*
     * @param userMessage the user's message
     * @param documents the documents with content
     * @param history the conversation history
     * @param callback the streaming callback
     * @throws LlmException if LLM is not available
     */
    public void generateFaqAnswerResponse(final String userMessage, final List<Map<String, Object>> documents,

    /**
     * Creates a result with no relevant documents found.
     *
     * @return evaluation result with no relevant documents
     */
    public static RelevanceEvaluationResult noRelevantResults() {
        return new RelevanceEvaluationResult(Collections.emptyList(), Collections.emptyList(), false);
    }

    /**
     * Creates a fallback result that includes all documents as relevant.

        }

    }

    /**
     * Processes a list of access results and converts them into indexable documents.
     * Each access result is transformed into a document map and added to the document list.
     *
     * @param docList the document list to add processed documents to
     * @param accessResultList the list to track processed access results for cleanup

    /**
     * Default constructor for PurgeDocJob.
     * Creates a new instance of the document purging job with default settings.
     */
    public PurgeDocJob() {
        // Default constructor
    }

    /**
     * Executes the document purging job.
     * Removes all documents from the search index that have expired based on their expires field.
     *

     * @return JSON response with bulk operation results
     */
    // PUT /api/admin/documents/bulk
    @Execute
    public JsonResponse<ApiResult> put$bulk(final BulkBody body) {
        validateApi(body, messages -> {});
        if (body.documents == null) {
            throwValidationErrorApi(messages -> messages.addErrorsCrudFailedToCreateCrudTable(GLOBAL, "documents is required."));
        }

        int andRecordCount = JsonPath.from(andResponse).getInt("record_count");

        Map<String, String> params = new HashMap<>();
        params.put("q", query);
        params.put("num", "100");
        String response = checkMethodBase(new HashMap<>()).params(params).get("/api/v1/documents").asString();

        }
        return asJson(new ApiResponse().status(Status.OK).result());
    }

    /**
     * Deletes documents matching the given query from the search index.
     *
     * @param body the search parameters defining which documents to delete
     * @return JSON response containing the count of deleted documents
     */
    // DELETE /api/admin/searchlist/query
    @Execute

        public ChatSearchResult(final List<Map<String, Object>> documents, final String queryId, final long requestedTime) {
            this.documents = documents;
            this.queryId = queryId;
            this.requestedTime = requestedTime;
        }

        /**
         * Gets the search result documents.
         *
         * @return the list of documents
         */

 */
package org.codelibs.fess.app.web.api.admin.documents;

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

/**
 * Request body for bulk document operations containing a list of documents.
 */
public class BulkBody {

    /**
     * Creates a new instance of BulkBody.
     */
    public BulkBody() {
        // Default constructor
    }

    /**
     * List of documents to be processed in bulk operations.
     */

 */
package org.codelibs.fess.suggest.index.contents.document;

import java.io.Closeable;
import java.util.Map;

/**
 * Interface for reading documents and extracting their contents into a map.
 * Implementations of this interface should provide the logic for reading
 * documents and converting them into a key-value structure.
 *