sb.append(dm).append(value);
        sb.append(dm).append(virtualHost);
        if (sb.length() > dm.length()) {
            sb.delete(0, dm.length());
        }
        sb.insert(0, "{").append("}");
        return sb.toString();
    }

    // ===================================================================================

    }

    /**
     * Stores (creates or updates) a stemmer override item in the specified dictionary.
     *
     * If the item ID is 0, this method performs an insert operation. Otherwise,
     * it performs an update operation for the existing item.
     *
     * @param dictId The ID of the stemmer override dictionary
     * @param stemmerOvberrideItem The stemmer override item to store

import org.gradle.api.tasks.TaskProvider;
import org.gradle.api.tasks.javadoc.Javadoc;
import org.gradle.external.javadoc.StandardJavadocDocletOptions;
import org.gradle.internal.UncheckedException;

import javax.inject.Inject;
import java.io.File;
import java.io.IOException;
import java.net.URI;
import java.nio.file.Files;
import java.util.HashSet;
import java.util.Set;
import java.util.regex.Matcher;
import java.util.regex.Pattern;

    }

    /**
     * Creates a digest (abbreviated summary) of document content.
     * Truncates and normalizes content to create a summary suitable for display.
     *
     * @param responseData the response data from crawling (not currently used)
     * @param content the content to create a digest from
     * @param dataMap additional data map (not currently used)

import org.codelibs.fess.unit.UnitFessTestCase;
import org.junit.jupiter.api.Test;

public class ChatPhaseCallbackTest extends UnitFessTestCase {

    @Test
    public void test_phaseConstants() {
        assertEquals("intent", ChatPhaseCallback.PHASE_INTENT);
        assertEquals("search", ChatPhaseCallback.PHASE_SEARCH);
        assertEquals("evaluate", ChatPhaseCallback.PHASE_EVALUATE);
        assertEquals("fetch", ChatPhaseCallback.PHASE_FETCH);

    companion object {
        // Things we do not want to shade
        val DEFAULT_EXCLUDES: List<String> = listOf(
            "org/gradle",
            "java",
            "javax/annotation",
            "javax/inject",
            "javax/xml",
            "kotlin",
            "groovy",
            "groovyjarjarantlr",
            "net/rubygrapefruit",
            "org/codehaus/groovy",
            "org/apache/groovy",

        return getCharMappingFile(dictId).map(file -> file.get(id).get());
    }

    /**
     * Stores a character mapping item in the specified dictionary.
     * <p>
     * This method performs either an insert operation (for new items with ID 0)
     * or an update operation (for existing items with non-zero ID) depending on
     * the item's current state.
     * </p>
     *

                20);
        assertEquals(3, itemList1.size());

        final KuromojiItem kuromojiItem1 = new KuromojiItem(0, "token4",
                "seg4", "reading4", "pos4");
        kuromojiFile.insert(kuromojiItem1);
        final PagingList<KuromojiItem> itemList2 = kuromojiFile.selectList(0,
                20);
        assertEquals(4, itemList2.size());
        assertEquals("token4", itemList2.get(3).getToken());

    #
    #; repsEnvType = ut
    # - - - - - - - - - -/

    # /- - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    # o isLoggingInsertSql: (NotRequired - Default true)
    #  Does it show insert values on log?
    #
    #; isLoggingInsertSql = true
    # - - - - - - - - - -/

    # /- - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    # o isLoggingReplaceSql: (NotRequired - Default true)

        }
        return client;
    }

    // RAG workflow delegation methods

    /**
     * Detects the intent of a user message using the configured LLM client.
     *
     * @param userMessage the user's message
     * @return the detected intent with extracted keywords
     * @throws LlmException if LLM is not available
     */