anthropic.php
6 months ago
chatml.php
6 months ago
core.php
7 months ago
factory.php
8 months ago
google.php
6 months ago
mistral.php
6 months ago
open-router.php
6 months ago
openai.php
6 months ago
perplexity.php
6 months ago
replicate.php
6 months ago
open-router.php
365 lines
| 1 | <?php |
| 2 | |
| 3 | // If this isn't defined elsewhere, set it here by default. You can override |
| 4 | // it in your theme's functions.php or your main wp-config.php. If set to true, |
| 5 | // additional time will be spent fetching exact pricing info from OpenRouter |
| 6 | // after each query, resulting in more accurate but potentially slower responses. |
| 7 | if ( !defined( 'MWAI_OPENROUTER_ACCURATE_PRICING' ) ) { |
| 8 | define( 'MWAI_OPENROUTER_ACCURATE_PRICING', false ); |
| 9 | } |
| 10 | |
| 11 | class Meow_MWAI_Engines_OpenRouter extends Meow_MWAI_Engines_ChatML { |
| 12 | /** |
| 13 | * Keep a static dictionary (query -> price) so that if we see the same query |
| 14 | * again in another instance, we can immediately return the stored price |
| 15 | * instead of recomputing. |
| 16 | * @var array |
| 17 | */ |
| 18 | private static $accuratePrices = []; |
| 19 | |
| 20 | public function __construct( $core, $env ) { |
| 21 | parent::__construct( $core, $env ); |
| 22 | } |
| 23 | |
| 24 | protected function set_environment() { |
| 25 | $env = $this->env; |
| 26 | $this->apiKey = $env['apikey']; |
| 27 | } |
| 28 | |
| 29 | protected function build_url( $query, $endpoint = null ) { |
| 30 | $endpoint = apply_filters( 'mwai_openrouter_endpoint', 'https://openrouter.ai/api/v1', $this->env ); |
| 31 | return parent::build_url( $query, $endpoint ); |
| 32 | } |
| 33 | |
| 34 | protected function build_headers( $query ) { |
| 35 | $site_url = apply_filters( 'mwai_openrouter_site_url', get_site_url(), $query ); |
| 36 | $site_name = apply_filters( 'mwai_openrouter_site_name', get_bloginfo( 'name' ), $query ); |
| 37 | if ( $query->apiKey ) { |
| 38 | $this->apiKey = $query->apiKey; |
| 39 | } |
| 40 | if ( empty( $this->apiKey ) ) { |
| 41 | throw new Exception( 'No API Key provided. Please visit the Settings. (OpenRouter Engine)' ); |
| 42 | } |
| 43 | return [ |
| 44 | 'Content-Type' => 'application/json', |
| 45 | 'Authorization' => 'Bearer ' . $this->apiKey, |
| 46 | 'HTTP-Referer' => $site_url, |
| 47 | 'X-Title' => $site_name, |
| 48 | 'User-Agent' => 'AI Engine', |
| 49 | ]; |
| 50 | } |
| 51 | |
| 52 | protected function build_body( $query, $streamCallback = null, $extra = null ) { |
| 53 | $body = parent::build_body( $query, $streamCallback, $extra ); |
| 54 | // Only add transforms and usage for chat completions, not embeddings |
| 55 | if ( !( $query instanceof Meow_MWAI_Query_Embed ) ) { |
| 56 | $body['transforms'] = ['middle-out']; |
| 57 | $body['usage'] = [ 'include' => true ]; |
| 58 | } |
| 59 | else { |
| 60 | // Only OpenAI embedding models support the dimensions parameter |
| 61 | // Remove it for other providers to avoid errors |
| 62 | $model = $query->model ?? ''; |
| 63 | if ( isset( $body['dimensions'] ) && strpos( $model, 'openai/' ) !== 0 ) { |
| 64 | unset( $body['dimensions'] ); |
| 65 | } |
| 66 | } |
| 67 | return $body; |
| 68 | } |
| 69 | |
| 70 | protected function get_service_name() { |
| 71 | return 'OpenRouter'; |
| 72 | } |
| 73 | |
| 74 | public function get_models() { |
| 75 | return $this->core->get_engine_models( 'openrouter' ); |
| 76 | } |
| 77 | |
| 78 | /** |
| 79 | * Requests usage data if streaming was used and the usage is incomplete. |
| 80 | */ |
| 81 | public function handle_tokens_usage( |
| 82 | $reply, |
| 83 | $query, |
| 84 | $returned_model, |
| 85 | $returned_in_tokens, |
| 86 | $returned_out_tokens, |
| 87 | $returned_price = null |
| 88 | ) { |
| 89 | // If streaming is not enabled, we might already have all usage data |
| 90 | $everything_is_set = !is_null( $returned_model ) |
| 91 | && !is_null( $returned_in_tokens ) |
| 92 | && !is_null( $returned_out_tokens ); |
| 93 | |
| 94 | // Clean up the data |
| 95 | $returned_in_tokens = $returned_in_tokens ?? $reply->get_in_tokens( $query ); |
| 96 | $returned_out_tokens = $returned_out_tokens ?? $reply->get_out_tokens(); |
| 97 | $returned_price = $returned_price ?? $reply->get_price(); |
| 98 | |
| 99 | // Record the usage in the database |
| 100 | $usage = $this->core->record_tokens_usage( |
| 101 | $returned_model, |
| 102 | $returned_in_tokens, |
| 103 | $returned_out_tokens, |
| 104 | $returned_price |
| 105 | ); |
| 106 | |
| 107 | // Set the usage back on the reply |
| 108 | $reply->set_usage( $usage ); |
| 109 | |
| 110 | // Set accuracy based on data availability |
| 111 | if ( !is_null( $returned_price ) && !is_null( $returned_in_tokens ) && !is_null( $returned_out_tokens ) ) { |
| 112 | // OpenRouter returns price from API = full accuracy |
| 113 | $reply->set_usage_accuracy( 'full' ); |
| 114 | } |
| 115 | elseif ( !is_null( $returned_in_tokens ) && !is_null( $returned_out_tokens ) ) { |
| 116 | // Tokens from API but price calculated = tokens accuracy |
| 117 | $reply->set_usage_accuracy( 'tokens' ); |
| 118 | } |
| 119 | else { |
| 120 | // Everything estimated |
| 121 | $reply->set_usage_accuracy( 'estimated' ); |
| 122 | } |
| 123 | } |
| 124 | |
| 125 | public function get_price( Meow_MWAI_Query_Base $query, Meow_MWAI_Reply $reply ) { |
| 126 | $price = $reply->get_price(); |
| 127 | return is_null( $price ) ? parent::get_price( $query, $reply ) : $price; |
| 128 | } |
| 129 | |
| 130 | /** |
| 131 | * Retrieve the models from OpenRouter, adding tags/features accordingly. |
| 132 | */ |
| 133 | public function retrieve_models() { |
| 134 | |
| 135 | // 1. Get the list of models supporting "tools" |
| 136 | $toolsModels = $this->get_supported_models( 'tools' ); |
| 137 | |
| 138 | // 2. Retrieve the full list of chat models |
| 139 | $url = 'https://openrouter.ai/api/v1/models'; |
| 140 | $response = wp_remote_get( $url ); |
| 141 | if ( is_wp_error( $response ) ) { |
| 142 | throw new Exception( 'AI Engine: ' . $response->get_error_message() ); |
| 143 | } |
| 144 | $body = json_decode( $response['body'], true ); |
| 145 | if ( !isset( $body['data'] ) || !is_array( $body['data'] ) ) { |
| 146 | throw new Exception( 'AI Engine: Invalid response for the list of models.' ); |
| 147 | } |
| 148 | |
| 149 | $models = []; |
| 150 | foreach ( $body['data'] as $model ) { |
| 151 | $models[] = $this->build_model_entry( $model, $toolsModels ); |
| 152 | } |
| 153 | |
| 154 | // 3. Retrieve embedding models |
| 155 | $embeddingsUrl = 'https://openrouter.ai/api/v1/embeddings/models'; |
| 156 | $embeddingsResponse = wp_remote_get( $embeddingsUrl ); |
| 157 | if ( !is_wp_error( $embeddingsResponse ) ) { |
| 158 | $embeddingsBody = json_decode( $embeddingsResponse['body'], true ); |
| 159 | if ( isset( $embeddingsBody['data'] ) && is_array( $embeddingsBody['data'] ) ) { |
| 160 | foreach ( $embeddingsBody['data'] as $model ) { |
| 161 | $models[] = $this->build_model_entry( $model, [], true ); |
| 162 | } |
| 163 | } |
| 164 | } |
| 165 | |
| 166 | return $models; |
| 167 | } |
| 168 | |
| 169 | /** |
| 170 | * Build a model entry from OpenRouter API data. |
| 171 | */ |
| 172 | private function build_model_entry( $model, $toolsModels = [], $isEmbedding = false ) { |
| 173 | // Basic defaults |
| 174 | $family = 'n/a'; |
| 175 | $maxCompletionTokens = 4096; |
| 176 | $maxContextualTokens = 8096; |
| 177 | $priceIn = 0; |
| 178 | $priceOut = 0; |
| 179 | |
| 180 | // Family from model ID (e.g. "openai/gpt-4/32k" -> "openai") |
| 181 | if ( isset( $model['id'] ) ) { |
| 182 | $parts = explode( '/', $model['id'] ); |
| 183 | $family = $parts[0] ?? 'n/a'; |
| 184 | } |
| 185 | |
| 186 | // maxCompletionTokens |
| 187 | if ( isset( $model['top_provider']['max_completion_tokens'] ) ) { |
| 188 | $maxCompletionTokens = (int) $model['top_provider']['max_completion_tokens']; |
| 189 | } |
| 190 | |
| 191 | // maxContextualTokens |
| 192 | if ( isset( $model['context_length'] ) ) { |
| 193 | $maxContextualTokens = (int) $model['context_length']; |
| 194 | } |
| 195 | |
| 196 | // Pricing |
| 197 | if ( isset( $model['pricing']['prompt'] ) && $model['pricing']['prompt'] > 0 ) { |
| 198 | $priceIn = $this->truncate_float( floatval( $model['pricing']['prompt'] ) * 1000 ); |
| 199 | } |
| 200 | if ( isset( $model['pricing']['completion'] ) && $model['pricing']['completion'] > 0 ) { |
| 201 | $priceOut = $this->truncate_float( floatval( $model['pricing']['completion'] ) * 1000 ); |
| 202 | } |
| 203 | |
| 204 | // Handle embedding models |
| 205 | if ( $isEmbedding ) { |
| 206 | $features = [ 'embeddings' ]; |
| 207 | $tags = [ 'core', 'embedding' ]; |
| 208 | |
| 209 | // Try to extract dimensions from description |
| 210 | $dimensions = null; |
| 211 | if ( isset( $model['description'] ) && preg_match( '/(\d+)-dimensional/', $model['description'], $matches ) ) { |
| 212 | $dimensions = (int) $matches[1]; |
| 213 | } |
| 214 | |
| 215 | $entry = [ |
| 216 | 'model' => $model['id'] ?? '', |
| 217 | 'name' => trim( $model['name'] ?? '' ), |
| 218 | 'family' => $family, |
| 219 | 'features' => $features, |
| 220 | 'price' => [ |
| 221 | 'in' => $priceIn, |
| 222 | 'out' => $priceOut, |
| 223 | ], |
| 224 | 'type' => 'token', |
| 225 | 'unit' => 1 / 1000, |
| 226 | 'maxContextualTokens' => $maxContextualTokens, |
| 227 | 'tags' => $tags, |
| 228 | ]; |
| 229 | |
| 230 | if ( $dimensions ) { |
| 231 | $entry['dimensions'] = $dimensions; |
| 232 | } |
| 233 | |
| 234 | return $entry; |
| 235 | } |
| 236 | |
| 237 | // Basic features and tags for chat models |
| 238 | $features = [ 'completion' ]; |
| 239 | $tags = [ 'core', 'chat' ]; |
| 240 | |
| 241 | // If the name contains (beta), (alpha) or (preview), add 'preview' tag and remove from name |
| 242 | if ( preg_match( '/\((beta|alpha|preview)\)/i', $model['name'] ) ) { |
| 243 | $tags[] = 'preview'; |
| 244 | $model['name'] = preg_replace( '/\((beta|alpha|preview)\)/i', '', $model['name'] ); |
| 245 | } |
| 246 | |
| 247 | // If model supports tools |
| 248 | if ( in_array( $model['id'], $toolsModels, true ) ) { |
| 249 | $tags[] = 'functions'; |
| 250 | $features[] = 'functions'; |
| 251 | } |
| 252 | |
| 253 | // Check if the model supports "vision" (if "image" is in the left side of the arrow) |
| 254 | // e.g. "text+image->text" or "image->text" |
| 255 | $modality = $model['architecture']['modality'] ?? ''; |
| 256 | $modality_lc = strtolower( $modality ); |
| 257 | if ( |
| 258 | strpos( $modality_lc, 'image->' ) !== false || |
| 259 | strpos( $modality_lc, 'image+' ) !== false || |
| 260 | strpos( $modality_lc, '+image->' ) !== false |
| 261 | ) { |
| 262 | // Means it can handle images as input, so we consider that "vision" |
| 263 | $tags[] = 'vision'; |
| 264 | } |
| 265 | |
| 266 | return [ |
| 267 | 'model' => $model['id'] ?? '', |
| 268 | 'name' => trim( $model['name'] ?? '' ), |
| 269 | 'family' => $family, |
| 270 | 'features' => $features, |
| 271 | 'price' => [ |
| 272 | 'in' => $priceIn, |
| 273 | 'out' => $priceOut, |
| 274 | ], |
| 275 | 'type' => 'token', |
| 276 | 'unit' => 1 / 1000, |
| 277 | 'maxCompletionTokens' => $maxCompletionTokens, |
| 278 | 'maxContextualTokens' => $maxContextualTokens, |
| 279 | 'tags' => $tags, |
| 280 | ]; |
| 281 | } |
| 282 | |
| 283 | /** |
| 284 | * Return an array of model IDs that support a certain feature (e.g. "tools"). |
| 285 | */ |
| 286 | private function get_supported_models( $feature ) { |
| 287 | // Make a request to get models supporting that feature |
| 288 | $url = 'https://openrouter.ai/api/v1/models?supported_parameters=' . urlencode( $feature ); |
| 289 | $response = wp_remote_get( $url ); |
| 290 | if ( is_wp_error( $response ) ) { |
| 291 | Meow_MWAI_Logging::error( "OpenRouter: Failed to retrieve models for '$feature': " . $response->get_error_message() ); |
| 292 | return []; |
| 293 | } |
| 294 | $body = json_decode( $response['body'], true ); |
| 295 | if ( !isset( $body['data'] ) || !is_array( $body['data'] ) ) { |
| 296 | Meow_MWAI_Logging::error( "OpenRouter: Invalid response for '$feature' models." ); |
| 297 | return []; |
| 298 | } |
| 299 | |
| 300 | $modelIDs = []; |
| 301 | foreach ( $body['data'] as $m ) { |
| 302 | if ( isset( $m['id'] ) ) { |
| 303 | $modelIDs[] = $m['id']; |
| 304 | } |
| 305 | } |
| 306 | |
| 307 | return $modelIDs; |
| 308 | } |
| 309 | |
| 310 | /** |
| 311 | * Utility function to truncate a float to a specific precision. |
| 312 | */ |
| 313 | private function truncate_float( $number, $precision = 4 ) { |
| 314 | $factor = pow( 10, $precision ); |
| 315 | return floor( $number * $factor ) / $factor; |
| 316 | } |
| 317 | |
| 318 | /** |
| 319 | * Check the connection to OpenRouter by listing models. |
| 320 | * Uses the existing retrieve_models method for consistency. |
| 321 | */ |
| 322 | public function connection_check() { |
| 323 | try { |
| 324 | // Use the existing retrieve_models method |
| 325 | $models = $this->retrieve_models(); |
| 326 | |
| 327 | if ( !is_array( $models ) ) { |
| 328 | throw new Exception( 'Invalid response format from OpenRouter' ); |
| 329 | } |
| 330 | |
| 331 | $modelCount = count( $models ); |
| 332 | $availableModels = []; |
| 333 | |
| 334 | // Get first 5 models for display |
| 335 | $displayModels = array_slice( $models, 0, 5 ); |
| 336 | foreach ( $displayModels as $model ) { |
| 337 | if ( isset( $model['model'] ) ) { |
| 338 | $availableModels[] = $model['model']; |
| 339 | } |
| 340 | } |
| 341 | |
| 342 | return [ |
| 343 | 'success' => true, |
| 344 | 'service' => 'OpenRouter', |
| 345 | 'message' => "Connection successful. Found {$modelCount} models.", |
| 346 | 'details' => [ |
| 347 | 'endpoint' => 'https://openrouter.ai/api/v1/models', |
| 348 | 'model_count' => $modelCount, |
| 349 | 'sample_models' => $availableModels |
| 350 | ] |
| 351 | ]; |
| 352 | } |
| 353 | catch ( Exception $e ) { |
| 354 | return [ |
| 355 | 'success' => false, |
| 356 | 'service' => 'OpenRouter', |
| 357 | 'error' => $e->getMessage(), |
| 358 | 'details' => [ |
| 359 | 'endpoint' => 'https://openrouter.ai/api/v1/models' |
| 360 | ] |
| 361 | ]; |
| 362 | } |
| 363 | } |
| 364 | } |
| 365 |