*
     * @param pairs the list of AV pairs to modify
     * @param rep the replacement AV pair
     */
    public static void replace(final List<AvPair> pairs, final AvPair rep) {
        remove(pairs, rep.getType());
        pairs.add(rep);
    }

    /**
     * Encodes a list of AV pairs into byte array format
     *
     * @param pairs the list of AV pairs to encode

    //                                               -------
    /**
     * Displays the details of a specific search log entry.
     *
     * @param crudMode the CRUD mode for the operation
     * @param logType the type of log entry
     * @param id the ID of the search log entry to display
     * @return HTML response for the search log details page
     */
    @Execute
    @Secured({ ROLE, ROLE + VIEW })

     * Writes data to the specified file path.
     *
     * @param path the file path to write to
     * @param data the data to write
     */
    protected void write(final String path, final byte[] data) {
        validateFilePath(path);
        LdiFileUtil.write(path, data);
    }

    /**
     * Validates the file path.
     *
     * @param path the file path to validate
     */

     * @param seed The seed.
     */
    public void setSeed(final String seed) {
        this.seed = seed;
    }

    /**
     * Sets the window size for rescoring.
     * @param windowSize The window size.
     */
    public void setWindowSize(final int windowSize) {
        this.windowSize = windowSize;
    }

    /**
     * Adds a tag to filter by.
     * @param tag The tag.
     */

    private String model;

    /**
     * Default constructor.
     */
    public LlmChatResponse() {
    }

    /**
     * Creates a response with the specified content.
     *
     * @param content the response content
     */
    public LlmChatResponse(final String content) {
        this.content = content;
    }

    /**
     * Gets the response content.
     *
     * @return the content

     * @return whether the context is established
     */
    boolean isEstablished();

    /**
     * Initializes the security context with the given token.
     * @param token the input token bytes
     * @param off offset into the token array
     * @param len length of token data
     * @return result token
     * @throws SmbException if an SMB protocol error occurs
     * @throws CIFSException if a general CIFS error occurs
     */

    @Nonnull
    @Override
    MessageBuilder append(char c);

    /**
     * Append content to the message buffer.
     *
     * @param value the content to append
     * @param offset the index of the first {@code char} to append
     * @param len the number of {@code char}s to append
     * @return the current builder
     */
    @Nonnull
    default MessageBuilder a(char[] value, int offset, int len) {

     * For example "foo": "bar" can replaced as "foo": "baz"
     *
     * @param key      the key to find
     * @param oldValue the value of that key to find
     * @param newValue the value used in the replacement
     * @param testName the testName to apply replacement
     */

     * Processes collection definitions and tracks the element hierarchy.
     *
     * @param uri the namespace URI, or empty string if none
     * @param localName the local name without prefix, or empty string if namespace processing is not performed
     * @param qName the qualified name with prefix, or empty string if qualified names are not available
     * @param attributes the attributes attached to the element

     *
     * @param role the message role
     * @param content the message content
     */
    public LlmMessage(final String role, final String content) {
        this.role = role;
        this.content = content;
    }

    /**
     * Creates a system message with the specified content.
     *
     * @param content the message content
     * @return a new system message