chunking-strategy
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages (10-20%), and semantic boundary…
Provides patterns to implement persistence layers with Spring Data JPA. Use when creating repositories, configuring entity relationships, writing queries (derived and `@Query`), setting up pagination, database auditing, transactions, UUID primary keys, multiple databases, and
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Provides patterns to implement persistence layers with Spring Data JPA. Use when creating repositories, configuring entity relationships, writing queries (derived and `@Query`), setting up pagination, database auditing, transactions, UUID primary keys, multiple databases, and
name: spring-data-jpa description: Provides patterns to implement persistence layers with Spring Data JPA. Use when creating repositories, configuring entity relationships, writing queries (derived and `@Query`), setting up pagination, database auditing, transactions, UUID primary keys, multiple databases, and database indexing. allowed-tools: Read, Write, Edit, Bash, Glob, Grep
Provides patterns for Spring Data JPA repositories, entity relationships, queries, pagination, auditing, and transactions.
Creating repositories with CRUD operations, entity relationships, `@Query` annotations, pagination, auditing, or UUID primary keys.
To implement a repository interface:
1. **Extend the appropriate repository interface:**
@Repository
public interface UserRepository extends JpaRepository<User, Long> {
// Custom methods defined here
}2. **Use derived queries for simple conditions:**
Optional<User> findByEmail(String email); List<User> findByStatusOrderByCreatedDateDesc(String status);
3. **Implement custom queries with `@`Query:**
@Query("SELECT u FROM User u WHERE u.status = :status")
List<User> findActiveUsers(@Param("status") String status);1. **Define entities with proper annotations:**
@Entity
@Table(name = "users")
public class User {
@Id
@GeneratedValue(strategy = GenerationType.IDENTITY)
private Long id;
@Column(nullable = false, length = 100)
private String email;
}2. **Configure relationships using appropriate cascade types:**
@OneToMany(mappedBy = "user", cascade = CascadeType.ALL, orphanRemoval = true) private List<Order> orders = new ArrayList<>();
**Validation:** Test cascade behavior with a small dataset before applying to production data. Verify delete operations don't cascade unexpectedly.
3. **Set up database auditing:**
@CreatedDate @Column(nullable = false, updatable = false) private LocalDateTime createdDate;
1. **Use derived queries for simple conditions** 2. **Use `@`Query for complex queries** 3. **Return Optional<T> for single results** 4. **Use Pageable for pagination** 5. **Apply `@`Modifying for update/delete operations**
1. **Mark read-only operations with `@`Transactional(readOnly = true)** 2. **Use explicit transaction boundaries for modifying operations** 3. **Specify rollback conditions when needed**
**1. Verify entity configuration:**
**2. Optimize query performance:**
**3. Validate pagination:**
@Repository
public interface ProductRepository extends JpaRepository<Product, Long> {
// Derived query
List<Product> findByCategory(String category);
// Custom query
@Query("SELECT p FROM Product p WHERE p.price > :minPrice")
List<Product> findExpensiveProducts(@Param("minPrice") BigDecimal minPrice);
}@Service
public class ProductService {
private final ProductRepository repository;
public Page<Product> getProducts(int page, int size) {
Pageable pageable = PageRequest.of(page, size, Sort.by("name").ascending());
return repository.findAll(pageable);
}
}@Entity
@EntityListeners(AuditingEntityListener.class)
public class Order {
@Id
@GeneratedValue(strategy = GenerationType.IDENTITY)
private Long id;
@CreatedDate
@Column(nullable = false, updatable = false)
private LocalDateTime createdDate;
@LastModifiedDate
private LocalDateTime lastModifiedDate;
@CreatedBy
@Column(nullable = false, updatable = false)
private String createdBy;
}For comprehensive examples, detailed patterns, and advanced configurations, see:
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Repo: giuseppe-trisciuoglio/developer-kit
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