*/
package org.codelibs.fess.llm;

import java.util.List;
import java.util.Map;

/**
 * Interface for LLM (Large Language Model) clients.
 * Implementations provide integration with different LLM providers
 * such as Ollama, OpenAI, and Google Gemini.
 *
 * In addition to low-level chat operations, this interface defines
 * high-level RAG workflow methods that allow each provider to optimize

/**
 * Helper class for crawler logging operations.
 * Extends LogHelperImpl to provide specialized logging functionality for crawler operations,
 * including failure URL tracking and crawler statistics integration.
 */
public class CrawlerLogHelper extends LogHelperImpl {

    /**
     * Creates a new instance of CrawlerLogHelper.
     */
    public CrawlerLogHelper() {
        super();
    }

    public int getMaxMessageSize() {
        return 65536;  // 64KB for TCP
    }
    
    @Override
    public void shutdown() {
        // Nothing to clean up for TCP
    }
}
```

## 5. Integration with Existing Code

### 5.1 Transport Selection
```java
// In SmbTransportPool.java
public SmbTransport createTransport(CIFSContext context, 

import org.junit.jupiter.api.Tag;
import org.junit.jupiter.api.Test;

import io.restassured.RestAssured;
import io.restassured.path.json.JsonPath;
import io.restassured.response.Response;

/**
 * Integration tests for the Favorites API (/api/v1/favorites and /api/v1/documents/{docId}/favorite)
 * This test requires crawled documents and favorites feature to be properly configured
 */
@Tag("it")

 * high-performance RDMA operations over InfiniBand/RoCE networks.
 *
 * Note: This is a skeleton implementation. A real implementation would
 * require proper DiSNI integration with actual RDMA hardware.
 */
public class DisniRdmaConnection extends RdmaConnection {

    private static final Logger log = LoggerFactory.getLogger(DisniRdmaConnection.class);

    void testInheritance() {
        assertTrue(response instanceof ServerMessageBlock2Response);
        assertTrue(response instanceof ServerMessageBlock2);
    }

    @Test
    @DisplayName("Test decode method integration")
    void testDecodeMethodIntegration() throws Exception {
        byte[] buffer = new byte[1024];
        int bufferIndex = 0;

        // Prepare SMB2 header (64 bytes)
        // Protocol ID

- how to categorize the problems so that the id of the problem can be match to a page with descriptive help and the test
  project
- nice little sample projects that could be run in the core as well as integration tests

All Possible Errors
- invalid lifecycle phase (maybe same as bad CLI param, though you were talking about embedder too)
- <module> specified is not found
- malformed settings
- malformed POM

            SMBUtil.writeInt2(0, buffer, 14); // WriteChannelInfoLength
            // Padding bytes (4 bytes) at offset 16-19
            return buffer;
        }
    }

    @Nested
    @DisplayName("Integration Tests")
    class IntegrationTests {

        @Test
        @DisplayName("Should maintain state after multiple reads")
        void testMultipleReads() throws SMBProtocolDecodingException {

                int result = echoRequest.readBytesWireFormat(null, 0);
                assertEquals(0, result);
            });
        }
    }

    @Nested
    @DisplayName("Integration Tests")
    class IntegrationTests {

        @Test
        @DisplayName("Should work as complete request-response cycle")
        void testCompleteRequestResponseCycle() {
            // Create request

import org.elasticsearch.gradle.internal.test.Fixture
import org.gradle.api.GradleException
import org.gradle.api.tasks.Internal
import org.gradle.api.tasks.TaskProvider

/**
 * A fixture for integration tests which runs in a separate process launched by Ant.
 */
class AntFixture extends AntTask implements Fixture {

    /** The path to the executable that starts the fixture. */
    @Internal
    String executable