}

    /**
     * Indexes documents from an array of maps.
     * @param documents The documents to index.
     * @return The SuggestIndexResponse.
     */
    public SuggestIndexResponse indexFromDocument(final Map<String, Object>[] documents) {
        ensureOperations();
        return contentOps.indexFromDocument(createContext(), documents);
    }

    /**

 *
 * This class encapsulates all the information returned from a search query,
 * including the list of matching documents, total record count, query execution
 * time, facet information, and metadata about the search results.
 */
public class SearchResult {

    /** The list of documents returned by the search query. */
    protected final List<Map<String, Object>> documentList;

  - name: suggest
    description: Suggest operations
  - name: favorite
    description: Favorite operations
paths:
  /documents:
    get:
      tags:
        - search
      summary: Finds documents by query
      description: Finds documents by search conditions
      operationId: searchDocuments
      parameters:
        - name: q
          in: query
          description: Search words

        Map<String, Object>[] documents = new Map[2];
        documents[0] = new HashMap<>();
        documents[0].put(field, "これはテストです");

        documents[1] = new HashMap<>();
        documents[1].put(field, "検索エンジン");

        SuggestIndexResponse response = suggester.indexer().indexFromDocument(documents);

        assertNotNull(response);

            final List<LlmMessage> history) {
        if (logger.isDebugEnabled()) {
            logger.debug("[RAG:ANSWER] generateAnswer. userMessage={}, documentCount={}, historySize={}", userMessage, documents.size(),
                    history.size());
        }
        final String context = buildContext(documents, "answer");

            }
        } catch (final IOException e) {
            logger.warn("Failed to export document: url={}", url, e);
        }
    }

    /**
     * Builds a filesystem path from a document URL.
     *
     * @param exportPath the base export directory path
     * @param url the document URL
     * @param formatter the formatter to determine file extensions
     * @return the target file path
     */

    @ValidateTypeFailure
    public Integer crudMode;

    /** The word that should trigger document elevation in search results */
    @Required
    public String suggestWord;

    /** The reading/pronunciation of the suggest word for language analysis */
    public String reading;

    /** The target label for filtering documents to be elevated */
    public String targetLabel;

 * This interface provides methods for storing documents, tracking processing metrics,
 * and committing changes to the search index.
 */
public interface IndexUpdateCallback {

    /**
     * Stores a document in the search index with the specified parameters and data.
     *
     * @param paramMap the data store parameters containing configuration and metadata
     * @param dataMap the document data to be indexed as key-value pairs
     */

    assertThat(ClassPath.toFile(new URL("file:///c:/Documents%20and%20Settings/")))
        .isEqualTo(new File("/c:/Documents and Settings/"));
    assertThat(ClassPath.toFile(new URL("file:///c:/Documents ~ Settings, or not/11-12 12:05")))
        .isEqualTo(new File("/c:/Documents ~ Settings, or not/11-12 12:05"));
  }

  // https://github.com/google/guava/issues/2152

    /**
     * Deletes documents from the specified index based on the given query.
     *
     * @param client the OpenSearch client to use for the operation
     * @param settings the suggest settings to apply
     * @param index the name of the index from which documents will be deleted
     * @param queryBuilder the query that defines which documents to delete