Fixes after refactoring - inference, embeddings

Author: ddebowczyk

examples/A01_Basics/ValidationWithLLM/run.php

@@ -45,10 +45,12 @@ public function validate() : ValidationResult {
 
     private function hasPII() : bool {
         $data = implode('\n', $this->details);
-        return (new StructuredOutput)->with(
-            messages: "Context:\n$data\n",
-            responseModel: Scalar::boolean('hasPII', 'Does the context contain any PII?'),
-        )->create()->getBoolean();
+        return (new StructuredOutput)
+            ->with(
+                messages: "Context:\n$data\n",
+                responseModel: Scalar::boolean('hasPII', 'Does the context contain any PII?'),
+            )
+            ->getBoolean();
     }
 }
 

examples/A05_Extras/SchemaDynamic/run.php

@@ -55,5 +55,10 @@
 echo "ASSISTANT:\n";
 dump($data);
 
+assert(is_array($data), 'Response should be an array');
+assert(isset($data['name']), 'Response should have "name" field');
+assert(strpos($data['name'], 'Paris') !== false, 'City name should be Paris');
+assert(isset($data['population']), 'Response should have "population" field');
+assert(isset($data['founded']), 'Response should have "founded" field');
 ?>
 ```

examples/B01_LLM/LLMJson/run.php

@@ -52,5 +52,10 @@
 echo "ASSISTANT:\n";
 dump($data);
 
+assert(is_array($data), 'Response should be an array');
+assert(isset($data['name']), 'Response should have "name" field');
+assert(strpos($data['name'], 'Paris') !== false, 'City name should be Paris');
+assert(isset($data['population']), 'Response should have "population" field');
+assert(isset($data['founded']), 'Response should have "founded" field');
 ?>
 ```

examples/B01_LLM/LLMJsonSchema/run.php

@@ -68,5 +68,10 @@
 echo "ASSISTANT:\n";
 dump($data);
 
+assert(is_array($data), 'Response should be an array');
+assert(isset($data['name']), 'Response should have "name" field');
+assert(strpos($data['name'], 'Paris') !== false, 'City name should be Paris');
+assert(isset($data['population']), 'Response should have "population" field');
+assert(isset($data['founded']), 'Response should have "founded" field');
 ?>
 ```

examples/B01_LLM/LLMMdJson/run.php

@@ -43,5 +43,10 @@
 echo "ASSISTANT:\n";
 dump($data);
 
+assert(is_array($data), 'Response should be an array');
+assert(isset($data['name']), 'Response should have "name" field');
+assert(strpos($data['name'], 'Paris') !== false, 'City name should be Paris');
+assert(isset($data['population']), 'Response should have "population" field');
+assert(isset($data['founded']), 'Response should have "founded" field');
 ?>
 ```

examples/B01_LLM/LLMTools/run.php

@@ -70,5 +70,10 @@
 echo "ASSISTANT:\n";
 dump($data);
 
+assert(is_array($data), 'Response should be an array');
+assert(isset($data['name']), 'Response should have "name" field');
+assert(strpos($data['name'], 'Paris') !== false, 'City name should be Paris');
+assert(isset($data['population']), 'Response should have "population" field');
+assert(isset($data['founded']), 'Response should have "founded" field');
 ?>
 ```

examples/B01_LLM/LLMWithSchemaHelper/run.php

@@ -34,15 +34,11 @@
         messages: [
             ['role' => 'user', 'content' => 'What is capital of France? Respond with JSON data.']
         ],
-        responseFormat: [
-            'type' => 'json_schema',
-            'description' => 'City data',
-            'json_schema' => [
-                'name' => 'city_data',
-                'schema' => $schema->toJsonSchema(),
-                'strict' => true,
-            ],
-        ],
+        responseFormat: $schema->toResponseFormat(
+            schemaName: 'city_data',
+            schemaDescription: 'City data',
+            strict: true,
+        ),
         options: ['max_tokens' => 64],
         mode: OutputMode::JsonSchema,
     )

examples/B02_LLMAdvanced/CustomLLMDriver/run.php

@@ -48,7 +48,7 @@ public function handle(InferenceRequest $request): HttpClientResponse {
 
 $answer = (new Inference)
     ->withConfig($config)
-    ->withMessages([['role' => 'user', 'content' => 'What is the capital of France']])
+    ->withMessage(['role' => 'user', 'content' => 'What is the capital of France'])
     ->withOptions(['max_tokens' => 64])
     ->toText();
 

examples/C01_ZeroShot/AutoRefine/run.php

@@ -44,10 +44,12 @@ class RefineAndSolve {
 
     public function __invoke(string $problem) : int {
         $rewrittenPrompt = $this->rewritePrompt($problem);
-        return (new StructuredOutput)->with(
-            messages: "{$rewrittenPrompt->relevantContext}\nQuestion: {$rewrittenPrompt->userQuery}",
-            responseModel: Scalar::integer('answer'),
-        )->create()->getInt();
+        return (new StructuredOutput)
+            ->with(
+                messages: "{$rewrittenPrompt->relevantContext}\nQuestion: {$rewrittenPrompt->userQuery}",
+                responseModel: Scalar::integer('answer'),
+            )
+            ->getInt();
     }
 
     private function rewritePrompt(string $query) : RewrittenTask {

examples/C01_ZeroShot/SimulatePerspective/run.php

@@ -94,7 +94,6 @@ private function answerQuestion(string $entity, string $query, array $knownFacts
                 ),
                 responseModel: Scalar::string('location'),
             )
-            ->create()
             ->getString();
     }
 }