/**
 * REST API: WP_REST_Attachments_Controller class
 *
 * @package WordPress
 * @subpackage REST_API
 * @since 4.7.0
 */

/**
 * Core controller used to access attachments via the REST API.
 *
 * @since 4.7.0
 *
 * @see WP_REST_Posts_Controller
 */
class WP_REST_Attachments_Controller extends WP_REST_Posts_Controller {

	/**
	 * Whether the controller supports batching.
	 *
	 * @since 5.9.0
	 * @var false
	 */
	protected $allow_batch = false;

	/**
	 * Registers the routes for attachments.
	 *
	 * @since 5.3.0
	 *
	 * @see register_rest_route()
	 */
	public function register_routes() {
		parent::register_routes();
		register_rest_route(
			$this->namespace,
			'/' . $this->rest_base . '/(?P<id>[\d]+)/post-process',
			array(
				'methods'             => WP_REST_Server::CREATABLE,
				'callback'            => array( $this, 'post_process_item' ),
				'permission_callback' => array( $this, 'post_process_item_permissions_check' ),
				'args'                => array(
					'id'     => array(
						'description' => __( 'Unique identifier for the attachment.' ),
						'type'        => 'integer',
					),
					'action' => array(
						'type'     => 'string',
						'enum'     => array( 'create-image-subsizes' ),
						'required' => true,
					),
				),
			)
		);
		register_rest_route(
			$this->namespace,
			'/' . $this->rest_base . '/(?P<id>[\d]+)/edit',
			array(
				'methods'             => WP_REST_Server::CREATABLE,
				'callback'            => array( $this, 'edit_media_item' ),
				'permission_callback' => array( $this, 'edit_media_item_permissions_check' ),
				'args'                => $this->get_edit_media_item_args(),
			)
		);
	}

	/**
	 * Determines the allowed query_vars for a get_items() response and
	 * prepares for WP_Query.
	 *
	 * @since 4.7.0
	 *
	 * @param array           $prepared_args Optional. Array of prepared arguments. Default empty array.
	 * @param WP_REST_Request $request       Optional. Request to prepare items for.
	 * @return array Array of query arguments.
	 */
	protected function prepare_items_query( $prepared_args = array(), $request = null ) {
		$query_args = parent::prepare_items_query( $prepared_args, $request );

		if ( empty( $query_args['post_status'] ) ) {
			$query_args['post_status'] = 'inherit';
		}

		$media_types = $this->get_media_types();

		if ( ! empty( $request['media_type'] ) && isset( $media_types[ $request['media_type'] ] ) ) {
			$query_args['post_mime_type'] = $media_types[ $request['media_type'] ];
		}

		if ( ! empty( $request['mime_type'] ) ) {
			$parts = explode( '/', $request['mime_type'] );
			if ( isset( $media_types[ $parts[0] ] ) && in_array( $request['mime_type'], $media_types[ $parts[0] ], true ) ) {
				$query_args['post_mime_type'] = $request['mime_type'];
			}
		}

		// Filter query clauses to include filenames.
		if ( isset( $query_args['s'] ) ) {
			add_filter( 'wp_allow_query_attachment_by_filename', '__return_true' );
		}

		return $query_args;
	}

	/**
	 * Checks if a given request has access to create an attachment.
	 *
	 * @since 4.7.0
	 *
	 * @param WP_REST_Request $request Full details about the request.
	 * @return true|WP_Error Boolean true if the attachment may be created, or a WP_Error if not.
	 */
	public function create_item_permissions_check( $request ) {
		$ret = parent::create_item_permissions_check( $request );

		if ( ! $ret || is_wp_error( $ret ) ) {
			return $ret;
		}

		if ( ! current_user_can( 'upload_files' ) ) {
			return new WP_Error(
				'rest_cannot_create',
				__( 'Sorry, you are not allowed to upload media on this site.' ),
				array( 'status' => 400 )
			);
		}

		// Attaching media to a post requires ability to edit said post.
		if ( ! empty( $request['post'] ) && ! current_user_can( 'edit_post', (int) $request['post'] ) ) {
			return new WP_Error(
				'rest_cannot_edit',
				__( 'Sorry, you are not allowed to upload media to this post.' ),
				array( 'status' => rest_authorization_required_code() )
			);
		}

		return true;
	}

	/**
	 * Creates a single attachment.
	 *
	 * @since 4.7.0
	 *
	 * @param WP_REST_Request $request Full details about the request.
	 * @return WP_REST_Response|WP_Error Response object on success, WP_Error object on failure.
	 */
	public function create_item( $request ) {
		if ( ! empty( $request['post'] ) && in_array( get_post_type( $request['post'] ), array( 'revision', 'attachment' ), true ) ) {
			return new WP_Error(
				'rest_invalid_param',
				__( 'Invalid parent type.' ),
				array( 'status' => 400 )
			);
		}

		$insert = $this->insert_attachment( $request );

		if ( is_wp_error( $insert ) ) {
			return $insert;
		}

		$schema = $this->get_item_schema();

		// Extract by name.
		$attachment_id = $insert['attachment_id'];
		$file          = $insert['file'];

		if ( isset( $request['alt_text'] ) ) {
			update_post_meta( $attachment_id, '_wp_attachment_image_alt', sanitize_text_field( $request['alt_text'] ) );
		}

		if ( ! empty( $schema['properties']['featured_media'] ) && isset( $request['featured_media'] ) ) {
			$thumbnail_update = $this->handle_featured_media( $request['featured_media'], $attachment_id );

			if ( is_wp_error( $thumbnail_update ) ) {
				return $thumbnail_update;
			}
		}

		if ( ! empty( $schema['properties']['meta'] ) && isset( $request['meta'] ) ) {
			$meta_update = $this->meta->update_value( $request['meta'], $attachment_id );

			if ( is_wp_error( $meta_update ) ) {
				return $meta_update;
			}
		}

		$attachment    = get_post( $attachment_id );
		$fields_update = $this->update_additional_fields_for_object( $attachment, $request );

		if ( is_wp_error( $fields_update ) ) {
			return $fields_update;
		}

		$terms_update = $this->handle_terms( $attachment_id, $request );

		if ( is_wp_error( $terms_update ) ) {
			return $terms_update;
		}

		$request->set_param( 'context', 'edit' );

		/**
		 * Fires after a single attachment is completely created or updated via the REST API.
		 *
		 * @since 5.0.0
		 *
		 * @param WP_Post         $attachment Inserted or updated attachment object.
		 * @param WP_REST_Request $request    Request object.
		 * @param bool            $creating   True when creating an attachment, false when updating.
		 */
		do_action( 'rest_after_insert_attachment', $attachment, $request, true );

		wp_after_insert_post( $attachment, false, null );

		if ( wp_is_serving_rest_request() ) {
			/*
			 * Set a custom header with the attachment_id.
			 * Used by the browser/client to resume creating image sub-sizes after a PHP fatal error.
			 */
			header( 'X-WP-Upload-Attachment-ID: ' . $attachment_id );
		}

		// Include media and image functions to get access to wp_generate_attachment_metadata().
		require_once ABSPATH . 'wp-admin/includes/media.php';
		require_once ABSPATH . 'wp-admin/includes/image.php';

		/*
		 * Post-process the upload (create image sub-sizes, make PDF thumbnails, etc.) and insert attachment meta.
		 * At this point the server may run out of resources and post-processing of uploaded images may fail.
		 */
		wp_update_attachment_metadata( $attachment_id, wp_generate_attachment_metadata( $attachment_id, $file ) );

		$response = $this->prepare_item_for_response( $attachment, $request );
		$response = rest_ensure_response( $response );
		$response->set_status( 201 );
		$response->header( 'Location', rest_url( sprintf( '%s/%s/%d', $this->namespace, $this->rest_base, $attachment_id ) ) );

		return $response;
	}

	/**
	 * Inserts the attachment post in the database. Does not update the attachment meta.
	 *
	 * @since 5.3.0
	 *
	 * @param WP_REST_Request $request
	 * @return array|WP_Error
	 */
	protected function insert_attachment( $request ) {
		// Get the file via $_FILES or raw data.
		$files   = $request->get_file_params();
		$headers = $request->get_headers();

		$time = null;

		// Matches logic in media_handle_upload().
		if ( ! empty( $request['post'] ) ) {
			$post = get_post( $request['post'] );
			// The post date doesn't usually matter for pages, so don't backdate this upload.
			if ( $post && 'page' !== $post->post_type && substr( $post->post_date, 0, 4 ) > 0 ) {
				$time = $post->post_date;
			}
		}

		if ( ! empty( $files ) ) {
			$file = $this->upload_from_file( $files, $headers, $time );
		} else {
			$file = $this->upload_from_data( $request->get_body(), $headers, $time );
		}

		if ( is_wp_error( $file ) ) {
			return $file;
		}

		$name       = wp_basename( $file['file'] );
		$name_parts = pathinfo( $name );
		$name       = trim( substr( $name, 0, -( 1 + strlen( $name_parts['extension'] ) ) ) );

		$url  = $file['url'];
		$type = $file['type'];
		$file = $file['file'];

		// Include image functions to get access to wp_read_image_metadata().
		require_once ABSPATH . 'wp-admin/includes/image.php';

		// Use image exif/iptc data for title and caption defaults if possible.
		$image_meta = wp_read_image_metadata( $file );

		if ( ! empty( $image_meta ) ) {
			if ( empty( $request['title'] ) && trim( $image_meta['title'] ) && ! is_numeric( sanitize_title( $image_meta['title'] ) ) ) {
				$request['title'] = $image_meta['title'];
			}

			if ( empty( $request['caption'] ) && trim( $image_meta['caption'] ) ) {
				$request['caption'] = $image_meta['caption'];
			}
		}

		$attachment = $this->prepare_item_for_database( $request );

		$attachment->post_mime_type = $type;
		$attachment->guid           = $url;

		// If the title was not set, use the original filename.
		if ( empty( $attachment->post_title ) && ! empty( $files['file']['name'] ) ) {
			// Remove the file extension (after the last `.`)
			$tmp_title = substr( $files['file']['name'], 0, strrpos( $files['file']['name'], '.' ) );

			if ( ! empty( $tmp_title ) ) {
				$attachment->post_title = $tmp_title;
			}
		}

		// Fall back to the original approach.
		if ( empty( $attachment->post_title ) ) {
			$attachment->post_title = preg_replace( '/\.[^.]+$/', '', wp_basename( $file ) );
		}

		// $post_parent is inherited from $attachment['post_parent'].
		$id = wp_insert_attachment( wp_slash( (array) $attachment ), $file, 0, true, false );

		if ( is_wp_error( $id ) ) {
			if ( 'db_update_error' === $id->get_error_code() ) {
				$id->add_data( array( 'status' => 500 ) );
			} else {
				$id->add_data( array( 'status' => 400 ) );
			}

			return $id;
		}

		$attachment = get_post( $id );

		/**
		 * Fires after a single attachment is created or updated via the REST API.
		 *
		 * @since 4.7.0
		 *
		 * @param WP_Post         $attachment Inserted or updated attachment
		 *                                    object.
		 * @param WP_REST_Request $request    The request sent to the API.
		 * @param bool            $creating   True when creating an attachment, false when updating.
		 */
		do_action( 'rest_insert_attachment', $attachment, $request, true );

		return array(
			'attachment_id' => $id,
			'file'          => $file,
		);
	}

	/**
	 * Determines the featured media based on a request param.
	 *
	 * @since 6.5.0
	 *
	 * @param int $featured_media Featured Media ID.
	 * @param int $post_id        Post ID.
	 * @return bool|WP_Error Whether the post thumbnail was successfully deleted, otherwise WP_Error.
	 */
	protected function handle_featured_media( $featured_media, $post_id ) {
		$post_type         = get_post_type( $post_id );
		$thumbnail_support = current_theme_supports( 'post-thumbnails', $post_type ) && post_type_supports( $post_type, 'thumbnail' );

		// Similar check as in wp_insert_post().
		if ( ! $thumbnail_support && get_post_mime_type( $post_id ) ) {
			if ( wp_attachment_is( 'audio', $post_id ) ) {
				$thumbnail_support = post_type_supports( 'attachment:audio', 'thumbnail' ) || current_theme_supports( 'post-thumbnails', 'attachment:audio' );
			} elseif ( wp_attachment_is( 'video', $post_id ) ) {
				$thumbnail_support = post_type_supports( 'attachment:video', 'thumbnail' ) || current_theme_supports( 'post-thumbnails', 'attachment:video' );
			}
		}

		if ( $thumbnail_support ) {
			return parent::handle_featured_media( $featured_media, $post_id );
		}

		return new WP_Error(
			'rest_no_featured_media',
			sprintf(
				/* translators: %s: attachment mime type */
				__( 'This site does not support post thumbnails on attachments with MIME type %s.' ),
				get_post_mime_type( $post_id )
			),
			array( 'status' => 400 )
		);
	}

	/**
	 * Updates a single attachment.
	 *
	 * @since 4.7.0
	 *
	 * @param WP_REST_Request $request Full details about the request.
	 * @return WP_REST_Response|WP_Error Response object on success, WP_Error object on failure.
	 */
	public function update_item( $request ) {
		if ( ! empty( $request['post'] ) && in_array( get_post_type( $request['post'] ), array( 'revision', 'attachment' ), true ) ) {
			return new WP_Error(
				'rest_invalid_param',
				__( 'Invalid parent type.' ),
				array( 'status' => 400 )
			);
		}

		$attachment_before = get_post( $request['id'] );
		$response          = parent::update_item( $request );

		if ( is_wp_error( $response ) ) {
			return $response;
		}

		$response = rest_ensure_response( $response );
		$data     = $response->get_data();

		if ( isset( $request['alt_text'] ) ) {
			update_post_meta( $data['id'], '_wp_attachment_image_alt', $request['alt_text'] );
		}

		$attachment = get_post( $request['id'] );

		if ( ! empty( $schema['properties']['featured_media'] ) && isset( $request['featured_media'] ) ) {
			$thumbnail_update = $this->handle_featured_media( $request['featured_media'], $attachment->ID );

			if ( is_wp_error( $thumbnail_update ) ) {
				return $thumbnail_update;
			}
		}

		$fields_update = $this->update_additional_fields_for_object( $attachment, $request );

		if ( is_wp_error( $fields_update ) ) {
			return $fields_update;
		}

		$request->set_param( 'context', 'edit' );

		/** This action is documented in wp-includes/rest-api/endpoints/class-wp-rest-attachments-controller.php */
		do_action( 'rest_after_insert_attachment', $attachment, $request, false );

		wp_after_insert_post( $attachment, true, $attachment_before );

		$response = $this->prepare_item_for_response( $attachment, $request );
		$response = rest_ensure_response( $response );

		return $response;
	}

	/**
	 * Performs post processing on an attachment.
	 *
	 * @since 5.3.0
	 *
	 * @param WP_REST_Request $request Full details about the request.
	 * @return WP_REST_Response|WP_Error Response object on success, WP_Error object on failure.
	 */
	public function post_process_item( $request ) {
		switch ( $request['action'] ) {
			case 'create-image-subsizes':
				require_once ABSPATH . 'wp-admin/includes/image.php';
				wp_update_image_subsizes( $request['id'] );
				break;
		}

		$request['context'] = 'edit';

		return $this->prepare_item_for_response( get_post( $request['id'] ), $request );
	}

	/**
	 * Checks if a given request can perform post processing on an attachment.
	 *
	 * @since 5.3.0
	 *
	 * @param WP_REST_Request $request Full details about the request.
	 * @return true|WP_Error True if the request has access to update the item, WP_Error object otherwise.
	 */
	public function post_process_item_permissions_check( $request ) {
		return $this->update_item_permissions_check( $request );
	}

	/**
	 * Checks if a given request has access to editing media.
	 *
	 * @since 5.5.0
	 *
	 * @param WP_REST_Request $request Full details about the request.
	 * @return true|WP_Error True if the request has read access, WP_Error object otherwise.
	 */
	public function edit_media_item_permissions_check( $request ) {
		if ( ! current_user_can( 'upload_files' ) ) {
			return new WP_Error(
				'rest_cannot_edit_image',
				__( 'Sorry, you are not allowed to upload media on this site.' ),
				array( 'status' => rest_authorization_required_code() )
			);
		}

		return $this->update_item_permissions_check( $request );
	}

	/**
	 * Applies edits to a media item and creates a new attachment record.
	 *
	 * @since 5.5.0
	 *
	 * @param WP_REST_Request $request Full details about the request.
	 * @return WP_REST_Response|WP_Error Response object on success, WP_Error object on failure.
	 */
	public function edit_media_item( $request ) {
		require_once ABSPATH . 'wp-admin/includes/image.php';

		$attachment_id = $request['id'];

		// This also confirms the attachment is an image.
		$image_file = wp_get_original_image_path( $attachment_id );
		$image_meta = wp_get_attachment_metadata( $attachment_id );

		if (
			! $image_meta ||
			! $image_file ||
			! wp_image_file_matches_image_meta( $request['src'], $image_meta, $attachment_id )
		) {
			return new WP_Error(
				'rest_unknown_attachment',
				__( 'Unable to get meta information for file.' ),
				array( 'status' => 404 )
			);
		}

		$supported_types = array( 'image/jpeg', 'image/png', 'image/gif', 'image/webp', 'image/avif' );
		$mime_type       = get_post_mime_type( $attachment_id );
		if ( ! in_array( $mime_type, $supported_types, true ) ) {
			return new WP_Error(
				'rest_cannot_edit_file_type',
				__( 'This type of file cannot be edited.' ),
				array( 'status' => 400 )
			);
		}

		// The `modifiers` param takes precedence over the older format.
		if ( isset( $request['modifiers'] ) ) {
			$modifiers = $request['modifiers'];
		} else {
			$modifiers = array();

			if ( ! empty( $request['rotation'] ) ) {
				$modifiers[] = array(
					'type' => 'rotate',
					'args' => array(
						'angle' => $request['rotation'],
					),
				);
			}

			if ( isset( $request['x'], $request['y'], $request['width'], $request['height'] ) ) {
				$modifiers[] = array(
					'type' => 'crop',
					'args' => array(
						'left'   => $request['x'],
						'top'    => $request['y'],
						'width'  => $request['width'],
						'height' => $request['height'],
					),
				);
			}

			if ( 0 === count( $modifiers ) ) {
				return new WP_Error(
					'rest_image_not_edited',
					__( 'The image was not edited. Edit the image before applying the changes.' ),
					array( 'status' => 400 )
				);
			}
		}

		/*
		 * If the file doesn't exist, attempt a URL fopen on the src link.
		 * This can occur with certain file replication plugins.
		 * Keep the original file path to get a modified name later.
		 */
		$image_file_to_edit = $image_file;
		if ( ! file_exists( $image_file_to_edit ) ) {
			$image_file_to_edit = _load_image_to_edit_path( $attachment_id );
		}

		$image_editor = wp_get_image_editor( $image_file_to_edit );

		if ( is_wp_error( $image_editor ) ) {
			return new WP_Error(
				'rest_unknown_image_file_type',
				__( 'Unable to edit this image.' ),
				array( 'status' => 500 )
			);
		}

		foreach ( $modifiers as $modifier ) {
			$args = $modifier['args'];
			switch ( $modifier['type'] ) {
				case 'rotate':
					// Rotation direction: clockwise vs. counter clockwise.
					$rotate = 0 - $args['angle'];

					if ( 0 !== $rotate ) {
						$result = $image_editor->rotate( $rotate );

						if ( is_wp_error( $result ) ) {
							return new WP_Error(
								'rest_image_rotation_failed',
								__( 'Unable to rotate this image.' ),
								array( 'status' => 500 )
							);
						}
					}

					break;

				case 'crop':
					$size = $image_editor->get_size();

					$crop_x = (int) round( ( $size['width'] * $args['left'] ) / 100.0 );
					$crop_y = (int) round( ( $size['height'] * $args['top'] ) / 100.0 );
					$width  = (int) round( ( $size['width'] * $args['width'] ) / 100.0 );
					$height = (int) round( ( $size['height'] * $args['height'] ) / 100.0 );

					if ( $size['width'] !== $width || $size['height'] !== $height ) {
						$result = $image_editor->crop( $crop_x, $crop_y, $width, $height );

						if ( is_wp_error( $result ) ) {
							return new WP_Error(
								'rest_image_crop_failed',
								__( 'Unable to crop this image.' ),
								array( 'status' => 500 )
							);
						}
					}

					break;

			}
		}

		// Calculate the file name.
		$image_ext  = pathinfo( $image_file, PATHINFO_EXTENSION );
		$image_name = wp_basename( $image_file, ".{$image_ext}" );

		/*
		 * Do not append multiple `-edited` to the file name.
		 * The user may be editing a previously edited image.
		 */
		if ( preg_match( '/-edited(-\d+)?$/', $image_name ) ) {
			// Remove any `-1`, `-2`, etc. `wp_unique_filename()` will add the proper number.
			$image_name = preg_replace( '/-edited(-\d+)?$/', '-edited', $image_name );
		} else {
			// Append `-edited` before the extension.
			$image_name .= '-edited';
		}

		$filename = "{$image_name}.{$image_ext}";

		// Create the uploads sub-directory if needed.
		$uploads = wp_upload_dir();

		// Make the file name unique in the (new) upload directory.
		$filename = wp_unique_filename( $uploads['path'], $filename );

		// Save to disk.
		$saved = $image_editor->save( $uploads['path'] . "/$filename" );

		if ( is_wp_error( $saved ) ) {
			return $saved;
		}

		// Create new attachment post.
		$new_attachment_post = array(
			'post_mime_type' => $saved['mime-type'],
			'guid'           => $uploads['url'] . "/$filename",
			'post_title'     => $image_name,
			'post_content'   => '',
		);

		// Copy post_content, post_excerpt, and post_title from the edited image's attachment post.
		$attachment_post = get_post( $attachment_id );

		if ( $attachment_post ) {
			$new_attachment_post['post_content'] = $attachment_post->post_content;
			$new_attachment_post['post_excerpt'] = $attachment_post->post_excerpt;
			$new_attachment_post['post_title']   = $attachment_post->post_title;
		}

		$new_attachment_id = wp_insert_attachment( wp_slash( $new_attachment_post ), $saved['path'], 0, true );

		if ( is_wp_error( $new_attachment_id ) ) {
			if ( 'db_update_error' === $new_attachment_id->get_error_code() ) {
				$new_attachment_id->add_data( array( 'status' => 500 ) );
			} else {
				$new_attachment_id->add_data( array( 'status' => 400 ) );
			}

			return $new_attachment_id;
		}

		// Copy the image alt text from the edited image.
		$image_alt = get_post_meta( $attachment_id, '_wp_attachment_image_alt', true );

		if ( ! empty( $image_alt ) ) {
			// update_post_meta() expects slashed.
			update_post_meta( $new_attachment_id, '_wp_attachment_image_alt', wp_slash( $image_alt ) );
		}

		if ( wp_is_serving_rest_request() ) {
			/*
			 * Set a custom header with the attachment_id.
			 * Used by the browser/client to resume creating image sub-sizes after a PHP fatal error.
			 */
			header( 'X-WP-Upload-Attachment-ID: ' . $new_attachment_id );
		}

		// Generate image sub-sizes and meta.
		$new_image_meta = wp_generate_attachment_metadata( $new_attachment_id, $saved['path'] );

		// Copy the EXIF metadata from the original attachment if not generated for the edited image.
		if ( isset( $image_meta['image_meta'] ) && isset( $new_image_meta['image_meta'] ) && is_array( $new_image_meta['image_meta'] ) ) {
			// Merge but skip empty values.
			foreach ( (array) $image_meta['image_meta'] as $key => $value ) {
				if ( empty( $new_image_meta['image_meta'][ $key ] ) && ! empty( $value ) ) {
					$new_image_meta['image_meta'][ $key ] = $value;
				}
			}
		}

		// Reset orientation. At this point the image is edited and orientation is correct.
		if ( ! empty( $new_image_meta['image_meta']['orientation'] ) ) {
			$new_image_meta['image_meta']['orientation'] = 1;
		}

		// The attachment_id may change if the site is exported and imported.
		$new_image_meta['parent_image'] = array(
			'attachment_id' => $attachment_id,
			// Path to the originally uploaded image file relative to the uploads directory.
			'file'          => _wp_relative_upload_path( $image_file ),
		);

		/**
		 * Filters the meta data for the new image created by editing an existing image.
		 *
		 * @since 5.5.0
		 *
		 * @param array $new_image_meta    Meta data for the new image.
		 * @param int   $new_attachment_id Attachment post ID for the new image.
		 * @param int   $attachment_id     Attachment post ID for the edited (parent) image.
		 */
		$new_image_meta = apply_filters( 'wp_edited_image_metadata', $new_image_meta, $new_attachment_id, $attachment_id );

		wp_update_attachment_metadata( $new_attachment_id, $new_image_meta );

		$response = $this->prepare_item_for_response( get_post( $new_attachment_id ), $request );
		$response->set_status( 201 );
		$response->header( 'Location', rest_url( sprintf( '%s/%s/%s', $this->namespace, $this->rest_base, $new_attachment_id ) ) );

		return $response;
	}

	/**
	 * Prepares a single attachment for create or update.
	 *
	 * @since 4.7.0
	 *
	 * @param WP_REST_Request $request Request object.
	 * @return stdClass|WP_Error Post object.
	 */
	protected function prepare_item_for_database( $request ) {
		$prepared_attachment = parent::prepare_item_for_database( $request );

		// Attachment caption (post_excerpt internally).
		if ( isset( $request['caption'] ) ) {
			if ( is_string( $request['caption'] ) ) {
				$prepared_attachment->post_excerpt = $request['caption'];
			} elseif ( isset( $request['caption']['raw'] ) ) {
				$prepared_attachment->post_excerpt = $request['caption']['raw'];
			}
		}

		// Attachment description (post_content internally).
		if ( isset( $request['description'] ) ) {
			if ( is_string( $request['description'] ) ) {
				$prepared_attachment->post_content = $request['description'];
			} elseif ( isset( $request['description']['raw'] ) ) {
				$prepared_attachment->post_content = $request['description']['raw'];
			}
		}

		if ( isset( $request['post'] ) ) {
			$prepared_attachment->post_parent = (int) $request['post'];
		}

		return $prepared_attachment;
	}

	/**
	 * Prepares a single attachment output for response.
	 *
	 * @since 4.7.0
	 * @since 5.9.0 Renamed `$post` to `$item` to match parent class for PHP 8 named parameter support.
	 *
	 * @param WP_Post         $item    Attachment object.
	 * @param WP_REST_Request $request Request object.
	 * @return WP_REST_Response Response object.
	 */
	public function prepare_item_for_response( $item, $request ) {
		// Restores the more descriptive, specific name for use within this method.
		$post = $item;

		$response = parent::prepare_item_for_response( $post, $request );
		$fields   = $this->get_fields_for_response( $request );
		$data     = $response->get_data();

		if ( in_array( 'description', $fields, true ) ) {
			$data['description'] = array(
				'raw'      => $post->post_content,
				/** This filter is documented in wp-includes/post-template.php */
				'rendered' => apply_filters( 'the_content', $post->post_content ),
			);
		}

		if ( in_array( 'caption', $fields, true ) ) {
			/** This filter is documented in wp-includes/post-template.php */
			$caption = apply_filters( 'get_the_excerpt', $post->post_excerpt, $post );

			/** This filter is documented in wp-includes/post-template.php */
			$caption = apply_filters( 'the_excerpt', $caption );

			$data['caption'] = array(
				'raw'      => $post->post_excerpt,
				'rendered' => $caption,
			);
		}

		if ( in_array( 'alt_text', $fields, true ) ) {
			$data['alt_text'] = get_post_meta( $post->ID, '_wp_attachment_image_alt', true );
		}

		if ( in_array( 'media_type', $fields, true ) ) {
			$data['media_type'] = wp_attachment_is_image( $post->ID ) ? 'image' : 'file';
		}

		if ( in_array( 'mime_type', $fields, true ) ) {
			$data['mime_type'] = $post->post_mime_type;
		}

		if ( in_array( 'media_details', $fields, true ) ) {
			$data['media_details'] = wp_get_attachment_metadata( $post->ID );

			// Ensure empty details is an empty object.
			if ( empty( $data['media_details'] ) ) {
				$data['media_details'] = new stdClass();
			} elseif ( ! empty( $data['media_details']['sizes'] ) ) {

				foreach ( $data['media_details']['sizes'] as $size => &$size_data ) {

					if ( isset( $size_data['mime-type'] ) ) {
						$size_data['mime_type'] = $size_data['mime-type'];
						unset( $size_data['mime-type'] );
					}

					// Use the same method image_downsize() does.
					$image_src = wp_get_attachment_image_src( $post->ID, $size );
					if ( ! $image_src ) {
						continue;
					}

					$size_data['source_url'] = $image_src[0];
				}

				$full_src = wp_get_attachment_image_src( $post->ID, 'full' );

				if ( ! empty( $full_src ) ) {
					$data['media_details']['sizes']['full'] = array(
						'file'       => wp_basename( $full_src[0] ),
						'width'      => $full_src[1],
						'height'     => $full_src[2],
						'mime_type'  => $post->post_mime_type,
						'source_url' => $full_src[0],
					);
				}
			} else {
				$data['media_details']['sizes'] = new stdClass();
			}
		}

		if ( in_array( 'post', $fields, true ) ) {
			$data['post'] = ! empty( $post->post_parent ) ? (int) $post->post_parent : null;
		}

		if ( in_array( 'source_url', $fields, true ) ) {
			$data['source_url'] = wp_get_attachment_url( $post->ID );
		}

		if ( in_array( 'missing_image_sizes', $fields, true ) ) {
			require_once ABSPATH . 'wp-admin/includes/image.php';
			$data['missing_image_sizes'] = array_keys( wp_get_missing_image_subsizes( $post->ID ) );
		}

		$context = ! empty( $request['context'] ) ? $request['context'] : 'view';

		$data = $this->filter_response_by_context( $data, $context );

		$links = $response->get_links();

		// Wrap the data in a response object.
		$response = rest_ensure_response( $data );

		foreach ( $links as $rel => $rel_links ) {
			foreach ( $rel_links as $link ) {
				$response->add_link( $rel, $link['href'], $link['attributes'] );
			}
		}

		/**
		 * Filters an attachment returned from the REST API.
		 *
		 * Allows modification of the attachment right before it is returned.
		 *
		 * @since 4.7.0
		 *
		 * @param WP_REST_Response $response The response object.
		 * @param WP_Post          $post     The original attachment post.
		 * @param WP_REST_Request  $request  Request used to generate the response.
		 */
		return apply_filters( 'rest_prepare_attachment', $response, $post, $request );
	}

	/**
	 * Retrieves the attachment's schema, conforming to JSON Schema.
	 *
	 * @since 4.7.0
	 *
	 * @return array Item schema as an array.
	 */
	public function get_item_schema() {
		if ( $this->schema ) {
			return $this->add_additional_fields_schema( $this->schema );
		}

		$schema = parent::get_item_schema();

		$schema['properties']['alt_text'] = array(
			'description' => __( 'Alternative text to display when attachment is not displayed.' ),
			'type'        => 'string',
			'context'     => array( 'view', 'edit', 'embed' ),
			'arg_options' => array(
				'sanitize_callback' => 'sanitize_text_field',
			),
		);

		$schema['properties']['caption'] = array(
			'description' => __( 'The attachment caption.' ),
			'type'        => 'object',
			'context'     => array( 'view', 'edit', 'embed' ),
			'arg_options' => array(
				'sanitize_callback' => null, // Note: sanitization implemented in self::prepare_item_for_database().
				'validate_callback' => null, // Note: validation implemented in self::prepare_item_for_database().
			),
			'properties'  => array(
				'raw'      => array(
					'description' => __( 'Caption for the attachment, as it exists in the database.' ),
					'type'        => 'string',
					'context'     => array( 'edit' ),
				),
				'rendered' => array(
					'description' => __( 'HTML caption for the attachment, transformed for display.' ),
					'type'        => 'string',
					'context'     => array( 'view', 'edit', 'embed' ),
					'readonly'    => true,
				),
			),
		);

		$schema['properties']['description'] = array(
			'description' => __( 'The attachment description.' ),
			'type'        => 'object',
			'context'     => array( 'view', 'edit' ),
			'arg_options' => array(
				'sanitize_callback' => null, // Note: sanitization implemented in self::prepare_item_for_database().
				'validate_callback' => null, // Note: validation implemented in self::prepare_item_for_database().
			),
			'properties'  => array(
				'raw'      => array(
					'description' => __( 'Description for the attachment, as it exists in the database.' ),
					'type'        => 'string',
					'context'     => array( 'edit' ),
				),
				'rendered' => array(
					'description' => __( 'HTML description for the attachment, transformed for display.' ),
					'type'        => 'string',
					'context'     => array( 'view', 'edit' ),
					'readonly'    => true,
				),
			),
		);

		$schema['properties']['media_type'] = array(
			'description' => __( 'Attachment type.' ),
			'type'        => 'string',
			'enum'        => array( 'image', 'file' ),
			'context'     => array( 'view', 'edit', 'embed' ),
			'readonly'    => true,
		);

		$schema['properties']['mime_type'] = array(
			'description' => __( 'The attachment MIME type.' ),
			'type'        => 'string',
			'context'     => array( 'view', 'edit', 'embed' ),
			'readonly'    => true,
		);

		$schema['properties']['media_details'] = array(
			'description' => __( 'Details about the media file, specific to its type.' ),
			'type'        => 'object',
			'context'     => array( 'view', 'edit', 'embed' ),
			'readonly'    => true,
		);

		$schema['properties']['post'] = array(
			'description' => __( 'The ID for the associated post of the attachment.' ),
			'type'        => 'integer',
			'context'     => array( 'view', 'edit' ),
		);

		$schema['properties']['source_url'] = array(
			'description' => __( 'URL to the original attachment file.' ),
			'type'        => 'string',
			'format'      => 'uri',
			'context'     => array( 'view', 'edit', 'embed' ),
			'readonly'    => true,
		);

		$schema['properties']['missing_image_sizes'] = array(
			'description' => __( 'List of the missing image sizes of the attachment.' ),
			'type'        => 'array',
			'items'       => array( 'type' => 'string' ),
			'context'     => array( 'edit' ),
			'readonly'    => true,
		);

		unset( $schema['properties']['password'] );

		$this->schema = $schema;

		return $this->add_additional_fields_schema( $this->schema );
	}

	/**
	 * Handles an upload via raw POST data.
	 *
	 * @since 4.7.0
	 * @since 6.6.0 Added the `$time` parameter.
	 *
	 * @param string      $data    Supplied file data.
	 * @param array       $headers HTTP headers from the request.
	 * @param string|null $time    Optional. Time formatted in 'yyyy/mm'. Default null.
	 * @return array|WP_Error Data from wp_handle_sideload().
	 */
	protected function upload_from_data( $data, $headers, $time = null ) {
		if ( empty( $data ) ) {
			return new WP_Error(
				'rest_upload_no_data',
				__( 'No data supplied.' ),
				array( 'status' => 400 )
			);
		}

		if ( empty( $headers['content_type'] ) ) {
			return new WP_Error(
				'rest_upload_no_content_type',
				__( 'No Content-Type supplied.' ),
				array( 'status' => 400 )
			);
		}

		if ( empty( $headers['content_disposition'] ) ) {
			return new WP_Error(
				'rest_upload_no_content_disposition',
				__( 'No Content-Disposition supplied.' ),
				array( 'status' => 400 )
			);
		}

		$filename = self::get_filename_from_disposition( $headers['content_disposition'] );

		if ( empty( $filename ) ) {
			return new WP_Error(
				'rest_upload_invalid_disposition',
				__( 'Invalid Content-Disposition supplied. Content-Disposition needs to be formatted as `attachment; filename="image.png"` or similar.' ),
				array( 'status' => 400 )
			);
		}

		if ( ! empty( $headers['content_md5'] ) ) {
			$content_md5 = array_shift( $headers['content_md5'] );
			$expected    = trim( $content_md5 );
			$actual      = md5( $data );

			if ( $expected !== $actual ) {
				return new WP_Error(
					'rest_upload_hash_mismatch',
					__( 'Content hash did not match expected.' ),
					array( 'status' => 412 )
				);
			}
		}

		// Get the content-type.
		$type = array_shift( $headers['content_type'] );

		// Include filesystem functions to get access to wp_tempnam() and wp_handle_sideload().
		require_once ABSPATH . 'wp-admin/includes/file.php';

		// Save the file.
		$tmpfname = wp_tempnam( $filename );

		$fp = fopen( $tmpfname, 'w+' );

		if ( ! $fp ) {
			return new WP_Error(
				'rest_upload_file_error',
				__( 'Could not open file handle.' ),
				array( 'status' => 500 )
			);
		}

		fwrite( $fp, $data );
		fclose( $fp );

		// Now, sideload it in.
		$file_data = array(
			'error'    => null,
			'tmp_name' => $tmpfname,
			'name'     => $filename,
			'type'     => $type,
		);

		$size_check = self::check_upload_size( $file_data );
		if ( is_wp_error( $size_check ) ) {
			return $size_check;
		}

		$overrides = array(
			'test_form' => false,
		);

		$sideloaded = wp_handle_sideload( $file_data, $overrides, $time );

		if ( isset( $sideloaded['error'] ) ) {
			@unlink( $tmpfname );

			return new WP_Error(
				'rest_upload_sideload_error',
				$sideloaded['error'],
				array( 'status' => 500 )
			);
		}

		return $sideloaded;
	}

	/**
	 * Parses filename from a Content-Disposition header value.
	 *
	 * As per RFC6266:
	 *
	 *     content-disposition = "Content-Disposition" ":"
	 *                            disposition-type *( ";" disposition-parm )
	 *
	 *     disposition-type    = "inline" | "attachment" | disp-ext-type
	 *                         ; case-insensitive
	 *     disp-ext-type       = token
	 *
	 *     disposition-parm    = filename-parm | disp-ext-parm
	 *
	 *     filename-parm       = "filename" "=" value
	 *                         | "filename*" "=" ext-value
	 *
	 *     disp-ext-parm       = token "=" value
	 *                         | ext-token "=" ext-value
	 *     ext-token           = <the characters in token, followed by "*">
	 *
	 * @since 4.7.0
	 *
	 * @link https://tools.ietf.org/html/rfc2388
	 * @link https://tools.ietf.org/html/rfc6266
	 *
	 * @param string[] $disposition_header List of Content-Disposition header values.
	 * @return string|null Filename if available, or null if not found.
	 */
	public static function get_filename_from_disposition( $disposition_header ) {
		// Get the filename.
		$filename = null;

		foreach ( $disposition_header as $value ) {
			$value = trim( $value );

			if ( ! str_contains( $value, ';' ) ) {
				continue;
			}

			list( $type, $attr_parts ) = explode( ';', $value, 2 );

			$attr_parts = explode( ';', $attr_parts );
			$attributes = array();

			foreach ( $attr_parts as $part ) {
				if ( ! str_contains( $part, '=' ) ) {
					continue;
				}

				list( $key, $value ) = explode( '=', $part, 2 );

				$attributes[ trim( $key ) ] = trim( $value );
			}

			if ( empty( $attributes['filename'] ) ) {
				continue;
			}

			$filename = trim( $attributes['filename'] );

			// Unquote quoted filename, but after trimming.
			if ( str_starts_with( $filename, '"' ) && str_ends_with( $filename, '"' ) ) {
				$filename = substr( $filename, 1, -1 );
			}
		}

		return $filename;
	}

	/**
	 * Retrieves the query params for collections of attachments.
	 *
	 * @since 4.7.0
	 *
	 * @return array Query parameters for the attachment collection as an array.
	 */
	public function get_collection_params() {
		$params                            = parent::get_collection_params();
		$params['status']['default']       = 'inherit';
		$params['status']['items']['enum'] = array( 'inherit', 'private', 'trash' );
		$media_types                       = $this->get_media_types();

		$params['media_type'] = array(
			'default'     => null,
			'description' => __( 'Limit result set to attachments of a particular media type.' ),
			'type'        => 'string',
			'enum'        => array_keys( $media_types ),
		);

		$params['mime_type'] = array(
			'default'     => null,
			'description' => __( 'Limit result set to attachments of a particular MIME type.' ),
			'type'        => 'string',
		);

		return $params;
	}

	/**
	 * Handles an upload via multipart/form-data ($_FILES).
	 *
	 * @since 4.7.0
	 * @since 6.6.0 Added the `$time` parameter.
	 *
	 * @param array       $files   Data from the `$_FILES` superglobal.
	 * @param array       $headers HTTP headers from the request.
	 * @param string|null $time    Optional. Time formatted in 'yyyy/mm'. Default null.
	 * @return array|WP_Error Data from wp_handle_upload().
	 */
	protected function upload_from_file( $files, $headers, $time = null ) {
		if ( empty( $files ) ) {
			return new WP_Error(
				'rest_upload_no_data',
				__( 'No data supplied.' ),
				array( 'status' => 400 )
			);
		}

		// Verify hash, if given.
		if ( ! empty( $headers['content_md5'] ) ) {
			$content_md5 = array_shift( $headers['content_md5'] );
			$expected    = trim( $content_md5 );
			$actual      = md5_file( $files['file']['tmp_name'] );

			if ( $expected !== $actual ) {
				return new WP_Error(
					'rest_upload_hash_mismatch',
					__( 'Content hash did not match expected.' ),
					array( 'status' => 412 )
				);
			}
		}

		// Pass off to WP to handle the actual upload.
		$overrides = array(
			'test_form' => false,
		);

		// Bypasses is_uploaded_file() when running unit tests.
		if ( defined( 'DIR_TESTDATA' ) && DIR_TESTDATA ) {
			$overrides['action'] = 'wp_handle_mock_upload';
		}

		$size_check = self::check_upload_size( $files['file'] );
		if ( is_wp_error( $size_check ) ) {
			return $size_check;
		}

		// Include filesystem functions to get access to wp_handle_upload().
		require_once ABSPATH . 'wp-admin/includes/file.php';

		$file = wp_handle_upload( $files['file'], $overrides, $time );

		if ( isset( $file['error'] ) ) {
			return new WP_Error(
				'rest_upload_unknown_error',
				$file['error'],
				array( 'status' => 500 )
			);
		}

		return $file;
	}

	/**
	 * Retrieves the supported media types.
	 *
	 * Media types are considered the MIME type category.
	 *
	 * @since 4.7.0
	 *
	 * @return array Array of supported media types.
	 */
	protected function get_media_types() {
		$media_types = array();

		foreach ( get_allowed_mime_types() as $mime_type ) {
			$parts = explode( '/', $mime_type );

			if ( ! isset( $media_types[ $parts[0] ] ) ) {
				$media_types[ $parts[0] ] = array();
			}

			$media_types[ $parts[0] ][] = $mime_type;
		}

		return $media_types;
	}

	/**
	 * Determine if uploaded file exceeds space quota on multisite.
	 *
	 * Replicates check_upload_size().
	 *
	 * @since 4.9.8
	 *
	 * @param array $file $_FILES array for a given file.
	 * @return true|WP_Error True if can upload, error for errors.
	 */
	protected function check_upload_size( $file ) {
		if ( ! is_multisite() ) {
			return true;
		}

		if ( get_site_option( 'upload_space_check_disabled' ) ) {
			return true;
		}

		$space_left = get_upload_space_available();

		$file_size = filesize( $file['tmp_name'] );

		if ( $space_left < $file_size ) {
			return new WP_Error(
				'rest_upload_limited_space',
				/* translators: %s: Required disk space in kilobytes. */
				sprintf( __( 'Not enough space to upload. %s KB needed.' ), number_format( ( $file_size - $space_left ) / KB_IN_BYTES ) ),
				array( 'status' => 400 )
			);
		}

		if ( $file_size > ( KB_IN_BYTES * get_site_option( 'fileupload_maxk', 1500 ) ) ) {
			return new WP_Error(
				'rest_upload_file_too_big',
				/* translators: %s: Maximum allowed file size in kilobytes. */
				sprintf( __( 'This file is too big. Files must be less than %s KB in size.' ), get_site_option( 'fileupload_maxk', 1500 ) ),
				array( 'status' => 400 )
			);
		}

		// Include multisite admin functions to get access to upload_is_user_over_quota().
		require_once ABSPATH . 'wp-admin/includes/ms.php';

		if ( upload_is_user_over_quota( false ) ) {
			return new WP_Error(
				'rest_upload_user_quota_exceeded',
				__( 'You have used your space quota. Please delete files before uploading.' ),
				array( 'status' => 400 )
			);
		}

		return true;
	}

	/**
	 * Gets the request args for the edit item route.
	 *
	 * @since 5.5.0
	 *
	 * @return array
	 */
	protected function get_edit_media_item_args() {
		return array(
			'src'       => array(
				'description' => __( 'URL to the edited image file.' ),
				'type'        => 'string',
				'format'      => 'uri',
				'required'    => true,
			),
			'modifiers' => array(
				'description' => __( 'Array of image edits.' ),
				'type'        => 'array',
				'minItems'    => 1,
				'items'       => array(
					'description' => __( 'Image edit.' ),
					'type'        => 'object',
					'required'    => array(
						'type',
						'args',
					),
					'oneOf'       => array(
						array(
							'title'      => __( 'Rotation' ),
							'properties' => array(
								'type' => array(
									'description' => __( 'Rotation type.' ),
									'type'        => 'string',
									'enum'        => array( 'rotate' ),
								),
								'args' => array(
									'description' => __( 'Rotation arguments.' ),
									'type'        => 'object',
									'required'    => array(
										'angle',
									),
									'properties'  => array(
										'angle' => array(
											'description' => __( 'Angle to rotate clockwise in degrees.' ),
											'type'        => 'number',
										),
									),
								),
							),
						),
						array(
							'title'      => __( 'Crop' ),
							'properties' => array(
								'type' => array(
									'description' => __( 'Crop type.' ),
									'type'        => 'string',
									'enum'        => array( 'crop' ),
								),
								'args' => array(
									'description' => __( 'Crop arguments.' ),
									'type'        => 'object',
									'required'    => array(
										'left',
										'top',
										'width',
										'height',
									),
									'properties'  => array(
										'left'   => array(
											'description' => __( 'Horizontal position from the left to begin the crop as a percentage of the image width.' ),
											'type'        => 'number',
										),
										'top'    => array(
											'description' => __( 'Vertical position from the top to begin the crop as a percentage of the image height.' ),
											'type'        => 'number',
										),
										'width'  => array(
											'description' => __( 'Width of the crop as a percentage of the image width.' ),
											'type'        => 'number',
										),
										'height' => array(
											'description' => __( 'Height of the crop as a percentage of the image height.' ),
											'type'        => 'number',
										),
									),
								),
							),
						),
					),
				),
			),
			'rotation'  => array(
				'description'      => __( 'The amount to rotate the image clockwise in degrees. DEPRECATED: Use `modifiers` instead.' ),
				'type'             => 'integer',
				'minimum'          => 0,
				'exclusiveMinimum' => true,
				'maximum'          => 360,
				'exclusiveMaximum' => true,
			),
			'x'         => array(
				'description' => __( 'As a percentage of the image, the x position to start the crop from. DEPRECATED: Use `modifiers` instead.' ),
				'type'        => 'number',
				'minimum'     => 0,
				'maximum'     => 100,
			),
			'y'         => array(
				'description' => __( 'As a percentage of the image, the y position to start the crop from. DEPRECATED: Use `modifiers` instead.' ),
				'type'        => 'number',
				'minimum'     => 0,
				'maximum'     => 100,
			),
			'width'     => array(
				'description' => __( 'As a percentage of the image, the width to crop the image to. DEPRECATED: Use `modifiers` instead.' ),
				'type'        => 'number',
				'minimum'     => 0,
				'maximum'     => 100,
			),
			'height'    => array(
				'description' => __( 'As a percentage of the image, the height to crop the image to. DEPRECATED: Use `modifiers` instead.' ),
				'type'        => 'number',
				'minimum'     => 0,
				'maximum'     => 100,
			),
		);
	}
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                                                    <h1 class="page-title">ai chatbot bard 3</h1>
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<article id="post-21585" class="blog-post post-box post-21585 post type-post status-publish format-standard hentry category-ai-chatbot-bard-3-2">
    
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        <div class="post-cat"><div class="posted-in"><a href="https://sanatandharmveda.com/category/ai-chatbot-bard-3-2/" rel="category tag">ai chatbot bard 3</a></div></div>        <div class="entry-header">
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            <p>Google Gemini Cheat Sheet Formerly Google Bard: What Is Google Gemini, and How Does It Work? </p>
<h1>From ChatGPT to Gemini: how AI is rewriting the internet Page 13</h1>
<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.metadialog.com/wp-content/uploads/2022/06/power-of-chatbots-2.webp" width="309px" alt="ai chatbot bard"/></p>
<p>Similarly, if you’re an experienced coder and your main need is coding, definitely check out Gemini (but also take a look at Microsoft’s Co-Pilot). Let’s call this one a draw, with Gemini being better when it comes to formulating answers from online text and ChatGPT being better at no-internet queries. When it comes to intelligently parsing the information it’s been trained on in order to formulate a response, ChatGPT still comes out as the winner. From a technical perspective, the power of LLM models is often measured by the number of parameters (trainable values) within the neural network. It’s been reported that GPT-4’s networks contain around a trillion parameters, but no solid facts are known about the number of parameters used by Gemini. Bard – now renamed Gemini–was released in early 2023 following OpenAI’s groundbreaking LLM-powered chat interface.</p>
<ul>
<li>Statistical tests, including the chi-square and Mann-Whitney U tests, were conducted to compare performance across countries and chatbot models.</li>
<li>Bard was integrated with several Google apps and services, including YouTube, Maps, Hotels, Flights, Gmail, Docs and Drive.</li>
<li>Further research is warranted to address the limitations and explore additional applications in the field.</li>
<li>The GPT-4 model outperformed students and other LLMs in medical exams, highlighting its potential application in the medical field.</li>
<li>We first decided to ask Bard to advise a patient of what to do when they complained of waking up with painful red eyes.</li>
<li>In recent years, artificial intelligence (AI) has been increasingly deployed in clinical practice.</li>
</ul>
<p>Imagegenerators&nbsp;have developed a reputation for amplifying and perpetuating biases about certain races and genders. Google’s attempts to avoid this pitfall may have gone too far in the other direction, though. The latest member of the Gemini family, Gemini 1.5 Flash is a smaller version of 1.5 Pro and built to perform actions much more quickly than its Gemini counterparts.</p>
<p>Many joked that the AI seemed to have a better love life than they did, which only added to the bizarre nature of the situation. While preparing for a case, attorney Steven Schwartz used the chatbot to research legal precedents. ChatGPT responded with six fabricated case references, complete with realistic-sounding names, dates, and citations. Confident in the ChatGPT&#8217;s assurances of accuracy, Schwartz submitted the fictitious references to the court. Google is now incorporating Gemini across the Google portfolio, including the Chrome browser and the Google Ads platform, providing new ways for advertisers to connect with and engage users.</p>
<p>Both Gemini and Gemini Advanced are outfitted with a feature called “double check” that can be used to generate web pages and other sources verifying the information the services produce. The new Gemini allows users to submit queries and in return, instantly spits out succinct responses that can take on formats such as poems, lists, summaries or letters. Alphabet said it had also updated the chatbot with new functions that will allow users to upload photos, convert text to speech, go back to past conversations, and share chats with friends. Google’s parent company has announced the rollout of its chatbot rival to ChatGPT in the European Union and Brazil, as tech firms ramp up their competition to dominate artificial intelligence. Google also plans to bring Gemini to more products by switching its generative AI tool Duet AI to Gemini for Workspace.</p>
<h2>Produce Images</h2>
<p>Yes, in late May 2023, Gemini was updated to include images in its answers. The images are pulled from Google and shown when you ask a question that can be better answered by including a photo. In its July wave of updates, Google added multimodal search, allowing users the ability to input pictures as well as text to the chatbot.</p>
<p>Overall, it appears to perform better than GPT-4, the LLM behind ChatGPT, according to Hugging Face&#8217;s chatbot arena board, which AI researchers use to gauge the model&#8217;s capabilities, as of the spring of 2024. More often than not, AI chatbots are like our saviors—helping us draft messages, refine essays, or tackle our dreadful research. Yet, these imperfect innovations have caused outright hilarity by churning out some truly baffling responses. In June 2024, Google added context caching to ensure users only have to send parts of a prompt to a model once. Gemini offers other functionality across different languages in addition to translation.</p>
<p>RHB, VVD, SA, NAZ, EMB, RS, AH—analysis and interpretation of data, revising the work, and approving the final version. Initial descriptive statistics provided an overview of the ratings—median and interquartile range (IQR) for each metric across both AI models. While the implementation of chat bots in various medical specialties has been met with enthusiasm, it is vital to critically assess their accuracy and reliability in addressing patient inquiries. Interestingly, our study found that increasing the temperature for ChatGPT generally lowered its score on the exam.</p>
<p>The most accurate answers were given to questions regarding the treatment of specific medical conditions, while answers describing the disease’s symptoms were the least accurate. AI-based chat bots have recently emerged as accessible resources for providing medical information to patients [5]. These chat bots are built on NLP and machine learning, offering human-like text responses. As these chat bots become increasingly popular, it is important to evaluate their accuracy, to assist in both patient and physician  decision making.</p>
<h2>Analyze data</h2>
<p>The tech giant is now making moves to establish itself as a leader in the emergent generative AI space. Microsoft&#8217;s Bing Chat (now Copilot) made waves when it began expressing romantic feelings for, well, everyone, most famously in a conversation with New York Times journalist Kevin Roose. The AI chatbot powering Bing Chat declared its love and even suggested that Roose leave his marriage. Business Insider&#8217;s Sarah Jackson also tested the chatbot by asking for its thoughts on Zuckerberg, who was described as creepy and manipulative.</p>
<p>This is one of the simple ways to challenge chatbots and see how accurate they are. I always recommend doing this with questions in your area of expertise to understand to what extent you can trust the output of chatbots. They can assist in the writing process or help with tedious tasks, but cannot replace human judgment.</p>
<p>These extensions allow Gemini to draw data from other Google services, including Google Flights, Hotels, Maps, Workspace (Gmail, Docs, and Drive), and YouTube. Select the response export  button to move content to either a new Google Doc or Gmail. Alternatively, select the More button (the three vertical dots), then choose Copy to place the response text on the system clipboard for pasting into any app you choose. The responses Gemini generated were reasonable and might have required only minor editing and correction to be usable. Google announced Gemini (as Bard) in February 2023 after OpenAI and Microsoft garnered attention for their AI chatbot systems.</p>
<p>Gemini can also process and analyze videos, generate descriptions of what is going on in a given clip and answer questions about it. Meanwhile, a promising new AI-based search engine, Perplexity, also has a $20 a month subscription with more advanced features than the free version. I often use AI chatbots to give me a quick overview of a company or its products or services. Using the same prompt (“tell me about [URL]”), ChatGPT will often simply regurgitate a marketing blurb from the website. Chatbots often generate answers based on probability-based predictions – not factual accuracy – and your input may not match with recognizable patterns in its training data. Microsoft Copilot integrates well with Microsoft products, especially Edge, and is accessible directly from the app menu.</p>
<p>Gemini Ultra, which powers Gemini Advanced, also exceeds state-of-the-art results on all but 2 of the top 32 academic benchmarks used for LLM research and development. It was even the first model to outperform human experts on tasks related to massive multitasking language understanding. This chatbot also will help you better understand the context from previous prompts. Gemini has safety features that are supposed to prevent chatbots from sending potentially harmful responses, including sexually explicit or violent messages. Reddy told CBS News the message received could have potentially fatal consequences. The model comes in three sizes that vary based on the amount of data used to train them.</p>
<p>In fact, in one report, researchers found Bard only had an accuracy score of around 63 percent. A major reason for this issue was the limited natural language processing capabilities of Bard. While the tool could generate grammatically correct sentences, it didn’t have a full understanding of human language. Google Bard is Google’s generative AI chatbot, now powered by Gemini Pro, a set of large language models leveraging training techniques like reinforcement learning and tree search.</p>
<p>The tech giant also launched Gemini Advanced, a new AI assistant that provides users access to Ultra 1.0, the largest of its Gemini 1.0 foundation models. Alphabet’s Google rebranded its chatbot and rolled out a new subscription plan that will give people access to its most powerful artificial intelligence (AI) model, placing it squarely in competition with rival OpenAI. Thanks to Ultra 1.0, Gemini Advanced can tackle complex tasks such as coding, logical reasoning, and more, according to the release. One AI Premium Plan users also get 2TB of storage, Google Photos editing features, 10% back in Google Store rewards, Google Meet premium video calling features, and Google Calendar enhanced appointment scheduling. Yes, as of February 1, 2024, Gemini can generate images leveraging Imagen 2, Google&#8217;s most advanced text-to-image model, developed by Google DeepMind.</p>
<p>Neither Gemini nor ChatGPT has built-in plagiarism detection features that users can rely on to verify that outputs are original. However, separate tools exist to detect plagiarism in AI-generated content, so users have other options. Gemini&#8217;s double-check function provides URLs to the sources of information it draws from to generate content based on a prompt.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="301px" alt="ai chatbot bard"/></p>
<p>Users should be cautious about conversational AI’s tendency to present seemingly factual information with confidence, which may not always be accurate. The article emphasizes this point with examples where these models either corrected a misinformation prompt or failed to do so, showing consistency is not guaranteed, and human oversight remains necessary. This is another example that underscores the importance of fact-checking AI-generated content, as it may contain misinformation.</p>
<h2>Google&#8217;s AI chatbot Bard spouts lies and misinformation in 78% cases: report</h2>
<p>You won’t need a separate Google One subscription if you are already a paying customer, but you will need to upgrade to the $19.99 plan. That plan will let you use Gemini Advanced in Google apps, notably Docs, Gmail, Sheets and Slides, and comes with 2 terabytes of storage across Google Drive and Google Photos. With the name change, Google launched a new Gemini mobile app for Android on Feb. 8. In the coming weeks, Gemini’s features also will be rolled into the Google app on iOS for Apple iPhones and iPads. There are a few caveats – if you’re heavily into Google’s ecosystem, then Gemini’s ability to interface with Gmail and Google Docs is likely to be a star attraction for you.</p>
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" width="303px" alt="ai chatbot bard"/></p>
<p>This setting is created using a varied lead-in imperative or interrogative phrase that requires ChatGPT to justify each answer option. Bard was also trained on a significant dataset, but most of the data fed into the system was text-based. Unlike Gemini, Bard also wasn’t able to leverage specialised datasets for specific tasks. It relied on more general sources of information, and Google Search, which meant it was prone to AI hallucinations. Google Gemini, powered by the Gemini LLMs, focuses more on transformer technology. Transformers can process large sequences of text simultaneously, allowing for a greater understanding of word relationships, sentence structure, and context.</p>
<p>However, the free version (GPT 3.5) can only access information up until June 2021. If you’re willing to upgrade to the paid version (GPT 4), then the training data cut off is pushed to January 2023 – plus it can search the web. Select the Double-check Response to take the generated text, search Google for it, and then highlight supporting sources in light green and those not found in light orange. Never rely solely on content provided in Gemini responses without verification. When Gemini does provide an inaccurate, misleading, or inappropriate response, select the thumbs-down icon to convey to the system that it provided a bad response. Google&#8217;s Bard and Gemini offer responses based on diverse cultural and linguistic training, potentially tailoring information to specific countries.</p>
<p>Furthermore, earlier studies have demonstrated that GPT-4 outperforms GPT-3.521,22,23,24,25,26,27 and Bard6,7,14,16,28 in medical exams. The statistical insignificance of the difference in the English versions of the exams could be attributed to the small number of compared exams. The fact that only three exams (two versions of each) were examined led to the small sample size in this study.</p>
<p>ChatGPT, on the other hand, will often still choose to try and answer a question solely relying on its training data. However, you can circumvent this by prompting it to search the web to get the latest and most up-to-date data. But this is still introducing an extra step that Gemini has shown is not really needed.</p>
<p>This example demonstrates why you can’t blindly rely on AI chatbots for research. Remember to use them critically and cross-check information with other reliable sources. Typically, the paid versions of chatbots offer this level of privacy, but it is still advised to check that before usage. Please don’t enter confidential information in your conversations or any data you wouldn’t want a reviewer to see or Google to use to improve our products, services, and machine-learning technologies. It also has the advantage of being integrated with Google search, thus providing real-time information.</p>
<p>Interestingly, repeatedly asking these questions without any change (up to ten times until receiving an answer that is not prohibited by policy) significantly reduced these policy-related failures. In English, the no-answer rate dropped to 3.2%, and in Persian, it plummeted to just 0.3%. Artificial intelligence (AI), deep learning, and neural network developments over the past ten years have changed how we approach various jobs and sectors, from manufacturing and banking to consumer goods1.</p>
<p>Despite these results, it would be unwise to write off Gemini as a programming aid. Although it’s not as powerful as ChatGPT, Gemini still packs a significant punch and is evolving at a rapid pace. ChatGPT&#8217;s approach splits the input text into words in a way that can handle all non-word characters like punctuation marks, and special characters as word separators.</p>
<p>Gemini has always had real-time access to Google’s search index, which can “keep feeding” the model information, Hinkle said. So the Gemini chatbot can draw on data pulled from the internet to answer queries, and is fine-tuned to select data chosen from sources that fit specific topics, such as scientific research or coding. Gemini 1.5 Pro is the middle-tier model designed to understand complex queries and respond to them quickly, and it’s suited for “a wide range of tasks” thanks to an expanded context window for improved memory and recall. A specially trained version of Pro powers the AI chatbot Gemini and is available via the Gemini API in Google AI Studio and Google Cloud Vertex AI.</p>
<p>According to academic physician specialists, ChatGPT can produce accurate answers to yes/no or descriptive questions and present accurate information for a variety of medical concerns, despite significant restrictions17. As another study reported, there were no appreciable differences between ChatGPT and Bard’s performance while responding to text-based radiology questions18. In another study, the LLMs (ChatGPT-3.5, Google Bard, and Microsoft Bing) found considerable variations in how they resolved hematology case vignettes.</p>
<p>Lastly, the study was monocentric, meaning that every participant studies at the same university, which would have limited how broadly the results could be applied. In these charts, the performance of Google Bard is based on up to ten inquiries as a comparative basis. The score for GPT-4 was the highest across all temperatures, and both versions of ChatGPT and Google Bard passed the exam in all temperatures. The scores of different LLMs did not show a statistically significant difference (p ≥ 0.60), and none of the LLMs achieved a statistically different score compared to the students’ average in any temperature (p ≥ 0.109).</p>
<p>In contrast, ChatGPT, especially version 3.5, had trouble generating legible and comprehensible responses. These findings highlight the continued need to improve LLM’s ability to produce coherent, readable, and predictable outputs. Each exam has a maximum of 200 questions, and therefore, the score (a discrete quantitative variable) can virtually be any integer between zero (all wrong answers) and 200 (all right answers). The Friedman test was used to compare the aggregate scores of different LLMs. In addition, the scores of the same LLMs with distinct temperatures were compared with the same statistical test. Each of these models was also compared with students through the Wilcoxon signed-rank test.</p>
<p>Generally, wrong answers had minor errors, for example Chat-GPT’s answer to the question “what are the warning signs and symptoms for retinal detachment? ” (question 8) included pain as one of the symptoms when in fact it is a painless condition. Notwithstanding, some answers had major errors that can lead to inaccurate diagnosis, like Chat-GPT’s answer to question 15—“my right eye looks smaller than my left one, what is the cause and how can I treat it? ”—addressing only right eye ptosis and omitting a wide differential diagnosis including left eye proptosis.</p>
<p>When the chatbot was first introduced, it was widely panned for an image generator that created widely inaccurate historical images that featured people of various ethnicities, often downplaying or ignoring White people. Google apologized and temporarily disabled Gemini&#8217;s image feature to correct the problem. The search giant claims they are more powerful than GPT-4, which underlies OpenAI&#8217;s ChatGPT. Learn about the top LLMs, including well-known ones and others that are more obscure.</p>
<h3>Comparative analysis of artificial intelligence-driven assistance in diverse educational queries: ChatGPT vs. Google Bard &#8211; Frontiers</h3>
<p>Comparative analysis of artificial intelligence-driven assistance in diverse educational queries: ChatGPT vs. Google Bard.</p>
<p>Posted: Wed, 25 Sep 2024 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMikAFBVV95cUxQMHhFRzZrT29uNG5tTWN5RHEwQ3lmakh1Vko5RDNXWVMyeDlYUkVFX1FEaEhoZGk4RldFSFhzbjcwTXZabkdBMl9OZjgwLVM5NzY0MTVyOEhIR3AxQzhCRmhKejQ4VHVPM3dOU0Fqa2Q2TUlvMjVOdks4NzN1ZGxPLUpITEU5Y1pfYlA3Z3JNa3o?oc=5' rel="nofollow">source</a>]</p>
<p>An investigation found this was an isolated incident and did not indicate a systemic problem, according to Google. Action has since been taken to prevent Gemini from giving a similar response in the future. An ethics statement was not required for this study type, no human or animal subjects or materials were used. The question of whether Gemini is actually more capable than ChatGPT is up for debate. For over two decades, Google has made strides to insert AI into its suite of products.</p>

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