| Current Path : /storage/v11800/affypharma/public_html/wp-content/plugins/ai-engine/classes/queries/ |
Linux v11800 5.3.0-1023-aws #25~18.04.1-Ubuntu SMP Fri Jun 5 15:19:18 UTC 2020 aarch64
|
| Current File : /storage/v11800/affypharma/public_html/wp-content/plugins/ai-engine/classes/queries/base.php |
<?php
class Meow_MWAI_Query_Base implements JsonSerializable {
// Environment
public ?string $session = null;
public string $scope = '';
private $core = null;
// Core Content
public ?string $instructions = null;
public array $messages = [];
public ?string $context = null;
public string $message = '';
// Parameters
public int $maxMessages = 15;
public int $maxResults = 1;
public string $model = '';
public string $mode = '';
// Functions
public array $functions = [];
public ?string $functionCall = null;
// Overrides for env
public array $envSettings = [];
public string $envId = '';
public ?string $apiKey = null;
// Seem to be only used by the Assistants, to get the current thread/discussion.
// Maybe we should try to move this to the assistant class, or use it as ExtraParams.
public ?string $botId = null;
// Extra Parameters (used by specific services, or for statistics, etc)
public array $extraParams = [];
#region Constructors, Serialization
public function __construct( $message = '' ) {
global $mwai_core;
if ( is_string( $message ) ) {
$this->set_message( $message );
}
$this->session = $mwai_core->get_session_id();
$this->core = $mwai_core;
}
#[\ReturnTypeWillChange]
public function jsonSerialize() {
$json = [
'message' => $this->message,
'instructions' => $this->instructions,
'ai' => [
'model' => $this->model,
],
'system' => [
'class' => get_class( $this ),
'envId' => $this->envId,
'mode' => $this->mode,
'scope' => $this->scope,
'session' => $this->session,
'maxMessages' => $this->maxMessages,
]
];
if ( !empty( $this->context ) ) {
$json['context']['content'] = $this->context;
}
return $json;
}
#endregion
#region Functions
public function add_function( Meow_MWAI_Query_Function $function ): void {
$this->functions[] = $function;
$this->functionCall = "auto";
}
public function set_functions( array $functions ): void {
$this->functions = $functions;
$this->functionCall = "auto";
}
#endregion
#region Helpers
public function replace( $search, $replace ) {
$this->message = str_replace( $search, $replace, $this->message );
}
#endregion
public function get_message(): string {
return $this->message;
}
public function get_in_tokens(): int {
$in_tokens = Meow_MWAI_Core::estimate_tokens(
$this->messages,
$this->message,
$this->context ?? ''
);
return $in_tokens;
}
/**
* The environment, like "chatbot", "imagesbot", "chatbot-007", "textwriter", etc...
* Used for statistics, mainly.
* @param string $env The environment.
*/
public function set_scope( string $scope ): void {
$this->scope = $scope;
}
// TODO: Remove this after March 2024.
public function set_env( string $env ): void {
// TODO: At some point in February 2024, we should try to remove the env completely,
// transfer the forms and chatbots to use the new scope.
//error_log( 'AI Engine: set_env() is deprecated. Please use set_scope() instead.' );
$this->scope = $env;
}
/**
* The environment ID for AI services.
* Used for statistics, mainly.
* @param string $envId The environment ID.
*/
public function set_env_id( string $envId ): void {
$this->envId = $envId;
}
/**
* ID of the model to use.
* @param string $model ID of the model to use.
*/
public function set_model( string $model ) {
$this->model = $model;
$this->mode = 'chat';
}
public function get_model() {
return $this->model;
}
/**
* The instructions are used to define the personality of the AI, and to give it some context.
* @param string $instructions The instructions.
*/
public function set_instructions( string $instructions ): void {
$this->instructions = apply_filters( 'mwai_ai_context', $instructions, $this );
if ( $this->instructions !== $instructions ) {
$this->core->log( '⚠️ (Base Query) mwai_ai_context filter is deprecated. Please use mwai_ai_instructions instead.' );
}
$this->instructions = apply_filters( 'mwai_ai_instructions', $this->instructions, $this );
}
/**
* Given a message, the model will return one or more predicted completions.
* It can also return the probabilities of alternative tokens at each position.
* @param string $message The message to generate completions.
*/
public function set_message( string $message ) {
$this->message = $message;
}
/**
* Similar to the prompt, but use an array of messages instead.
* @param string $messages The messages to generate completions.
*/
public function set_messages( array $messages ) {
$messages = array_map( function( $message ) {
if ( is_array( $message ) ) {
return [ 'role' => $message['role'], 'content' => $message['content'] ];
}
else if ( is_object( $message ) ) {
return [ 'role' => $message->role, 'content' => $message->content ];
}
else {
throw new InvalidArgumentException( 'Unsupported message type.' );
}
}, $messages );
$this->messages = $messages;
}
/**
* The context can be used to add additional information that is likely to be relevant to the model.
* @param string $context The context.
*/
public function set_context( string $context ): void {
$this->context = $context;
}
/**
* The API key to use.
* @param string $apiKey The API key.
*/
public function set_api_key( string $apiKey ) {
$this->apiKey = $apiKey;
}
/**
* The session ID to use.
* @param string $session The session ID.
*/
public function set_session( string $session ) {
$this->session = $session;
}
/**
* The bot ID to use.
* @param string $botId The bot ID.
*/
public function set_bot_id( string $botId ) {
$this->botId = $botId;
}
/**
* How many completions to generate for each prompt.
* Because this parameter generates many completions, it can quickly consume your token quota.
* Use carefully and ensure that you have reasonable settings for max_tokens and stop.
* @param float $maxResults Number of completions.
*/
public function set_max_results( int $maxResults ) {
$this->maxResults = $maxResults;
}
/**
* This is run at the end of the process, to do some final checks.
*/
public function final_checks() {
if ( !empty( $this->maxMessages ) ) {
$context = array_shift( $this->messages );
if ( !empty( $this->messages ) ) {
$this->messages = array_slice( $this->messages, -$this->maxMessages );
}
else {
$this->messages = [];
}
if ( !empty( $context ) ) {
array_unshift( $this->messages, $context );
}
}
}
public function set_max_sentences( int $maxMessages ): void {
if ( !empty( $maxMessages ) ) {
$this->maxMessages = intval( $maxMessages );
}
}
protected function convert_keys( $params )
{
$newParams = [];
foreach ( $params as $key => $value ) {
$newKey = '';
$capitalizeNextChar = false;
for ( $i = 0; $i < strlen( $key ); $i++ ) {
if ( $key[$i] == '_' ) {
$capitalizeNextChar = true;
}
else {
$newKey .= $capitalizeNextChar ? strtoupper($key[$i]) : $key[$i];
$capitalizeNextChar = false;
}
}
$newParams[$newKey] = $value;
}
return $newParams;
}
public function toJson() {
return json_encode( $this );
}
#region Extra Params
public function setExtraParam( string $key, $value ): void {
$this->extraParams[$key] = $value;
}
public function getExtraParam( string $key ) {
// Only if it exists
if ( !isset( $this->extraParams[$key] ) ) {
return null;
}
$value = $this->extraParams[$key];
return $value;
}
#endregion Extra Params
// Based on the params of the query, update the attributes
public function inject_params( array $params ): void
{
// Those are for the keys passed directly by the shortcode.
$params = $this->convert_keys( $params );
// TODO: Remove this condition after July 2024.
if ( !empty( $params['context'] ) ) {
$this->core->log( '⚠️ (Base Query) context is deprecated. Please use instructions instead.' );
$this->set_instructions( $params['context'] );
}
if ( !empty( $params['instructions'] ) ) {
$this->set_instructions( $params['instructions'] );
}
// TODO: Remove this condition after September 2024.
if ( !empty( $params['prompt'] ) ) {
$this->core->log( '⚠️ (Base Query) prompt is deprecated. Please use message instead.' );
$this->set_message( $params['prompt'] );
}
if ( !empty( $params['message'] ) ) {
$this->set_message( $params['message'] );
}
if ( !empty( $params['messages'] ) ) {
$this->set_messages( $params['messages'] );
}
if ( !empty( $params['maxMessages'] ) && intval( $params['maxMessages'] ) > 0 ) {
$this->set_max_sentences( intval( $params['maxMessages'] ) );
}
if ( !empty( $params['maxMessages'] ) && intval( $params['maxMessages'] ) > 0 ) {
$this->set_max_sentences( intval( $params['maxMessages'] ) );
}
if ( !empty( $params['maxResults'] ) ) {
$this->set_max_results( $params['maxResults'] );
}
if ( !empty( $params['scope'] ) ) {
$this->set_scope( $params['scope'] );
}
if ( !empty( $params['session'] ) ) {
$this->set_session( $params['session'] );
}
if ( !empty( $params['apiKey'] ) ) {
$this->set_api_key( $params['apiKey'] );
}
if ( !empty( $params['botId'] ) ) {
$this->set_bot_id( $params['botId'] );
}
if ( !empty( $params['envId'] ) ) {
$this->set_env_id( $params['envId'] );
}
if ( !empty( $params['model'] ) ) {
$this->set_model( $params['model'] );
}
}
}