[improvement](chat) Remove unnecessary pom imports, optimize code, and adapt the test project. (#485)

common/src/main/java/com/tencent/supersonic/common/util/embedding/InMemoryS2EmbeddingStore.java

@@ -12,6 +12,9 @@ import java.util.Objects;
 import java.util.concurrent.ConcurrentHashMap;
 import lombok.extern.slf4j.Slf4j;
 
+/***
+ * Implementation of S2EmbeddingStore within the Java process's in-memory.
+ */
 @Slf4j
 public class InMemoryS2EmbeddingStore implements S2EmbeddingStore {
 

common/src/main/java/com/tencent/supersonic/common/util/embedding/PythonServiceS2EmbeddingStore.java

@@ -20,8 +20,11 @@ import org.springframework.util.CollectionUtils;
 import org.springframework.web.client.RestTemplate;
 import org.springframework.web.util.UriComponentsBuilder;
 
+/***
+ * Implementation of calling the Python service S2EmbeddingStore.
+ */
 @Slf4j
-public class PythonS2EmbeddingStore implements S2EmbeddingStore {
+public class PythonServiceS2EmbeddingStore implements S2EmbeddingStore {
 
     @Autowired
     private EmbeddingConfig embeddingConfig;

common/src/main/java/com/tencent/supersonic/common/util/embedding/S2EmbeddingStore.java

@@ -4,7 +4,7 @@ import java.util.List;
 
 /**
  * Supersonic EmbeddingStore
- * Added the functionality of adding and querying collection names.
+ * Enhanced the functionality by enabling the addition and querying of collection names.
  */
 public interface S2EmbeddingStore {