect.Sets;
 import com.tencent.supersonic.chat.api.component.SemanticParser;
-import com.tencent.supersonic.chat.api.pojo.*;
+import com.tencent.supersonic.chat.api.pojo.ChatContext;
+import com.tencent.supersonic.chat.api.pojo.ModelSchema;
+import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
-import com.tencent.supersonic.chat.api.pojo.request.QueryFilters;
 import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
-import com.tencent.supersonic.chat.parser.SatisfactionChecker;
+import com.tencent.supersonic.chat.parser.ParseMode;
 import com.tencent.supersonic.chat.plugin.Plugin;
 import com.tencent.supersonic.chat.plugin.PluginManager;
 import com.tencent.supersonic.chat.plugin.PluginParseResult;
@@ -17,18 +22,20 @@ import com.tencent.supersonic.chat.service.PluginService;
 import com.tencent.supersonic.chat.service.SemanticService;
 import com.tencent.supersonic.common.pojo.Constants;
 import com.tencent.supersonic.common.util.ContextUtils;
-import java.util.*;
-import java.util.stream.Collectors;
 import com.tencent.supersonic.semantic.api.query.enums.FilterOperatorEnum;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.tuple.Pair;
 import org.springframework.util.CollectionUtils;
 
 @Slf4j
 public class EmbeddingBasedParser implements SemanticParser {
 
-    private final static double THRESHOLD = 0.2d;
-
     @Override
     public void parse(QueryContext queryContext, ChatContext chatContext) {
         EmbeddingConfig embeddingConfig = ContextUtils.getBean(EmbeddingConfig.class);
@@ -36,109 +43,15 @@ public class EmbeddingBasedParser implements SemanticParser {
             return;
         }
         log.info("EmbeddingBasedParser parser query ctx: {}, chat ctx: {}", queryContext, chatContext);
-        Set<Long> domainIds = getDomainMatched(queryContext);
         String text = queryContext.getRequest().getQueryText();
-        if (!CollectionUtils.isEmpty(domainIds)) {
-            for (Long domainId : domainIds) {
-                List<SchemaElementMatch> schemaElementMatches = getMatchedElements(queryContext, domainId);
-                String textReplaced = replaceText(text, schemaElementMatches);
-                List<RecallRetrieval> embeddingRetrievals = recallResult(textReplaced, hasCandidateQuery(queryContext));
-                Optional<Plugin> pluginOptional = choosePlugin(embeddingRetrievals, domainId);
-                log.info("domain id :{} embedding result, text:{} embeddingResp:{} ",domainId, textReplaced, embeddingRetrievals);
-                pluginOptional.ifPresent(plugin -> buildQuery(plugin, embeddingRetrievals, domainId, textReplaced, queryContext, schemaElementMatches));
-            }
-        } else {
-            List<RecallRetrieval> embeddingRetrievals = recallResult(text, hasCandidateQuery(queryContext));
-            Optional<Plugin> pluginOptional = choosePlugin(embeddingRetrievals, null);
-            pluginOptional.ifPresent(plugin -> buildQuery(plugin, embeddingRetrievals, null, text, queryContext, Lists.newArrayList()));
-        }
+        List<RecallRetrieval> embeddingRetrievals = recallResult(text);
+        choosePlugin(embeddingRetrievals, queryContext);
     }
 
-    private void buildQuery(Plugin plugin, List<RecallRetrieval> embeddingRetrievals,
-                            Long domainId, String text,
-                            QueryContext queryContext, List<SchemaElementMatch> schemaElementMatches) {
-        Map<String, RecallRetrieval> embeddingRetrievalMap = embeddingRetrievals.stream()
-                .collect(Collectors.toMap(RecallRetrieval::getId, e -> e, (value1, value2) -> value1));
-        log.info("EmbeddingBasedParser text: {} domain: {} choose plugin: [{} {}]",
-                text, domainId, plugin.getId(), plugin.getName());
-        PluginSemanticQuery pluginQuery = QueryManager.createPluginQuery(plugin.getType());
-        SemanticParseInfo semanticParseInfo = buildSemanticParseInfo(domainId, plugin, text,
-                queryContext.getRequest(), embeddingRetrievalMap, schemaElementMatches);
-        semanticParseInfo.setQueryMode(pluginQuery.getQueryMode());
-        pluginQuery.setParseInfo(semanticParseInfo);
-        queryContext.getCandidateQueries().add(pluginQuery);
-    }
-
-    private Set<Long> getDomainMatched(QueryContext queryContext) {
-        Long queryDomainId = queryContext.getRequest().getDomainId();
-        if (queryDomainId != null && queryDomainId > 0) {
-            return Sets.newHashSet(queryDomainId);
-        }
-        return queryContext.getMapInfo().getMatchedDomains();
-    }
-
-    private SemanticParseInfo buildSemanticParseInfo(Long domainId, Plugin plugin, String text, QueryReq queryReq,
-                                                     Map<String, RecallRetrieval> embeddingRetrievalMap,
-                                                     List<SchemaElementMatch> schemaElementMatches) {
-        SchemaElement schemaElement = new SchemaElement();
-        schemaElement.setDomain(domainId);
-        schemaElement.setId(domainId);
-        SemanticParseInfo semanticParseInfo = new SemanticParseInfo();
-        semanticParseInfo.setElementMatches(schemaElementMatches);
-        semanticParseInfo.setDomain(schemaElement);
-        double distance = Double.parseDouble(embeddingRetrievalMap.get(plugin.getId().toString()).getDistance());
-        double score = text.length() * (1 - distance);
-        Map<String, Object> properties = new HashMap<>();
-        PluginParseResult pluginParseResult = new PluginParseResult();
-        pluginParseResult.setPlugin(plugin);
-        pluginParseResult.setRequest(queryReq);
-        pluginParseResult.setDistance(distance);
-        properties.put(Constants.CONTEXT, pluginParseResult);
-        semanticParseInfo.setProperties(properties);
-        semanticParseInfo.setScore(score);
-        fillSemanticParseInfo(semanticParseInfo);
-        setEntity(domainId, semanticParseInfo);
-        return semanticParseInfo;
-    }
-
-    private List<SchemaElementMatch> getMatchedElements(QueryContext queryContext, Long domainId) {
-        SchemaMapInfo schemaMapInfo = queryContext.getMapInfo();
-        List<SchemaElementMatch> schemaElementMatches = schemaMapInfo.getMatchedElements(domainId);
-        if (schemaElementMatches == null) {
-            return Lists.newArrayList();
-        }
-        QueryReq queryReq = queryContext.getRequest();
-        QueryFilters queryFilters = queryReq.getQueryFilters();
-        if (queryFilters == null || CollectionUtils.isEmpty(queryFilters.getFilters())) {
-            return schemaElementMatches;
-        }
-        Map<Long, Object> element = queryFilters.getFilters().stream()
-                .collect(Collectors.toMap(QueryFilter::getElementID, QueryFilter::getValue, (v1, v2) -> v1));
-        return schemaElementMatches.stream().filter(schemaElementMatch ->
-                        SchemaElementType.VALUE.equals(schemaElementMatch.getElement().getType())
-                || SchemaElementType.ID.equals(schemaElementMatch.getElement().getType())
-                || SchemaElementType.ENTITY.equals(schemaElementMatch.getElement().getType()))
-                .filter(schemaElementMatch ->
-                !element.containsKey(schemaElementMatch.getElement().getId()) || (
-                        element.containsKey(schemaElementMatch.getElement().getId()) &&
-                                element.get(schemaElementMatch.getElement().getId()).toString()
-                                        .equalsIgnoreCase(schemaElementMatch.getWord())
-                        ))
-                .collect(Collectors.toList());
-    }
-
-    private void setEntity(Long domainId, SemanticParseInfo semanticParseInfo) {
-        SemanticService semanticService = ContextUtils.getBean(SemanticService.class);
-        DomainSchema domainSchema = semanticService.getDomainSchema(domainId);
-        if (domainSchema != null && domainSchema.getEntity() != null) {
-            semanticParseInfo.setEntity(domainSchema.getEntity());
-        }
-    }
-
-    private Optional<Plugin> choosePlugin(List<RecallRetrieval> embeddingRetrievals,
-                                          Long domainId) {
+    private void choosePlugin(List<RecallRetrieval> embeddingRetrievals,
+            QueryContext queryContext) {
         if (CollectionUtils.isEmpty(embeddingRetrievals)) {
-            return Optional.empty();
+            return;
         }
         PluginService pluginService = ContextUtils.getBean(PluginService.class);
         List<Plugin> plugins = pluginService.getPluginList();
@@ -148,27 +61,92 @@ public class EmbeddingBasedParser implements SemanticParser {
             if (plugin == null) {
                 continue;
             }
-            if (domainId == null) {
-                return Optional.of(plugin);
-            }
-            if (!CollectionUtils.isEmpty(plugin.getDomainList()) && plugin.getDomainList().contains(domainId)) {
-                return Optional.of(plugin);
+            Pair<Boolean, List<Long>> pair = PluginManager.resolve(plugin, queryContext);
+            log.info("embedding plugin resolve: {}", pair);
+            if (pair.getLeft()) {
+                List<Long> modelList = pair.getRight();
+                if (CollectionUtils.isEmpty(modelList)) {
+                    return;
+                }
+                modelList = distinctModelList(plugin, queryContext.getMapInfo(), modelList);
+                for (Long modelId : modelList) {
+                    buildQuery(plugin, Double.parseDouble(embeddingRetrieval.getDistance()), modelId, queryContext,
+                            queryContext.getMapInfo().getMatchedElements(modelId));
+                }
+                return;
             }
         }
-        return Optional.empty();
     }
 
-    public List<RecallRetrieval> recallResult(String embeddingText, boolean hasCandidateQuery) {
+    public List<Long> distinctModelList(Plugin plugin, SchemaMapInfo schemaMapInfo, List<Long> modelList) {
+        if (!plugin.isContainsAllModel()) {
+            return modelList;
+        }
+        boolean noElementMatch = true;
+        for (Long model : modelList) {
+            List<SchemaElementMatch> schemaElementMatches = schemaMapInfo.getMatchedElements(model);
+            if (!CollectionUtils.isEmpty(schemaElementMatches)) {
+                noElementMatch = false;
+            }
+        }
+        if (noElementMatch) {
+            return modelList.subList(0, 1);
+        }
+        return modelList;
+    }
+
+    private void buildQuery(Plugin plugin, double distance, Long modelId,
+            QueryContext queryContext, List<SchemaElementMatch> schemaElementMatches) {
+        log.info("EmbeddingBasedParser Model: {} choose plugin: [{} {}]", modelId, plugin.getId(), plugin.getName());
+        PluginSemanticQuery pluginQuery = QueryManager.createPluginQuery(plugin.getType());
+        plugin.setParseMode(ParseMode.EMBEDDING_RECALL);
+        SemanticParseInfo semanticParseInfo = buildSemanticParseInfo(modelId, plugin, queryContext.getRequest(),
+                schemaElementMatches, distance);
+        double score = queryContext.getRequest().getQueryText().length() * (1 - distance);
+        semanticParseInfo.setQueryMode(pluginQuery.getQueryMode());
+        semanticParseInfo.setScore(score);
+        pluginQuery.setParseInfo(semanticParseInfo);
+        queryContext.getCandidateQueries().add(pluginQuery);
+    }
+
+    private SemanticParseInfo buildSemanticParseInfo(Long modelId, Plugin plugin, QueryReq queryReq,
+            List<SchemaElementMatch> schemaElementMatches, double distance) {
+        if (modelId == null && !CollectionUtils.isEmpty(plugin.getModelList())) {
+            modelId = plugin.getModelList().get(0);
+        }
+        SchemaElement Model = new SchemaElement();
+        Model.setModel(modelId);
+        Model.setId(modelId);
+        SemanticParseInfo semanticParseInfo = new SemanticParseInfo();
+        semanticParseInfo.setElementMatches(schemaElementMatches);
+        semanticParseInfo.setModel(Model);
+        Map<String, Object> properties = new HashMap<>();
+        PluginParseResult pluginParseResult = new PluginParseResult();
+        pluginParseResult.setPlugin(plugin);
+        pluginParseResult.setRequest(queryReq);
+        pluginParseResult.setDistance(distance);
+        properties.put(Constants.CONTEXT, pluginParseResult);
+        semanticParseInfo.setProperties(properties);
+        semanticParseInfo.setScore(distance);
+        fillSemanticParseInfo(semanticParseInfo);
+        setEntity(modelId, semanticParseInfo);
+        return semanticParseInfo;
+    }
+
+    private void setEntity(Long modelId, SemanticParseInfo semanticParseInfo) {
+        SemanticService semanticService = ContextUtils.getBean(SemanticService.class);
+        ModelSchema ModelSchema = semanticService.getModelSchema(modelId);
+        if (ModelSchema != null && ModelSchema.getEntity() != null) {
+            semanticParseInfo.setEntity(ModelSchema.getEntity());
+        }
+    }
+
+    public List<RecallRetrieval> recallResult(String embeddingText) {
         try {
             PluginManager pluginManager = ContextUtils.getBean(PluginManager.class);
             EmbeddingResp embeddingResp = pluginManager.recognize(embeddingText);
             List<RecallRetrieval> embeddingRetrievals = embeddingResp.getRetrieval();
-            if(!CollectionUtils.isEmpty(embeddingRetrievals)){
-                if (hasCandidateQuery) {
-                    embeddingRetrievals = embeddingRetrievals.stream()
-                            .filter(llmRetrieval -> Double.parseDouble(llmRetrieval.getDistance())<THRESHOLD)
-                            .collect(Collectors.toList());
-                }
+            if (!CollectionUtils.isEmpty(embeddingRetrievals)) {
                 embeddingRetrievals = embeddingRetrievals.stream().sorted(Comparator.comparingDouble(o ->
                         Math.abs(Double.parseDouble(o.getDistance())))).collect(Collectors.toList());
                 embeddingResp.setRetrieval(embeddingRetrievals);
@@ -180,45 +158,22 @@ public class EmbeddingBasedParser implements SemanticParser {
         return Lists.newArrayList();
     }
 
-    private boolean hasCandidateQuery(QueryContext queryContext) {
-        return !CollectionUtils.isEmpty(queryContext.getCandidateQueries());
-    }
-
     private void fillSemanticParseInfo(SemanticParseInfo semanticParseInfo) {
         List<SchemaElementMatch> schemaElementMatches = semanticParseInfo.getElementMatches();
         if (!CollectionUtils.isEmpty(schemaElementMatches)) {
             schemaElementMatches.stream().filter(schemaElementMatch ->
-                    SchemaElementType.VALUE.equals(schemaElementMatch.getElement().getType())
-                            || SchemaElementType.ID.equals(schemaElementMatch.getElement().getType()))
+                            SchemaElementType.VALUE.equals(schemaElementMatch.getElement().getType())
+                                    || SchemaElementType.ID.equals(schemaElementMatch.getElement().getType()))
                     .forEach(schemaElementMatch -> {
-                       QueryFilter queryFilter = new QueryFilter();
-                       queryFilter.setValue(schemaElementMatch.getWord());
-                       queryFilter.setElementID(schemaElementMatch.getElement().getId());
-                       queryFilter.setName(schemaElementMatch.getElement().getName());
-                       queryFilter.setOperator(FilterOperatorEnum.EQUALS);
-                       queryFilter.setBizName(schemaElementMatch.getElement().getBizName());
-                       semanticParseInfo.getDimensionFilters().add(queryFilter);
+                        QueryFilter queryFilter = new QueryFilter();
+                        queryFilter.setValue(schemaElementMatch.getWord());
+                        queryFilter.setElementID(schemaElementMatch.getElement().getId());
+                        queryFilter.setName(schemaElementMatch.getElement().getName());
+                        queryFilter.setOperator(FilterOperatorEnum.EQUALS);
+                        queryFilter.setBizName(schemaElementMatch.getElement().getBizName());
+                        semanticParseInfo.getDimensionFilters().add(queryFilter);
                     });
         }
     }
 
-    protected String replaceText(String text, List<SchemaElementMatch> schemaElementMatches) {
-        if (CollectionUtils.isEmpty(schemaElementMatches)) {
-            return text;
-        }
-        List<SchemaElementMatch> valueSchemaElementMatches = schemaElementMatches.stream()
-                .filter(schemaElementMatch ->
-                        SchemaElementType.VALUE.equals(schemaElementMatch.getElement().getType())
-                || SchemaElementType.ID.equals(schemaElementMatch.getElement().getType()))
-                .collect(Collectors.toList());
-        for (SchemaElementMatch schemaElementMatch : valueSchemaElementMatches) {
-            String detectWord = schemaElementMatch.getDetectWord();
-            if (StringUtils.isBlank(detectWord)) {
-                continue;
-            }
-            text = text.replace(detectWord, "");
-        }
-        return text;
-    }
-
 }

chat/core/src/main/java/com/tencent/supersonic/chat/parser/embedding/EmbeddingEntityResolver.java

@@ -1,23 +1,26 @@
 package com.tencent.supersonic.chat.parser.embedding;
 
 import com.alibaba.fastjson.JSONObject;
-import com.tencent.supersonic.chat.api.pojo.*;
+import com.tencent.supersonic.chat.api.pojo.ChatContext;
+import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
+import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilters;
 import com.tencent.supersonic.chat.service.ConfigService;
+import java.util.List;
+import java.util.Objects;
+import java.util.Set;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.collections.CollectionUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.stereotype.Component;
 
-import java.util.List;
-import java.util.Objects;
-import java.util.Set;
-
 @Slf4j
 @Component("EmbeddingEntityResolver")
 public class EmbeddingEntityResolver {
-    
+
     private ConfigService configService;
 
     public EmbeddingEntityResolver(ConfigService configService) {
@@ -25,18 +28,19 @@ public class EmbeddingEntityResolver {
     }
 
 
-    private Long getEntityValue(Long domainId, Long entityElementId, QueryContext queryCtx, ChatContext chatCtx) {
+    private Long getEntityValue(Long modelId, Long entityElementId, QueryContext queryCtx, ChatContext chatCtx) {
         Long entityId = null;
         QueryFilters queryFilters = queryCtx.getRequest().getQueryFilters();
         if (queryFilters != null) {
             entityId = getEntityValueFromQueryFilter(queryFilters.getFilters());
             if (entityId != null) {
-                log.info("get entity id:{} domain id:{} from  query filter :{} ", entityId, domainId, queryFilters);
+                log.info("get entity id:{} model id:{} from  query filter :{} ", entityId, modelId, queryFilters);
                 return entityId;
             }
         }
-        entityId = getEntityValueFromSchemaMapInfo(domainId, queryCtx.getMapInfo(), entityElementId);
-        log.info("get entity id:{} from  schema map Info :{} ", entityId, JSONObject.toJSONString(queryCtx.getMapInfo()));
+        entityId = getEntityValueFromSchemaMapInfo(modelId, queryCtx.getMapInfo(), entityElementId);
+        log.info("get entity id:{} from  schema map Info :{} ", entityId,
+                JSONObject.toJSONString(queryCtx.getMapInfo()));
         if (entityId == null || entityId == 0) {
             Long entityIdFromChat = getEntityValueFromParseInfo(chatCtx.getParseInfo(), entityElementId);
             if (entityIdFromChat != null && entityIdFromChat > 0) {
@@ -75,8 +79,8 @@ public class EmbeddingEntityResolver {
     }
 
 
-    private Long getEntityValueFromSchemaMapInfo(Long domainId, SchemaMapInfo schemaMapInfo, Long entityElementId) {
-        List<SchemaElementMatch> schemaElementMatchList = schemaMapInfo.getMatchedElements(domainId);
+    private Long getEntityValueFromSchemaMapInfo(Long modelId, SchemaMapInfo schemaMapInfo, Long entityElementId) {
+        List<SchemaElementMatch> schemaElementMatchList = schemaMapInfo.getMatchedElements(modelId);
         if (CollectionUtils.isEmpty(schemaElementMatchList)) {
             return null;
         }

chat/core/src/main/java/com/tencent/supersonic/chat/parser/embedding/EmbeddingResp.java

@@ -1,9 +1,8 @@
 package com.tencent.supersonic.chat.parser.embedding;
 
 
-import lombok.Data;
-
 import java.util.List;
+import lombok.Data;
 
 @Data
 public class EmbeddingResp {

chat/core/src/main/java/com/tencent/supersonic/chat/parser/function/FunctionBasedParser.java

@@ -7,18 +7,20 @@ import com.tencent.supersonic.chat.api.pojo.QueryContext;
 import com.tencent.supersonic.chat.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
 import com.tencent.supersonic.chat.config.FunctionCallInfoConfig;
+import com.tencent.supersonic.chat.parser.ParseMode;
 import com.tencent.supersonic.chat.parser.SatisfactionChecker;
 import com.tencent.supersonic.chat.plugin.Plugin;
 import com.tencent.supersonic.chat.plugin.PluginManager;
 import com.tencent.supersonic.chat.plugin.PluginParseConfig;
 import com.tencent.supersonic.chat.plugin.PluginParseResult;
 import com.tencent.supersonic.chat.query.QueryManager;
+import com.tencent.supersonic.chat.query.dsl.DSLQuery;
 import com.tencent.supersonic.chat.query.plugin.PluginSemanticQuery;
-import com.tencent.supersonic.chat.query.plugin.dsl.DSLQuery;
 import com.tencent.supersonic.chat.service.PluginService;
 import com.tencent.supersonic.chat.utils.ComponentFactory;
 import com.tencent.supersonic.common.pojo.Constants;
 import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.common.util.JsonUtil;
 import java.net.URI;
 import java.util.ArrayList;
 import java.util.HashMap;
@@ -29,10 +31,9 @@ import java.util.Objects;
 import java.util.Optional;
 import java.util.Set;
 import java.util.stream.Collectors;
-
-import com.tencent.supersonic.common.util.JsonUtil;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.tuple.Pair;
 import org.springframework.http.HttpEntity;
 import org.springframework.http.HttpHeaders;
 import org.springframework.http.HttpMethod;
@@ -55,21 +56,12 @@ public class FunctionBasedParser implements SemanticParser {
         FunctionCallInfoConfig functionCallConfig = ContextUtils.getBean(FunctionCallInfoConfig.class);
         PluginService pluginService = ContextUtils.getBean(PluginService.class);
         String functionUrl = functionCallConfig.getUrl();
-
         if (StringUtils.isBlank(functionUrl) || SatisfactionChecker.check(queryCtx)) {
             log.info("functionUrl:{}, skip function parser, queryText:{}", functionUrl,
                     queryCtx.getRequest().getQueryText());
             return;
         }
-
-        Set<Long> matchedDomains = getMatchDomains(queryCtx);
-        List<String> functionNames = getFunctionNames(matchedDomains);
-        log.info("matchedDomains:{},functionNames:{}", matchedDomains, functionNames);
-
-        if (CollectionUtils.isEmpty(functionNames) || CollectionUtils.isEmpty(matchedDomains)) {
-            return;
-        }
-        List<PluginParseConfig> functionDOList = getFunctionDO(queryCtx.getRequest().getDomainId());
+        List<PluginParseConfig> functionDOList = getFunctionDO(queryCtx.getRequest().getModelId(), queryCtx);
         FunctionReq functionReq = FunctionReq.builder()
                 .queryText(queryCtx.getRequest().getQueryText())
                 .pluginConfigs(functionDOList).build();
@@ -78,7 +70,6 @@ public class FunctionBasedParser implements SemanticParser {
         if (skipFunction(queryCtx, functionResp)) {
             return;
         }
-
         PluginParseResult functionCallParseResult = new PluginParseResult();
         String toolSelection = functionResp.getToolSelection();
         Optional<Plugin> pluginOptional = pluginService.getPluginByName(toolSelection);
@@ -87,24 +78,26 @@ public class FunctionBasedParser implements SemanticParser {
             return;
         }
         Plugin plugin = pluginOptional.get();
+        plugin.setParseMode(ParseMode.FUNCTION_CALL);
         toolSelection = plugin.getType();
         functionCallParseResult.setPlugin(plugin);
         log.info("QueryManager PluginQueryModes:{}", QueryManager.getPluginQueryModes());
         PluginSemanticQuery semanticQuery = QueryManager.createPluginQuery(toolSelection);
-        DomainResolver domainResolver = ComponentFactory.getDomainResolver();
-
-        Long domainId = domainResolver.resolve(queryCtx, chatCtx, plugin.getDomainList());
-        log.info("FunctionBasedParser domainId:{}",domainId);
-        if ((Objects.isNull(domainId) || domainId <= 0) && !plugin.isContainsAllDomain()) {
-            log.info("domain is null, skip the parse, select tool: {}", toolSelection);
+        ModelResolver ModelResolver = ComponentFactory.getModelResolver();
+        log.info("plugin ModelList:{}", plugin.getModelList());
+        Pair<Boolean, List<Long>> pluginResolveResult = PluginManager.resolve(plugin, queryCtx);
+        Long modelId = ModelResolver.resolve(queryCtx, chatCtx, pluginResolveResult.getRight());
+        log.info("FunctionBasedParser modelId:{}", modelId);
+        if ((Objects.isNull(modelId) || modelId <= 0) && !plugin.isContainsAllModel()) {
+            log.info("Model is null, skip the parse, select tool: {}", toolSelection);
             return;
         }
-        if (!plugin.getDomainList().contains(domainId) && !plugin.isContainsAllDomain()) {
+        if (!plugin.getModelList().contains(modelId) && !plugin.isContainsAllModel()) {
             return;
         }
         SemanticParseInfo parseInfo = semanticQuery.getParseInfo();
-        if (Objects.nonNull(domainId) && domainId > 0){
-            parseInfo.getElementMatches().addAll(queryCtx.getMapInfo().getMatchedElements(domainId));
+        if (Objects.nonNull(modelId) && modelId > 0) {
+            parseInfo.getElementMatches().addAll(queryCtx.getMapInfo().getMatchedElements(modelId));
         }
         functionCallParseResult.setRequest(queryCtx.getRequest());
         Map<String, Object> properties = new HashMap<>();
@@ -112,21 +105,22 @@ public class FunctionBasedParser implements SemanticParser {
         parseInfo.setProperties(properties);
         parseInfo.setScore(FUNCTION_BONUS_THRESHOLD);
         parseInfo.setQueryMode(semanticQuery.getQueryMode());
-        SchemaElement domain = new SchemaElement();
-        domain.setDomain(domainId);
-        domain.setId(domainId);
-        parseInfo.setDomain(domain);
+        SchemaElement Model = new SchemaElement();
+        Model.setModel(modelId);
+        Model.setId(modelId);
+        parseInfo.setModel(Model);
         queryCtx.getCandidateQueries().add(semanticQuery);
     }
 
-    private Set<Long> getMatchDomains(QueryContext queryCtx) {
+
+    private Set<Long> getMatchModels(QueryContext queryCtx) {
         Set<Long> result = new HashSet<>();
-        Long domainId = queryCtx.getRequest().getDomainId();
-        if (Objects.nonNull(domainId) && domainId > 0) {
-            result.add(domainId);
+        Long modelId = queryCtx.getRequest().getModelId();
+        if (Objects.nonNull(modelId) && modelId > 0) {
+            result.add(modelId);
             return result;
         }
-        return queryCtx.getMapInfo().getMatchedDomains();
+        return queryCtx.getMapInfo().getMatchedModels();
     }
 
     private boolean skipFunction(QueryContext queryCtx, FunctionResp functionResp) {
@@ -144,36 +138,46 @@ public class FunctionBasedParser implements SemanticParser {
         return false;
     }
 
-    private List<PluginParseConfig> getFunctionDO(Long domainId) {
-        log.info("user decide domain:{}", domainId);
+    private List<PluginParseConfig> getFunctionDO(Long modelId, QueryContext queryContext) {
+        log.info("user decide Model:{}", modelId);
         List<Plugin> plugins = PluginManager.getPlugins();
-        List<PluginParseConfig> functionDOList = plugins.stream().filter(o -> {
-            if (o.getParseModeConfig() == null) {
+        List<PluginParseConfig> functionDOList = plugins.stream().filter(plugin -> {
+            if (DSLQuery.QUERY_MODE.equalsIgnoreCase(plugin.getType())) {
                 return false;
             }
-            if (!CollectionUtils.isEmpty(o.getDomainList())) {//过滤掉没选主题域的插件
-                return true;
+            if (plugin.getParseModeConfig() == null) {
+                return false;
             }
-            if (domainId == null || domainId <= 0L) {
-                return true;
-            } else {
-                return o.getDomainList().contains(domainId);
-            }
-        }).map(o -> {
-            PluginParseConfig functionCallConfig = JsonUtil.toObject(o.getParseModeConfig(),
+            PluginParseConfig pluginParseConfig = JsonUtil.toObject(plugin.getParseModeConfig(),
                     PluginParseConfig.class);
-            return functionCallConfig;
-        }).collect(Collectors.toList());
+            if (StringUtils.isBlank(pluginParseConfig.getName())) {
+                return false;
+            }
+            Pair<Boolean, List<Long>> pluginResolverResult = PluginManager.resolve(plugin, queryContext);
+            log.info("embedding plugin [{}-{}] resolve: {}", plugin.getId(), plugin.getName(), pluginResolverResult);
+            if (!pluginResolverResult.getLeft()) {
+                return false;
+            } else {
+                List<Long> resolveModel = pluginResolverResult.getRight();
+                if (modelId != null && modelId > 0) {
+                    if (plugin.isContainsAllModel()) {
+                        return true;
+                    }
+                    return resolveModel.contains(modelId);
+                }
+                return true;
+            }
+        }).map(o -> JsonUtil.toObject(o.getParseModeConfig(), PluginParseConfig.class)).collect(Collectors.toList());
         log.info("getFunctionDO:{}", JsonUtil.toString(functionDOList));
         return functionDOList;
     }
 
-    private List<String> getFunctionNames(Set<Long> matchedDomains) {
+    private List<String> getFunctionNames(Set<Long> matchedModels) {
         List<Plugin> plugins = PluginManager.getPlugins();
         Set<String> functionNames = plugins.stream()
                 .filter(entry -> {
-                            if (!CollectionUtils.isEmpty(entry.getDomainList()) && !CollectionUtils.isEmpty(matchedDomains)) {
-                                return entry.getDomainList().stream().anyMatch(matchedDomains::contains);
+                            if (!CollectionUtils.isEmpty(entry.getModelList()) && !CollectionUtils.isEmpty(matchedModels)) {
+                                return entry.getModelList().stream().anyMatch(matchedModels::contains);
                             }
                             return true;
                         }

chat/core/src/main/java/com/tencent/supersonic/chat/parser/function/FunctionReq.java

@@ -1,8 +1,7 @@
 package com.tencent.supersonic.chat.parser.function;
 
-import java.util.List;
-
 import com.tencent.supersonic.chat.plugin.PluginParseConfig;
+import java.util.List;
 import lombok.Builder;
 import lombok.Data;
 

chat/core/src/main/java/com/tencent/supersonic/chat/parser/function/HeuristicDomainResolver.java

@@ -1,181 +0,0 @@
-package com.tencent.supersonic.chat.parser.function;
-
-import com.tencent.supersonic.chat.api.pojo.*;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
-import com.tencent.supersonic.chat.api.component.SemanticQuery;
-import lombok.extern.slf4j.Slf4j;
-
-import java.util.*;
-import java.util.stream.Collectors;
-import org.apache.commons.collections.CollectionUtils;
-
-@Slf4j
-public class HeuristicDomainResolver implements DomainResolver {
-
-    protected static Long selectDomainBySchemaElementCount(Map<Long, SemanticQuery> domainQueryModes,
-            SchemaMapInfo schemaMap) {
-        Map<Long, DomainMatchResult> domainTypeMap = getDomainTypeMap(schemaMap);
-        if (domainTypeMap.size() == 1) {
-            Long domainSelect = domainTypeMap.entrySet().stream().collect(Collectors.toList()).get(0).getKey();
-            if (domainQueryModes.containsKey(domainSelect)) {
-                log.info("selectDomain with only one domain [{}]", domainSelect);
-                return domainSelect;
-            }
-        } else {
-            Map.Entry<Long, DomainMatchResult> maxDomain = domainTypeMap.entrySet().stream()
-                    .filter(entry -> domainQueryModes.containsKey(entry.getKey()))
-                    .sorted((o1, o2) -> {
-                        int difference = o2.getValue().getCount() - o1.getValue().getCount();
-                        if (difference == 0) {
-                            return (int) ((o2.getValue().getMaxSimilarity()
-                                    - o1.getValue().getMaxSimilarity()) * 100);
-                        }
-                        return difference;
-                    }).findFirst().orElse(null);
-            if (maxDomain != null) {
-                log.info("selectDomain with multiple domains [{}]", maxDomain.getKey());
-                return maxDomain.getKey();
-            }
-        }
-        return 0L;
-    }
-
-    /**
-     * to check can switch domain if context exit domain
-     *
-     * @return false will use context domain, true will use other domain , maybe include context domain
-     */
-    protected static boolean isAllowSwitch(Map<Long, SemanticQuery> domainQueryModes, SchemaMapInfo schemaMap,
-            ChatContext chatCtx, QueryReq searchCtx, Long domainId, List<Long> restrictiveDomains) {
-        if (!Objects.nonNull(domainId) || domainId <= 0) {
-            return true;
-        }
-        // except content domain, calculate the number of types for each domain, if numbers<=1 will not switch
-        Map<Long, DomainMatchResult> domainTypeMap = getDomainTypeMap(schemaMap);
-        log.info("isAllowSwitch domainTypeMap [{}]", domainTypeMap);
-        long otherDomainTypeNumBigOneCount = domainTypeMap.entrySet().stream()
-                .filter(entry -> domainQueryModes.containsKey(entry.getKey()) && !entry.getKey().equals(domainId))
-                .filter(entry -> entry.getValue().getCount() > 1).count();
-        if (otherDomainTypeNumBigOneCount >= 1) {
-            return true;
-        }
-        // if query text only contain time , will not switch
-        if (!CollectionUtils.isEmpty(domainQueryModes.values())) {
-            for (SemanticQuery semanticQuery : domainQueryModes.values()) {
-                if (semanticQuery == null) {
-                    continue;
-                }
-                SemanticParseInfo semanticParseInfo = semanticQuery.getParseInfo();
-                if (semanticParseInfo == null) {
-                    continue;
-                }
-                if (searchCtx.getQueryText() != null && semanticParseInfo.getDateInfo() != null) {
-                    if (semanticParseInfo.getDateInfo().getText() != null) {
-                        if (semanticParseInfo.getDateInfo().getText().equalsIgnoreCase(searchCtx.getQueryText())) {
-                            log.info("timeParseResults is not null , can not switch context , timeParseResults:{},",
-                                    semanticParseInfo.getDateInfo());
-                            return false;
-                        }
-                    }
-                }
-            }
-        }
-
-        if (CollectionUtils.isNotEmpty(restrictiveDomains) && !restrictiveDomains.contains(domainId)) {
-            return true;
-        }
-        // if context domain not  in schemaMap , will switch
-        if (schemaMap.getMatchedElements(domainId) == null || schemaMap.getMatchedElements(domainId).size() <= 0) {
-            log.info("domainId not in schemaMap ");
-            return true;
-        }
-        // other will not switch
-        return false;
-    }
-
-    public static Map<Long, DomainMatchResult> getDomainTypeMap(SchemaMapInfo schemaMap) {
-        Map<Long, DomainMatchResult> domainCount = new HashMap<>();
-        for (Map.Entry<Long, List<SchemaElementMatch>> entry : schemaMap.getDomainElementMatches().entrySet()) {
-            List<SchemaElementMatch> schemaElementMatches = schemaMap.getMatchedElements(entry.getKey());
-            if (schemaElementMatches != null && schemaElementMatches.size() > 0) {
-                if (!domainCount.containsKey(entry.getKey())) {
-                    domainCount.put(entry.getKey(), new DomainMatchResult());
-                }
-                DomainMatchResult domainMatchResult = domainCount.get(entry.getKey());
-                Set<SchemaElementType> schemaElementTypes = new HashSet<>();
-                schemaElementMatches.stream()
-                        .forEach(schemaElementMatch -> schemaElementTypes.add(
-                                schemaElementMatch.getElement().getType()));
-                SchemaElementMatch schemaElementMatchMax = schemaElementMatches.stream()
-                        .sorted((o1, o2) ->
-                                ((int) ((o2.getSimilarity() - o1.getSimilarity()) * 100))
-                        ).findFirst().orElse(null);
-                if (schemaElementMatchMax != null) {
-                    domainMatchResult.setMaxSimilarity(schemaElementMatchMax.getSimilarity());
-                }
-                domainMatchResult.setCount(schemaElementTypes.size());
-
-            }
-        }
-        return domainCount;
-    }
-
-
-    public Long resolve(QueryContext queryContext, ChatContext chatCtx, List<Long> restrictiveDomains) {
-        Long domainId = queryContext.getRequest().getDomainId();
-        if (Objects.nonNull(domainId) && domainId > 0) {
-            if (CollectionUtils.isNotEmpty(restrictiveDomains) && restrictiveDomains.contains(domainId)) {
-                return domainId;
-            } else {
-                return null;
-            }
-        }
-        SchemaMapInfo mapInfo = queryContext.getMapInfo();
-        Set<Long> matchedDomains = mapInfo.getMatchedDomains();
-        if (CollectionUtils.isNotEmpty(restrictiveDomains)) {
-            matchedDomains = matchedDomains.stream()
-                    .filter(matchedDomain -> restrictiveDomains.contains(matchedDomain))
-                    .collect(Collectors.toSet());
-        }
-        Map<Long, SemanticQuery> domainQueryModes = new HashMap<>();
-        for (Long matchedDomain : matchedDomains) {
-            domainQueryModes.put(matchedDomain, null);
-        }
-        if(domainQueryModes.size()==1){
-            return domainQueryModes.keySet().stream().findFirst().get();
-        }
-        return resolve(domainQueryModes, queryContext, chatCtx,
-                queryContext.getMapInfo(),restrictiveDomains);
-    }
-
-    public Long resolve(Map<Long, SemanticQuery> domainQueryModes, QueryContext queryContext,
-            ChatContext chatCtx, SchemaMapInfo schemaMap, List<Long> restrictiveDomains) {
-        Long selectDomain = selectDomain(domainQueryModes, queryContext.getRequest(), chatCtx, schemaMap,restrictiveDomains);
-        if (selectDomain > 0) {
-            log.info("selectDomain {} ", selectDomain);
-            return selectDomain;
-        }
-        // get the max SchemaElementType number
-        return selectDomainBySchemaElementCount(domainQueryModes, schemaMap);
-    }
-
-    public Long selectDomain(Map<Long, SemanticQuery> domainQueryModes, QueryReq queryContext,
-            ChatContext chatCtx,
-            SchemaMapInfo schemaMap, List<Long> restrictiveDomains) {
-        // if QueryContext has domainId and in domainQueryModes
-        if (domainQueryModes.containsKey(queryContext.getDomainId())) {
-            log.info("selectDomain from QueryContext [{}]", queryContext.getDomainId());
-            return queryContext.getDomainId();
-        }
-        // if ChatContext has domainId and in domainQueryModes
-        if (chatCtx.getParseInfo().getDomainId() > 0) {
-            Long domainId = chatCtx.getParseInfo().getDomainId();
-            if (!isAllowSwitch(domainQueryModes, schemaMap, chatCtx, queryContext, domainId,restrictiveDomains)) {
-                log.info("selectDomain from ChatContext [{}]", domainId);
-                return domainId;
-            }
-        }
-        // default 0
-        return 0L;
-    }
-}

chat/core/src/main/java/com/tencent/supersonic/chat/parser/function/HeuristicModelResolver.java

@@ -0,0 +1,192 @@
+package com.tencent.supersonic.chat.parser.function;
+
+import com.tencent.supersonic.chat.api.component.SemanticQuery;
+import com.tencent.supersonic.chat.api.pojo.ChatContext;
+import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
+import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.Set;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.collections.CollectionUtils;
+
+@Slf4j
+public class HeuristicModelResolver implements ModelResolver {
+
+    protected static Long selectModelBySchemaElementCount(Map<Long, SemanticQuery> ModelQueryModes,
+            SchemaMapInfo schemaMap) {
+        Map<Long, ModelMatchResult> ModelTypeMap = getModelTypeMap(schemaMap);
+        if (ModelTypeMap.size() == 1) {
+            Long ModelSelect = ModelTypeMap.entrySet().stream().collect(Collectors.toList()).get(0).getKey();
+            if (ModelQueryModes.containsKey(ModelSelect)) {
+                log.info("selectModel with only one Model [{}]", ModelSelect);
+                return ModelSelect;
+            }
+        } else {
+            Map.Entry<Long, ModelMatchResult> maxModel = ModelTypeMap.entrySet().stream()
+                    .filter(entry -> ModelQueryModes.containsKey(entry.getKey()))
+                    .sorted((o1, o2) -> {
+                        int difference = o2.getValue().getCount() - o1.getValue().getCount();
+                        if (difference == 0) {
+                            return (int) ((o2.getValue().getMaxSimilarity()
+                                    - o1.getValue().getMaxSimilarity()) * 100);
+                        }
+                        return difference;
+                    }).findFirst().orElse(null);
+            if (maxModel != null) {
+                log.info("selectModel with multiple Models [{}]", maxModel.getKey());
+                return maxModel.getKey();
+            }
+        }
+        return 0L;
+    }
+
+    /**
+     * to check can switch Model if context exit Model
+     *
+     * @return false will use context Model, true will use other Model , maybe include context Model
+     */
+    protected static boolean isAllowSwitch(Map<Long, SemanticQuery> ModelQueryModes, SchemaMapInfo schemaMap,
+            ChatContext chatCtx, QueryReq searchCtx, Long modelId, List<Long> restrictiveModels) {
+        if (!Objects.nonNull(modelId) || modelId <= 0) {
+            return true;
+        }
+        // except content Model, calculate the number of types for each Model, if numbers<=1 will not switch
+        Map<Long, ModelMatchResult> ModelTypeMap = getModelTypeMap(schemaMap);
+        log.info("isAllowSwitch ModelTypeMap [{}]", ModelTypeMap);
+        long otherModelTypeNumBigOneCount = ModelTypeMap.entrySet().stream()
+                .filter(entry -> ModelQueryModes.containsKey(entry.getKey()) && !entry.getKey().equals(modelId))
+                .filter(entry -> entry.getValue().getCount() > 1).count();
+        if (otherModelTypeNumBigOneCount >= 1) {
+            return true;
+        }
+        // if query text only contain time , will not switch
+        if (!CollectionUtils.isEmpty(ModelQueryModes.values())) {
+            for (SemanticQuery semanticQuery : ModelQueryModes.values()) {
+                if (semanticQuery == null) {
+                    continue;
+                }
+                SemanticParseInfo semanticParseInfo = semanticQuery.getParseInfo();
+                if (semanticParseInfo == null) {
+                    continue;
+                }
+                if (searchCtx.getQueryText() != null && semanticParseInfo.getDateInfo() != null) {
+                    if (semanticParseInfo.getDateInfo().getDetectWord() != null) {
+                        if (semanticParseInfo.getDateInfo().getDetectWord()
+                                .equalsIgnoreCase(searchCtx.getQueryText())) {
+                            log.info("timeParseResults is not null , can not switch context , timeParseResults:{},",
+                                    semanticParseInfo.getDateInfo());
+                            return false;
+                        }
+                    }
+                }
+            }
+        }
+
+        if (CollectionUtils.isNotEmpty(restrictiveModels) && !restrictiveModels.contains(modelId)) {
+            return true;
+        }
+        // if context Model not  in schemaMap , will switch
+        if (schemaMap.getMatchedElements(modelId) == null || schemaMap.getMatchedElements(modelId).size() <= 0) {
+            log.info("modelId not in schemaMap ");
+            return true;
+        }
+        // other will not switch
+        return false;
+    }
+
+    public static Map<Long, ModelMatchResult> getModelTypeMap(SchemaMapInfo schemaMap) {
+        Map<Long, ModelMatchResult> ModelCount = new HashMap<>();
+        for (Map.Entry<Long, List<SchemaElementMatch>> entry : schemaMap.getModelElementMatches().entrySet()) {
+            List<SchemaElementMatch> schemaElementMatches = schemaMap.getMatchedElements(entry.getKey());
+            if (schemaElementMatches != null && schemaElementMatches.size() > 0) {
+                if (!ModelCount.containsKey(entry.getKey())) {
+                    ModelCount.put(entry.getKey(), new ModelMatchResult());
+                }
+                ModelMatchResult ModelMatchResult = ModelCount.get(entry.getKey());
+                Set<SchemaElementType> schemaElementTypes = new HashSet<>();
+                schemaElementMatches.stream()
+                        .forEach(schemaElementMatch -> schemaElementTypes.add(
+                                schemaElementMatch.getElement().getType()));
+                SchemaElementMatch schemaElementMatchMax = schemaElementMatches.stream()
+                        .sorted((o1, o2) ->
+                                ((int) ((o2.getSimilarity() - o1.getSimilarity()) * 100))
+                        ).findFirst().orElse(null);
+                if (schemaElementMatchMax != null) {
+                    ModelMatchResult.setMaxSimilarity(schemaElementMatchMax.getSimilarity());
+                }
+                ModelMatchResult.setCount(schemaElementTypes.size());
+
+            }
+        }
+        return ModelCount;
+    }
+
+
+    public Long resolve(QueryContext queryContext, ChatContext chatCtx, List<Long> restrictiveModels) {
+        Long modelId = queryContext.getRequest().getModelId();
+        if (Objects.nonNull(modelId) && modelId > 0) {
+            if (CollectionUtils.isNotEmpty(restrictiveModels) && restrictiveModels.contains(modelId)) {
+                return modelId;
+            } else {
+                return null;
+            }
+        }
+        SchemaMapInfo mapInfo = queryContext.getMapInfo();
+        Set<Long> matchedModels = mapInfo.getMatchedModels();
+        if (CollectionUtils.isNotEmpty(restrictiveModels)) {
+            matchedModels = matchedModels.stream()
+                    .filter(restrictiveModels::contains)
+                    .collect(Collectors.toSet());
+        }
+        Map<Long, SemanticQuery> ModelQueryModes = new HashMap<>();
+        for (Long matchedModel : matchedModels) {
+            ModelQueryModes.put(matchedModel, null);
+        }
+        if (ModelQueryModes.size() == 1) {
+            return ModelQueryModes.keySet().stream().findFirst().get();
+        }
+        return resolve(ModelQueryModes, queryContext, chatCtx,
+                queryContext.getMapInfo(), restrictiveModels);
+    }
+
+    public Long resolve(Map<Long, SemanticQuery> ModelQueryModes, QueryContext queryContext,
+            ChatContext chatCtx, SchemaMapInfo schemaMap, List<Long> restrictiveModels) {
+        Long selectModel = selectModel(ModelQueryModes, queryContext.getRequest(), chatCtx, schemaMap,
+                restrictiveModels);
+        if (selectModel > 0) {
+            log.info("selectModel {} ", selectModel);
+            return selectModel;
+        }
+        // get the max SchemaElementType number
+        return selectModelBySchemaElementCount(ModelQueryModes, schemaMap);
+    }
+
+    public Long selectModel(Map<Long, SemanticQuery> ModelQueryModes, QueryReq queryContext,
+            ChatContext chatCtx,
+            SchemaMapInfo schemaMap, List<Long> restrictiveModels) {
+        // if QueryContext has modelId and in ModelQueryModes
+        if (ModelQueryModes.containsKey(queryContext.getModelId())) {
+            log.info("selectModel from QueryContext [{}]", queryContext.getModelId());
+            return queryContext.getModelId();
+        }
+        // if ChatContext has modelId and in ModelQueryModes
+        if (chatCtx.getParseInfo().getModelId() > 0) {
+            Long modelId = chatCtx.getParseInfo().getModelId();
+            if (!isAllowSwitch(ModelQueryModes, schemaMap, chatCtx, queryContext, modelId, restrictiveModels)) {
+                log.info("selectModel from ChatContext [{}]", modelId);
+                return modelId;
+            }
+        }
+        // default 0
+        return 0L;
+    }
+}

chat/core/src/main/java/com/tencent/supersonic/chat/parser/function/ModelMatchResult.java

@@ -3,7 +3,8 @@ package com.tencent.supersonic.chat.parser.function;
 import lombok.Data;
 
 @Data
-public class DomainMatchResult {
+public class ModelMatchResult {
+
     private Integer count = 0;
     private double maxSimilarity;
 }

chat/core/src/main/java/com/tencent/supersonic/chat/parser/function/ModelResolver.java

@@ -5,8 +5,8 @@ import com.tencent.supersonic.chat.api.pojo.ChatContext;
 import com.tencent.supersonic.chat.api.pojo.QueryContext;
 import java.util.List;
 
-public interface DomainResolver {
+public interface ModelResolver {
 
-    Long resolve(QueryContext queryContext, ChatContext chatCtx, List<Long> restrictiveDomains);
+    Long resolve(QueryContext queryContext, ChatContext chatCtx, List<Long> restrictiveModels);
 
 }

chat/core/src/main/java/com/tencent/supersonic/chat/parser/function/Parameters.java

@@ -1,8 +1,8 @@
 package com.tencent.supersonic.chat.parser.function;
 
-import lombok.Data;
 import java.util.List;
 import java.util.Map;
+import lombok.Data;
 
 @Data
 public class Parameters {

chat/core/src/main/java/com/tencent/supersonic/chat/parser/llm/DSLParseResult.java

@@ -0,0 +1,11 @@
+package com.tencent.supersonic.chat.parser.llm;
+
+import com.tencent.supersonic.chat.plugin.PluginParseResult;
+import com.tencent.supersonic.chat.query.dsl.LLMResp;
+import lombok.Data;
+
+@Data
+public class DSLParseResult extends PluginParseResult {
+
+    private LLMResp llmResp;
+}

chat/core/src/main/java/com/tencent/supersonic/chat/parser/llm/LLMDSLParser.java

@@ -0,0 +1,231 @@
+package com.tencent.supersonic.chat.parser.llm;
+
+import com.tencent.supersonic.chat.api.component.SemanticParser;
+import com.tencent.supersonic.chat.api.pojo.ChatContext;
+import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
+import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
+import com.tencent.supersonic.chat.config.LLMConfig;
+import com.tencent.supersonic.chat.parser.SatisfactionChecker;
+import com.tencent.supersonic.chat.parser.function.ModelResolver;
+import com.tencent.supersonic.chat.plugin.Plugin;
+import com.tencent.supersonic.chat.plugin.PluginManager;
+import com.tencent.supersonic.chat.query.QueryManager;
+import com.tencent.supersonic.chat.query.dsl.DSLBuilder;
+import com.tencent.supersonic.chat.query.dsl.DSLQuery;
+import com.tencent.supersonic.chat.query.dsl.LLMReq;
+import com.tencent.supersonic.chat.query.dsl.LLMReq.ElementValue;
+import com.tencent.supersonic.chat.query.dsl.LLMResp;
+import com.tencent.supersonic.chat.query.plugin.PluginSemanticQuery;
+import com.tencent.supersonic.chat.utils.ComponentFactory;
+import com.tencent.supersonic.common.pojo.Constants;
+import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.common.util.DateUtils;
+import com.tencent.supersonic.common.util.JsonUtil;
+import com.tencent.supersonic.knowledge.service.SchemaService;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.Set;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.StringUtils;
+import org.springframework.http.HttpEntity;
+import org.springframework.http.HttpHeaders;
+import org.springframework.http.HttpMethod;
+import org.springframework.http.MediaType;
+import org.springframework.http.ResponseEntity;
+import org.springframework.util.CollectionUtils;
+import org.springframework.web.client.RestTemplate;
+
+@Slf4j
+public class LLMDSLParser implements SemanticParser {
+
+    public static final double FUNCTION_BONUS_THRESHOLD = 201;
+
+    @Override
+    public void parse(QueryContext queryCtx, ChatContext chatCtx) {
+        final LLMConfig llmConfig = ContextUtils.getBean(LLMConfig.class);
+        if (StringUtils.isEmpty(llmConfig.getUrl()) || SatisfactionChecker.check(queryCtx)) {
+            log.info("llmConfig:{}, skip function parser, queryText:{}", llmConfig,
+                    queryCtx.getRequest().getQueryText());
+            return;
+        }
+        List<Plugin> dslPlugins = PluginManager.getPlugins().stream()
+                .filter(plugin -> DSLQuery.QUERY_MODE.equalsIgnoreCase(plugin.getType()))
+                .collect(Collectors.toList());
+
+        if (CollectionUtils.isEmpty(dslPlugins)) {
+            return;
+        }
+        Plugin plugin = dslPlugins.get(0);
+        List<Long> dslModels = plugin.getModelList();
+
+        try {
+            ModelResolver modelResolver = ComponentFactory.getModelResolver();
+            Long modelId = modelResolver.resolve(queryCtx, chatCtx, dslModels);
+            log.info("resolve modelId:{},dslModels:{}", modelId, dslModels);
+
+            if (Objects.isNull(modelId)) {
+                return;
+            }
+
+            LLMResp llmResp = requestLLM(queryCtx, modelId);
+            if (Objects.isNull(llmResp)) {
+                return;
+            }
+
+            PluginSemanticQuery semanticQuery = QueryManager.createPluginQuery(DSLQuery.QUERY_MODE);
+
+            SemanticParseInfo parseInfo = semanticQuery.getParseInfo();
+            if (Objects.nonNull(modelId) && modelId > 0) {
+                parseInfo.getElementMatches().addAll(queryCtx.getMapInfo().getMatchedElements(modelId));
+            }
+            DSLParseResult dslParseResult = new DSLParseResult();
+            dslParseResult.setRequest(queryCtx.getRequest());
+            dslParseResult.setLlmResp(llmResp);
+            dslParseResult.setPlugin(plugin);
+
+            Map<String, Object> properties = new HashMap<>();
+            properties.put(Constants.CONTEXT, dslParseResult);
+            parseInfo.setProperties(properties);
+            parseInfo.setScore(FUNCTION_BONUS_THRESHOLD);
+            parseInfo.setQueryMode(semanticQuery.getQueryMode());
+            SchemaElement Model = new SchemaElement();
+            Model.setModel(modelId);
+            Model.setId(modelId);
+            parseInfo.setModel(Model);
+            queryCtx.getCandidateQueries().add(semanticQuery);
+        } catch (Exception e) {
+            log.error("LLMDSLParser error", e);
+        }
+    }
+
+
+    private LLMResp requestLLM(QueryContext queryCtx, Long modelId) {
+        long startTime = System.currentTimeMillis();
+        String queryText = queryCtx.getRequest().getQueryText();
+        final LLMConfig llmConfig = ContextUtils.getBean(LLMConfig.class);
+
+        if (StringUtils.isEmpty(llmConfig.getUrl())) {
+            log.warn("llmConfig url is null, skip llm parser");
+            return null;
+        }
+
+        SemanticSchema semanticSchema = ContextUtils.getBean(SchemaService.class).getSemanticSchema();
+        Map<Long, String> modelIdToName = semanticSchema.getModelIdToName();
+
+        LLMReq llmReq = new LLMReq();
+        llmReq.setQueryText(queryText);
+        LLMReq.LLMSchema llmSchema = new LLMReq.LLMSchema();
+        llmSchema.setModelName(modelIdToName.get(modelId));
+        llmSchema.setDomainName(modelIdToName.get(modelId));
+        List<String> fieldNameList = getFieldNameList(queryCtx, modelId, semanticSchema);
+        fieldNameList.add(DSLBuilder.DATA_Field);
+        llmSchema.setFieldNameList(fieldNameList);
+        llmReq.setSchema(llmSchema);
+        List<ElementValue> linking = new ArrayList<>();
+        linking.addAll(getValueList(queryCtx, modelId, semanticSchema));
+        llmReq.setLinking(linking);
+        String currentDate = getCurrentDate(modelId);
+        llmReq.setCurrentDate(currentDate);
+
+        log.info("requestLLM request, modelId:{},llmReq:{}", modelId, llmReq);
+        String questUrl = llmConfig.getUrl() + llmConfig.getQueryToSqlPath();
+
+        RestTemplate restTemplate = ContextUtils.getBean(RestTemplate.class);
+
+        try {
+            HttpHeaders headers = new HttpHeaders();
+            headers.setContentType(MediaType.APPLICATION_JSON);
+            HttpEntity<String> entity = new HttpEntity<>(JsonUtil.toString(llmReq), headers);
+            ResponseEntity<LLMResp> responseEntity = restTemplate.exchange(questUrl, HttpMethod.POST, entity,
+                    LLMResp.class);
+
+            log.info("requestLLM response,cost:{}, questUrl:{} \n entity:{} \n body:{}",
+                    System.currentTimeMillis() - startTime, questUrl, entity, responseEntity.getBody());
+            return responseEntity.getBody();
+        } catch (Exception e) {
+            log.error("requestLLM error", e);
+        }
+        return null;
+    }
+
+
+    private String getCurrentDate(Long modelId) {
+        return DateUtils.getBeforeDate(4);
+//        ChatConfigFilter filter = new ChatConfigFilter();
+//        filter.setModelId(modelId);
+//
+//        List<ChatConfigResp> configResps = ContextUtils.getBean(ConfigService.class).search(filter, null);
+//        if (CollectionUtils.isEmpty(configResps)) {
+//            return
+//        }
+//        ChatConfigResp chatConfigResp = configResps.get(0);
+//        chatConfigResp.getChatDetailConfig().getChatDefaultConfig().get
+
+    }
+
+    private List<ElementValue> getValueList(QueryContext queryCtx, Long modelId, SemanticSchema semanticSchema) {
+        Map<Long, String> itemIdToName = getItemIdToName(modelId, semanticSchema);
+
+        List<SchemaElementMatch> matchedElements = queryCtx.getMapInfo().getMatchedElements(modelId);
+        if (CollectionUtils.isEmpty(matchedElements)) {
+            return new ArrayList<>();
+        }
+        Set<ElementValue> valueMatches = matchedElements.stream()
+                .filter(schemaElementMatch -> {
+                    SchemaElementType type = schemaElementMatch.getElement().getType();
+                    return SchemaElementType.VALUE.equals(type) || SchemaElementType.ID.equals(type);
+                })
+                .map(elementMatch ->
+                        {
+                            ElementValue elementValue = new ElementValue();
+                            elementValue.setFieldName(itemIdToName.get(elementMatch.getElement().getId()));
+                            elementValue.setFieldValue(elementMatch.getWord());
+                            return elementValue;
+                        }
+                )
+                .collect(Collectors.toSet());
+        return new ArrayList<>(valueMatches);
+    }
+
+    private List<String> getFieldNameList(QueryContext queryCtx, Long modelId, SemanticSchema semanticSchema) {
+        Map<Long, String> itemIdToName = getItemIdToName(modelId, semanticSchema);
+
+        List<SchemaElementMatch> matchedElements = queryCtx.getMapInfo().getMatchedElements(modelId);
+        if (CollectionUtils.isEmpty(matchedElements)) {
+            return new ArrayList<>();
+        }
+        Set<String> fieldNameList = matchedElements.stream()
+                .filter(schemaElementMatch -> {
+                    SchemaElementType elementType = schemaElementMatch.getElement().getType();
+                    return SchemaElementType.METRIC.equals(elementType) ||
+                            SchemaElementType.DIMENSION.equals(elementType) ||
+                            SchemaElementType.VALUE.equals(elementType);
+                })
+                .map(schemaElementMatch -> {
+                    SchemaElementType elementType = schemaElementMatch.getElement().getType();
+
+                    if (!SchemaElementType.VALUE.equals(elementType)) {
+                        return schemaElementMatch.getWord();
+                    }
+                    return itemIdToName.get(schemaElementMatch.getElement().getId());
+                })
+                .filter(name -> StringUtils.isNotEmpty(name) && !name.contains("%"))
+                .collect(Collectors.toSet());
+        return new ArrayList<>(fieldNameList);
+    }
+
+    private Map<Long, String> getItemIdToName(Long modelId, SemanticSchema semanticSchema) {
+        return semanticSchema.getDimensions().stream()
+                .filter(entry -> modelId.equals(entry.getModel()))
+                .collect(Collectors.toMap(SchemaElement::getId, SchemaElement::getName, (value1, value2) -> value2));
+    }
+
+}

chat/core/src/main/java/com/tencent/supersonic/chat/parser/llm/LLMTimeEnhancementParse.java

@@ -17,7 +17,7 @@ public class LLMTimeEnhancementParse implements SemanticParser {
 
     @Override
     public void parse(QueryContext queryContext, ChatContext chatContext) {
-        log.info("before queryContext:{},chatContext:{}",queryContext,chatContext);
+        log.info("before queryContext:{},chatContext:{}", queryContext, chatContext);
         ChatGptHelper chatGptHelper = ContextUtils.getBean(ChatGptHelper.class);
         String inferredTime = chatGptHelper.inferredTime(queryContext.getRequest().getQueryText());
         try {
@@ -25,12 +25,12 @@ public class LLMTimeEnhancementParse implements SemanticParser {
                 for (SemanticQuery query : queryContext.getCandidateQueries()) {
                     DateConf dateInfo = query.getParseInfo().getDateInfo();
                     JSONObject jsonObject = JSON.parseObject(inferredTime);
-                    if (jsonObject.containsKey("date")){
+                    if (jsonObject.containsKey("date")) {
                         dateInfo.setDateMode(DateConf.DateMode.BETWEEN);
                         dateInfo.setStartDate(jsonObject.getString("date"));
                         dateInfo.setEndDate(jsonObject.getString("date"));
                         query.getParseInfo().setDateInfo(dateInfo);
-                    }else if (jsonObject.containsKey("start")){
+                    } else if (jsonObject.containsKey("start")) {
                         dateInfo.setDateMode(DateConf.DateMode.BETWEEN);
                         dateInfo.setStartDate(jsonObject.getString("start"));
                         dateInfo.setEndDate(jsonObject.getString("end"));
@@ -38,11 +38,12 @@ public class LLMTimeEnhancementParse implements SemanticParser {
                     }
                 }
             }
-        }catch (Exception exception){
-           log.error("{} parse error,this reason is:{}",LLMTimeEnhancementParse.class.getSimpleName(), (Object) exception.getStackTrace());
+        } catch (Exception exception) {
+            log.error("{} parse error,this reason is:{}", LLMTimeEnhancementParse.class.getSimpleName(),
+                    (Object) exception.getStackTrace());
         }
 
-        log.info("after queryContext:{},chatContext:{}",queryContext,chatContext);
+        log.info("after queryContext:{},chatContext:{}", queryContext, chatContext);
     }
 
 

chat/core/src/main/java/com/tencent/supersonic/chat/parser/rule/AggregateTypeParser.java

@@ -21,7 +21,9 @@ import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 import java.util.stream.Collectors;
 import java.util.stream.Stream;
+import lombok.AllArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.StringUtils;
 
 @Slf4j
 public class AggregateTypeParser implements SemanticParser {
@@ -35,36 +37,60 @@ public class AggregateTypeParser implements SemanticParser {
             new AbstractMap.SimpleEntry<>(DISTINCT, Pattern.compile("(?i)(uv)")),
             new AbstractMap.SimpleEntry<>(COUNT, Pattern.compile("(?i)(总数|pv)")),
             new AbstractMap.SimpleEntry<>(NONE, Pattern.compile("(?i)(明细)"))
-    ).collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue,(k1,k2)->k2));
+    ).collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue, (k1, k2) -> k2));
 
     @Override
     public void parse(QueryContext queryContext, ChatContext chatContext) {
+        String queryText = queryContext.getRequest().getQueryText();
+        AggregateConf aggregateConf = resolveAggregateConf(queryText);
+
         for (SemanticQuery semanticQuery : queryContext.getCandidateQueries()) {
             if (!AggregateTypeEnum.NONE.equals(semanticQuery.getParseInfo().getAggType())) {
                 continue;
             }
-
-            String queryText = queryContext.getRequest().getQueryText();
-            semanticQuery.getParseInfo().setAggType(resolveAggregateType(queryText));
+            semanticQuery.getParseInfo().setAggType(aggregateConf.type);
+            int detectWordLength = 0;
+            if (StringUtils.isNotEmpty(aggregateConf.detectWord)) {
+                detectWordLength = aggregateConf.detectWord.length();
+            }
+            semanticQuery.getParseInfo().setScore(semanticQuery.getParseInfo().getScore() + detectWordLength);
         }
     }
 
-    public static AggregateTypeEnum resolveAggregateType(String queryText) {
+    public AggregateTypeEnum resolveAggregateType(String queryText) {
+        AggregateConf aggregateConf = resolveAggregateConf(queryText);
+        return aggregateConf.type;
+    }
+
+    private AggregateConf resolveAggregateConf(String queryText) {
         Map<AggregateTypeEnum, Integer> aggregateCount = new HashMap<>(REGX_MAP.size());
+        Map<AggregateTypeEnum, String> aggregateWord = new HashMap<>(REGX_MAP.size());
 
         for (Map.Entry<AggregateTypeEnum, Pattern> entry : REGX_MAP.entrySet()) {
             Matcher matcher = entry.getValue().matcher(queryText);
             int count = 0;
+            String detectWord = null;
             while (matcher.find()) {
                 count++;
+                detectWord = matcher.group();
             }
             if (count > 0) {
                 aggregateCount.put(entry.getKey(), count);
+                aggregateWord.put(entry.getKey(), detectWord);
             }
         }
 
-        return aggregateCount.entrySet().stream().max(Map.Entry.comparingByValue())
+        AggregateTypeEnum type = aggregateCount.entrySet().stream().max(Map.Entry.comparingByValue())
                 .map(entry -> entry.getKey()).orElse(NONE);
+        String detectWord = aggregateWord.get(type);
+        return new AggregateConf(type, detectWord);
+    }
+
+    @AllArgsConstructor
+    class AggregateConf {
+
+        public AggregateTypeEnum type;
+        public String detectWord;
     }
 
 }

chat/core/src/main/java/com/tencent/supersonic/chat/parser/rule/ContextInheritParser.java

@@ -1,5 +1,12 @@
 package com.tencent.supersonic.chat.parser.rule;
 
+import static com.tencent.supersonic.chat.api.pojo.SchemaElementType.DIMENSION;
+import static com.tencent.supersonic.chat.api.pojo.SchemaElementType.ENTITY;
+import static com.tencent.supersonic.chat.api.pojo.SchemaElementType.ID;
+import static com.tencent.supersonic.chat.api.pojo.SchemaElementType.METRIC;
+import static com.tencent.supersonic.chat.api.pojo.SchemaElementType.MODEL;
+import static com.tencent.supersonic.chat.api.pojo.SchemaElementType.VALUE;
+
 import com.tencent.supersonic.chat.api.component.SemanticParser;
 import com.tencent.supersonic.chat.api.component.SemanticQuery;
 import com.tencent.supersonic.chat.api.pojo.ChatContext;
@@ -8,8 +15,8 @@ import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
 import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
 import com.tencent.supersonic.chat.query.QueryManager;
 import com.tencent.supersonic.chat.query.rule.RuleSemanticQuery;
-import com.tencent.supersonic.chat.query.rule.metric.MetricDomainQuery;
 import com.tencent.supersonic.chat.query.rule.metric.MetricEntityQuery;
+import com.tencent.supersonic.chat.query.rule.metric.MetricModelQuery;
 import com.tencent.supersonic.chat.query.rule.metric.MetricSemanticQuery;
 import java.util.AbstractMap;
 import java.util.ArrayList;
@@ -21,8 +28,6 @@ import java.util.stream.Collectors;
 import java.util.stream.Stream;
 import lombok.extern.slf4j.Slf4j;
 
-import static com.tencent.supersonic.chat.api.pojo.SchemaElementType.*;
-
 @Slf4j
 public class ContextInheritParser implements SemanticParser {
 
@@ -31,7 +36,7 @@ public class ContextInheritParser implements SemanticParser {
             new AbstractMap.SimpleEntry<>(DIMENSION, Arrays.asList(DIMENSION, VALUE)),
             new AbstractMap.SimpleEntry<>(VALUE, Arrays.asList(VALUE, DIMENSION)),
             new AbstractMap.SimpleEntry<>(ENTITY, Arrays.asList(ENTITY)),
-            new AbstractMap.SimpleEntry<>(DOMAIN, Arrays.asList(DOMAIN)),
+            new AbstractMap.SimpleEntry<>(MODEL, Arrays.asList(MODEL)),
             new AbstractMap.SimpleEntry<>(ID, Arrays.asList(ID))
     ).collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue));
 
@@ -41,9 +46,9 @@ public class ContextInheritParser implements SemanticParser {
             return;
         }
 
-        Long domainId = chatContext.getParseInfo().getDomainId();
+        Long modelId = chatContext.getParseInfo().getModelId();
         List<SchemaElementMatch> elementMatches = queryContext.getMapInfo()
-                .getMatchedElements(domainId);
+                .getMatchedElements(modelId);
 
         List<SchemaElementMatch> matchesToInherit = new ArrayList<>();
         for (SchemaElementMatch match : chatContext.getParseInfo().getElementMatches()) {
@@ -51,7 +56,7 @@ public class ContextInheritParser implements SemanticParser {
             // mutual exclusive element types should not be inherited
             RuleSemanticQuery ruleQuery = QueryManager.getRuleQuery(chatContext.getParseInfo().getQueryMode());
             if (!containsTypes(elementMatches, matchType, ruleQuery)) {
-                match.setMode(SchemaElementMatch.MatchMode.INHERIT);
+                match.setInherited(true);
                 matchesToInherit.add(match);
             }
         }
@@ -59,11 +64,24 @@ public class ContextInheritParser implements SemanticParser {
 
         List<RuleSemanticQuery> queries = RuleSemanticQuery.resolve(elementMatches, queryContext);
         for (RuleSemanticQuery query : queries) {
-            query.fillParseInfo(domainId, chatContext);
+            query.fillParseInfo(modelId, queryContext, chatContext);
+            if (existSameQuery(query.getParseInfo().getModelId(), query.getQueryMode(), queryContext)) {
+                continue;
+            }
             queryContext.getCandidateQueries().add(query);
         }
     }
 
+    private boolean existSameQuery(Long modelId, String queryMode, QueryContext queryContext) {
+        for (SemanticQuery semanticQuery : queryContext.getCandidateQueries()) {
+            if (semanticQuery.getQueryMode().equals(queryMode)
+                    && semanticQuery.getParseInfo().getModelId().equals(modelId)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
     private boolean containsTypes(List<SchemaElementMatch> matches, SchemaElementType matchType,
             RuleSemanticQuery ruleQuery) {
         List<SchemaElementType> types = MUTUAL_EXCLUSIVE_MAP.get(matchType);
@@ -79,16 +97,18 @@ public class ContextInheritParser implements SemanticParser {
     }
 
     protected boolean shouldInherit(QueryContext queryContext, ChatContext chatContext) {
-        Long contextDomainId = chatContext.getParseInfo().getDomainId();
-        if (queryContext.getMapInfo().getMatchedElements(contextDomainId) == null) {
+        Long contextmodelId = chatContext.getParseInfo().getModelId();
+        // if map info doesn't contain the same Model of the context,
+        // no inheritance could be done
+        if (queryContext.getMapInfo().getMatchedElements(contextmodelId) == null) {
             return false;
         }
 
-        // if candidates have only one MetricDomain mode and context has value filter , count in context
-        List<SemanticQuery> candidateQueries = queryContext.getCandidateQueries().stream()
-                .filter(semanticQuery -> semanticQuery.getParseInfo().getDomainId().equals(contextDomainId)).collect(
+        // if candidates only have MetricModel mode, count in context
+        List<SemanticQuery> metricModelQueries = queryContext.getCandidateQueries().stream()
+                .filter(query -> query instanceof MetricModelQuery).collect(
                         Collectors.toList());
-        if (candidateQueries.size() == 1 && (candidateQueries.get(0) instanceof MetricDomainQuery)) {
+        if (metricModelQueries.size() == queryContext.getCandidateQueries().size()) {
             return true;
         } else {
             return queryContext.getCandidateQueries().size() == 0;

chat/core/src/main/java/com/tencent/supersonic/chat/parser/rule/QueryModeParser.java

@@ -1,11 +1,12 @@
 package com.tencent.supersonic.chat.parser.rule;
 
 import com.tencent.supersonic.chat.api.component.SemanticParser;
-import com.tencent.supersonic.chat.api.pojo.*;
+import com.tencent.supersonic.chat.api.pojo.ChatContext;
+import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
+import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
 import com.tencent.supersonic.chat.query.rule.RuleSemanticQuery;
-
-import java.util.*;
-
+import java.util.List;
 import lombok.extern.slf4j.Slf4j;
 
 @Slf4j
@@ -16,12 +17,12 @@ public class QueryModeParser implements SemanticParser {
         SchemaMapInfo mapInfo = queryContext.getMapInfo();
 
         // iterate all schemaElementMatches to resolve semantic query
-        for (Long domainId : mapInfo.getMatchedDomains()) {
-            List<SchemaElementMatch> elementMatches = mapInfo.getMatchedElements(domainId);
+        for (Long modelId : mapInfo.getMatchedModels()) {
+            List<SchemaElementMatch> elementMatches = mapInfo.getMatchedElements(modelId);
             List<RuleSemanticQuery> queries = RuleSemanticQuery.resolve(elementMatches, queryContext);
 
             for (RuleSemanticQuery query : queries) {
-                query.fillParseInfo(domainId, chatContext);
+                query.fillParseInfo(modelId, queryContext, chatContext);
                 queryContext.getCandidateQueries().add(query);
             }
         }

chat/core/src/main/java/com/tencent/supersonic/chat/parser/rule/TimeRangeParser.java

@@ -4,21 +4,21 @@ import com.tencent.supersonic.chat.api.component.SemanticParser;
 import com.tencent.supersonic.chat.api.component.SemanticQuery;
 import com.tencent.supersonic.chat.api.pojo.ChatContext;
 import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.query.rule.RuleSemanticQuery;
 import com.tencent.supersonic.chat.query.QueryManager;
+import com.tencent.supersonic.chat.query.rule.RuleSemanticQuery;
 import com.tencent.supersonic.common.pojo.Constants;
 import com.tencent.supersonic.common.pojo.DateConf;
-
+import com.xkzhangsan.time.nlp.TimeNLP;
+import com.xkzhangsan.time.nlp.TimeNLPUtil;
 import java.text.DateFormat;
 import java.text.ParseException;
 import java.text.SimpleDateFormat;
 import java.time.LocalDate;
-import java.util.*;
+import java.util.Date;
+import java.util.List;
+import java.util.Stack;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
-
-import com.xkzhangsan.time.nlp.TimeNLP;
-import com.xkzhangsan.time.nlp.TimeNLPUtil;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.logging.log4j.util.Strings;
 
@@ -45,12 +45,16 @@ public class TimeRangeParser implements SemanticParser {
             if (queryContext.getCandidateQueries().size() > 0) {
                 for (SemanticQuery query : queryContext.getCandidateQueries()) {
                     query.getParseInfo().setDateInfo(dateConf);
+                    query.getParseInfo().setScore(query.getParseInfo().getScore()
+                            + dateConf.getDetectWord().length());
                 }
             } else if (QueryManager.containsRuleQuery(chatContext.getParseInfo().getQueryMode())) {
                 RuleSemanticQuery semanticQuery = QueryManager.createRuleQuery(
                         chatContext.getParseInfo().getQueryMode());
                 // inherit parse info from context
                 chatContext.getParseInfo().setDateInfo(dateConf);
+                chatContext.getParseInfo().setScore(chatContext.getParseInfo().getScore()
+                        + dateConf.getDetectWord().length());
                 semanticQuery.setParseInfo(chatContext.getParseInfo());
                 queryContext.getCandidateQueries().add(semanticQuery);
             }
@@ -60,41 +64,48 @@ public class TimeRangeParser implements SemanticParser {
     private DateConf parseDateCN(String queryText) {
         Date startDate = null;
         Date endDate;
+        String detectWord = null;
 
         List<TimeNLP> times = TimeNLPUtil.parse(queryText);
         if (times.size() > 0) {
             startDate = times.get(0).getTime();
+            detectWord = times.get(0).getTimeExpression();
         } else {
             return null;
         }
 
         if (times.size() > 1) {
             endDate = times.get(1).getTime();
+            detectWord += "~" + times.get(0).getTimeExpression();
         } else {
             endDate = startDate;
         }
 
-        return getDateConf(startDate, endDate);
+        return getDateConf(startDate, endDate, detectWord);
     }
 
     private DateConf parseDateNumber(String queryText) {
         String startDate;
         String endDate = null;
+        String detectWord = null;
 
         Matcher dateMatcher = DATE_PATTERN_NUMBER.matcher(queryText);
         if (dateMatcher.find()) {
             startDate = dateMatcher.group();
+            detectWord = startDate;
         } else {
             return null;
         }
+
         if (dateMatcher.find()) {
             endDate = dateMatcher.group();
+            detectWord += "~" + endDate;
         }
 
         endDate = endDate != null ? endDate : startDate;
 
         try {
-            return getDateConf(DATE_FORMAT_NUMBER.parse(startDate), DATE_FORMAT_NUMBER.parse(endDate));
+            return getDateConf(DATE_FORMAT_NUMBER.parse(startDate), DATE_FORMAT_NUMBER.parse(endDate), detectWord);
         } catch (ParseException e) {
             return null;
         }
@@ -134,11 +145,11 @@ public class TimeRangeParser implements SemanticParser {
                 }
                 days = days * num;
                 info.setDateMode(DateConf.DateMode.RECENT);
-                String text = "近" + num + zhPeriod;
+                String detectWord = "近" + num + zhPeriod;
                 if (Strings.isNotEmpty(m.group("periodStr"))) {
-                    text = m.group("periodStr");
+                    detectWord = m.group("periodStr");
                 }
-                info.setText(text);
+                info.setDetectWord(detectWord);
                 info.setStartDate(LocalDate.now().minusDays(days).toString());
                 info.setUnit(num);
 
@@ -173,7 +184,7 @@ public class TimeRangeParser implements SemanticParser {
         return stack.stream().mapToInt(s -> s).sum();
     }
 
-    private DateConf getDateConf(Date startDate, Date endDate) {
+    private DateConf getDateConf(Date startDate, Date endDate, String detectWord) {
         if (startDate == null || endDate == null) {
             return null;
         }
@@ -182,6 +193,7 @@ public class TimeRangeParser implements SemanticParser {
         info.setDateMode(DateConf.DateMode.BETWEEN);
         info.setStartDate(DATE_FORMAT.format(startDate));
         info.setEndDate(DATE_FORMAT.format(endDate));
+        info.setDetectWord(detectWord);
         return info;
     }
 

chat/core/src/main/java/com/tencent/supersonic/chat/persistence/dataobject/ChatConfigDO.java

@@ -1,7 +1,6 @@
 package com.tencent.supersonic.chat.persistence.dataobject;
 
 import java.util.Date;
-
 import lombok.Data;
 import lombok.ToString;
 
@@ -15,7 +14,7 @@ public class ChatConfigDO {
      */
     private Long id;
 
-    private Long domainId;
+    private Long modelId;
 
     private String chatDetailConfig;
 

chat/core/src/main/java/com/tencent/supersonic/chat/persistence/dataobject/DimValueDO.java

@@ -1,11 +1,10 @@
 package com.tencent.supersonic.chat.persistence.dataobject;
 
 
-import java.util.ArrayList;
-import java.util.List;
-
 import com.tencent.supersonic.chat.config.DefaultMetric;
 import com.tencent.supersonic.chat.config.Dim4Dict;
+import java.util.ArrayList;
+import java.util.List;
 import lombok.Data;
 import lombok.ToString;
 
@@ -14,14 +13,14 @@ import lombok.ToString;
 @ToString
 public class DimValueDO {
 
-    private Long domainId;
+    private Long modelId;
 
     private List<DefaultMetric> defaultMetricDescList = new ArrayList<>();
 
     private List<Dim4Dict> dimensions = new ArrayList<>();
 
-    public DimValueDO setDomainId(Long domainId) {
-        this.domainId = domainId;
+    public DimValueDO setModelId(Long modelId) {
+        this.modelId = modelId;
         return this;
     }
 

chat/core/src/main/java/com/tencent/supersonic/chat/persistence/dataobject/PluginDO.java

@@ -3,8 +3,9 @@ package com.tencent.supersonic.chat.persistence.dataobject;
 import java.util.Date;
 
 public class PluginDO {
+
     /**
-     * 
+     *
      */
     private Long id;
 
@@ -14,71 +15,69 @@ public class PluginDO {
     private String type;
 
     /**
-     * 
+     *
      */
-    private String domain;
+    private String model;
 
     /**
-     * 
+     *
      */
     private String pattern;
 
     /**
-     * 
+     *
      */
     private String parseMode;
 
     /**
-     * 
+     *
      */
     private String name;
 
     /**
-     * 
+     *
      */
     private Date createdAt;
 
     /**
-     * 
+     *
      */
     private String createdBy;
 
     /**
-     * 
+     *
      */
     private Date updatedAt;
 
     /**
-     * 
+     *
      */
     private String updatedBy;
 
     /**
-     * 
+     *
      */
     private String parseModeConfig;
 
     /**
-     * 
+     *
      */
     private String config;
 
     /**
-     * 
+     *
      */
     private String comment;
 
     /**
-     * 
-     * @return id 
+     * @return id
      */
     public Long getId() {
         return id;
     }
 
     /**
-     * 
-     * @param id 
+     * @param id
      */
     public void setId(Long id) {
         this.id = id;
@@ -86,6 +85,7 @@ public class PluginDO {
 
     /**
      * DASHBOARD,WIDGET,URL
+     *
      * @return type DASHBOARD,WIDGET,URL
      */
     public String getType() {
@@ -94,6 +94,7 @@ public class PluginDO {
 
     /**
      * DASHBOARD,WIDGET,URL
+     *
      * @param type DASHBOARD,WIDGET,URL
      */
     public void setType(String type) {
@@ -101,176 +102,154 @@ public class PluginDO {
     }
 
     /**
-     * 
-     * @return domain 
+     * @return model
      */
-    public String getDomain() {
-        return domain;
+    public String getModel() {
+        return model;
     }
 
     /**
-     * 
-     * @param domain 
+     * @param model
      */
-    public void setDomain(String domain) {
-        this.domain = domain == null ? null : domain.trim();
+    public void setModel(String model) {
+        this.model = model == null ? null : model.trim();
     }
 
     /**
-     * 
-     * @return pattern 
+     * @return pattern
      */
     public String getPattern() {
         return pattern;
     }
 
     /**
-     * 
-     * @param pattern 
+     * @param pattern
      */
     public void setPattern(String pattern) {
         this.pattern = pattern == null ? null : pattern.trim();
     }
 
     /**
-     * 
-     * @return parse_mode 
+     * @return parse_mode
      */
     public String getParseMode() {
         return parseMode;
     }
 
     /**
-     * 
-     * @param parseMode 
+     * @param parseMode
      */
     public void setParseMode(String parseMode) {
         this.parseMode = parseMode == null ? null : parseMode.trim();
     }
 
     /**
-     * 
-     * @return name 
+     * @return name
      */
     public String getName() {
         return name;
     }
 
     /**
-     * 
-     * @param name 
+     * @param name
      */
     public void setName(String name) {
         this.name = name == null ? null : name.trim();
     }
 
     /**
-     * 
-     * @return created_at 
+     * @return created_at
      */
     public Date getCreatedAt() {
         return createdAt;
     }
 
     /**
-     * 
-     * @param createdAt 
+     * @param createdAt
      */
     public void setCreatedAt(Date createdAt) {
         this.createdAt = createdAt;
     }
 
     /**
-     * 
-     * @return created_by 
+     * @return created_by
      */
     public String getCreatedBy() {
         return createdBy;
     }
 
     /**
-     * 
-     * @param createdBy 
+     * @param createdBy
      */
     public void setCreatedBy(String createdBy) {
         this.createdBy = createdBy == null ? null : createdBy.trim();
     }
 
     /**
-     * 
-     * @return updated_at 
+     * @return updated_at
      */
     public Date getUpdatedAt() {
         return updatedAt;
     }
 
     /**
-     * 
-     * @param updatedAt 
+     * @param updatedAt
      */
     public void setUpdatedAt(Date updatedAt) {
         this.updatedAt = updatedAt;
     }
 
     /**
-     * 
-     * @return updated_by 
+     * @return updated_by
      */
     public String getUpdatedBy() {
         return updatedBy;
     }
 
     /**
-     * 
-     * @param updatedBy 
+     * @param updatedBy
      */
     public void setUpdatedBy(String updatedBy) {
         this.updatedBy = updatedBy == null ? null : updatedBy.trim();
     }
 
     /**
-     * 
-     * @return parse_mode_config 
+     * @return parse_mode_config
      */
     public String getParseModeConfig() {
         return parseModeConfig;
     }
 
     /**
-     * 
-     * @param parseModeConfig 
+     * @param parseModeConfig
      */
     public void setParseModeConfig(String parseModeConfig) {
         this.parseModeConfig = parseModeConfig == null ? null : parseModeConfig.trim();
     }
 
     /**
-     * 
-     * @return config 
+     * @return config
      */
     public String getConfig() {
         return config;
     }
 
     /**
-     * 
-     * @param config 
+     * @param config
      */
     public void setConfig(String config) {
         this.config = config == null ? null : config.trim();
     }
 
     /**
-     * 
-     * @return comment 
+     * @return comment
      */
     public String getComment() {
         return comment;
     }
 
     /**
-     * 
-     * @param comment 
+     * @param comment
      */
     public void setComment(String comment) {
         this.comment = comment == null ? null : comment.trim();

chat/core/src/main/java/com/tencent/supersonic/chat/persistence/dataobject/PluginDOExample.java

@@ -5,6 +5,7 @@ import java.util.Date;
 import java.util.List;
 
 public class PluginDOExample {
+
     /**
      * s2_plugin
      */
@@ -31,7 +32,6 @@ public class PluginDOExample {
     protected Integer limitEnd;
 
     /**
-     *
      * @mbg.generated
      */
     public PluginDOExample() {
@@ -39,7 +39,6 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public void setOrderByClause(String orderByClause) {
@@ -47,7 +46,6 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public String getOrderByClause() {
@@ -55,7 +53,6 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public void setDistinct(boolean distinct) {
@@ -63,7 +60,6 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public boolean isDistinct() {
@@ -71,7 +67,6 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public List<Criteria> getOredCriteria() {
@@ -79,7 +74,6 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public void or(Criteria criteria) {
@@ -87,7 +81,6 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public Criteria or() {
@@ -97,7 +90,6 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public Criteria createCriteria() {
@@ -109,7 +101,6 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     protected Criteria createCriteriaInternal() {
@@ -118,7 +109,6 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public void clear() {
@@ -128,15 +118,13 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public void setLimitStart(Integer limitStart) {
-        this.limitStart=limitStart;
+        this.limitStart = limitStart;
     }
 
     /**
-     *
      * @mbg.generated
      */
     public Integer getLimitStart() {
@@ -144,15 +132,13 @@ public class PluginDOExample {
     }
 
     /**
-     *
      * @mbg.generated
      */
     public void setLimitEnd(Integer limitEnd) {
-        this.limitEnd=limitEnd;
+        this.limitEnd = limitEnd;
     }
 
     /**
-     *
      * @mbg.generated
      */
     public Integer getLimitEnd() {
@@ -163,6 +149,7 @@ public class PluginDOExample {
      * s2_plugin null
      */
     protected abstract static class GeneratedCriteria {
+
         protected List<Criterion> criteria;
 
         protected GeneratedCriteria() {
@@ -333,73 +320,73 @@ public class PluginDOExample {
             return (Criteria) this;
         }
 
-        public Criteria andDomainIsNull() {
-            addCriterion("domain is null");
+        public Criteria andModelIsNull() {
+            addCriterion("model is null");
             return (Criteria) this;
         }
 
-        public Criteria andDomainIsNotNull() {
-            addCriterion("domain is not null");
+        public Criteria andModelIsNotNull() {
+            addCriterion("model is not null");
             return (Criteria) this;
         }
 
-        public Criteria andDomainEqualTo(String value) {
-            addCriterion("domain =", value, "domain");
+        public Criteria andModelEqualTo(String value) {
+            addCriterion("model =", value, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainNotEqualTo(String value) {
-            addCriterion("domain <>", value, "domain");
+        public Criteria andModelNotEqualTo(String value) {
+            addCriterion("model <>", value, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainGreaterThan(String value) {
-            addCriterion("domain >", value, "domain");
+        public Criteria andModelGreaterThan(String value) {
+            addCriterion("model >", value, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainGreaterThanOrEqualTo(String value) {
-            addCriterion("domain >=", value, "domain");
+        public Criteria andModelGreaterThanOrEqualTo(String value) {
+            addCriterion("model >=", value, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainLessThan(String value) {
-            addCriterion("domain <", value, "domain");
+        public Criteria andModelLessThan(String value) {
+            addCriterion("model <", value, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainLessThanOrEqualTo(String value) {
-            addCriterion("domain <=", value, "domain");
+        public Criteria andModelLessThanOrEqualTo(String value) {
+            addCriterion("model <=", value, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainLike(String value) {
-            addCriterion("domain like", value, "domain");
+        public Criteria andModelLike(String value) {
+            addCriterion("model like", value, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainNotLike(String value) {
-            addCriterion("domain not like", value, "domain");
+        public Criteria andModelNotLike(String value) {
+            addCriterion("model not like", value, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainIn(List<String> values) {
-            addCriterion("domain in", values, "domain");
+        public Criteria andModelIn(List<String> values) {
+            addCriterion("model in", values, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainNotIn(List<String> values) {
-            addCriterion("domain not in", values, "domain");
+        public Criteria andModelNotIn(List<String> values) {
+            addCriterion("model not in", values, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainBetween(String value1, String value2) {
-            addCriterion("domain between", value1, value2, "domain");
+        public Criteria andModelBetween(String value1, String value2) {
+            addCriterion("model between", value1, value2, "model");
             return (Criteria) this;
         }
 
-        public Criteria andDomainNotBetween(String value1, String value2) {
-            addCriterion("domain not between", value1, value2, "domain");
+        public Criteria andModelNotBetween(String value1, String value2) {
+            addCriterion("model not between", value1, value2, "model");
             return (Criteria) this;
         }
 
@@ -888,6 +875,7 @@ public class PluginDOExample {
      * s2_plugin null
      */
     public static class Criterion {
+
         private String condition;
 
         private Object value;

chat/core/src/main/java/com/tencent/supersonic/chat/persistence/mapper/ChatConfigMapper.java

@@ -14,5 +14,5 @@ public interface ChatConfigMapper {
 
     List<ChatConfigDO> search(ChatConfigFilterInternal filterInternal);
 
-    ChatConfigDO fetchConfigByDomainId(Long domainId);
+    ChatConfigDO fetchConfigByModelId(Long modelId);
 }

chat/core/src/main/java/com/tencent/supersonic/chat/persistence/mapper/ChatQueryDOMapper.java

@@ -2,9 +2,8 @@ package com.tencent.supersonic.chat.persistence.mapper;
 
 import com.tencent.supersonic.chat.persistence.dataobject.ChatQueryDO;
 import com.tencent.supersonic.chat.persistence.dataobject.ChatQueryDOExample;
-import org.apache.ibatis.annotations.Mapper;
-
 import java.util.List;
+import org.apache.ibatis.annotations.Mapper;
 
 @Mapper
 public interface ChatQueryDOMapper {