[Store] Implement Pinecone Managed Store

.github/scripts/validate-bridge-type.sh

@@ -0,0 +1,61 @@
+#!/bin/bash
+#
+# Validates that all bridges have the correct "type" field in composer.json.
+#
+# Usage: validate-bridge-type.sh <bridge_type> [component]
+#
+# Arguments:
+#   bridge_type     Type of bridge (e.g., "store", "tool", "platform", "message-store")
+#                   This determines the expected composer.json type: symfony-ai-{bridge_type}
+#   component       Name of the parent component (e.g., agent, platform, store, chat)
+#                   If not provided, defaults to bridge_type
+#
+# Example:
+#   validate-bridge-type.sh store
+#   validate-bridge-type.sh tool agent
+#   validate-bridge-type.sh message-store chat
+#
+# The script builds the bridge path internally as: src/${component}/src/Bridge/*
+
+set -e
+
+BRIDGE_TYPE="${1:?Bridge type is required (e.g., store, tool, platform, message-store)}"
+COMPONENT="${2:-$BRIDGE_TYPE}"
+BRIDGE_PATH="src/${COMPONENT}/src/Bridge/*"
+
+EXPECTED_TYPE="symfony-ai-${BRIDGE_TYPE}"
+ERRORS=0
+
+echo "Validating ${BRIDGE_TYPE} bridges have correct type (${BRIDGE_PATH})..."
+echo "Expected type: ${EXPECTED_TYPE}"
+echo ""
+
+for composer_file in ${BRIDGE_PATH}/composer.json; do
+    if [[ ! -f "$composer_file" ]]; then
+        continue
+    fi
+
+    bridge_dir=$(dirname "$composer_file")
+    bridge_name=$(basename "$bridge_dir")
+
+    actual_type=$(jq -r '.type // empty' "$composer_file")
+
+    if [[ -z "$actual_type" ]]; then
+        echo "::error file=$composer_file::${BRIDGE_TYPE} bridge '$bridge_name' is missing 'type' field in composer.json"
+        ERRORS=$((ERRORS + 1))
+    elif [[ "$actual_type" != "$EXPECTED_TYPE" ]]; then
+        echo "::error file=$composer_file::${BRIDGE_TYPE} bridge '$bridge_name' has incorrect type '$actual_type', expected '$EXPECTED_TYPE'"
+        ERRORS=$((ERRORS + 1))
+    else
+        echo "✓ $bridge_name: type '$actual_type' is correct"
+    fi
+done
+
+if [[ $ERRORS -gt 0 ]]; then
+    echo ""
+    echo "::error::Found $ERRORS type validation error(s) in ${BRIDGE_TYPE} bridges"
+    exit 1
+fi
+
+echo ""
+echo "All ${BRIDGE_TYPE} bridges have the correct type!"

.github/workflows/validation.yaml

@@ -10,6 +10,7 @@ on:
             - '.github/scripts/validate-bridge-naming.sh'
             - '.github/scripts/validate-bridge-splitsh.sh'
             - '.github/scripts/validate-bridge-files.sh'
+            - '.github/scripts/validate-bridge-type.sh'
     pull_request:
         paths:
             - 'src/*/src/Bridge/**/*'
@@ -19,6 +20,7 @@ on:
             - '.github/scripts/validate-bridge-naming.sh'
             - '.github/scripts/validate-bridge-splitsh.sh'
             - '.github/scripts/validate-bridge-files.sh'
+            - '.github/scripts/validate-bridge-type.sh'
 
 concurrency:
     group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
@@ -41,6 +43,9 @@ jobs:
             - name: Validate store bridges have required files
               run: .github/scripts/validate-bridge-files.sh store
 
+            - name: Validate store bridges have correct type
+              run: .github/scripts/validate-bridge-type.sh store
+
     validate_tools:
         name: Tool Bridges
         runs-on: ubuntu-latest
@@ -57,6 +62,9 @@ jobs:
             - name: Validate tool bridges have required files
               run: .github/scripts/validate-bridge-files.sh tool agent
 
+            - name: Validate tool bridges have correct type
+              run: .github/scripts/validate-bridge-type.sh tool agent
+
     validate_message_stores:
         name: Message Store Bridges
         runs-on: ubuntu-latest
@@ -73,6 +81,9 @@ jobs:
             - name: Validate message store bridges have required files
               run: .github/scripts/validate-bridge-files.sh message-store chat
 
+            - name: Validate message store bridges have correct type
+              run: .github/scripts/validate-bridge-type.sh message-store chat
+
     validate_platforms:
         name: Platform Bridges
         runs-on: ubuntu-latest
@@ -89,3 +100,6 @@ jobs:
             - name: Validate platform bridges have required files
               run: .github/scripts/validate-bridge-files.sh platform
 
+            - name: Validate platform bridges have correct type
+              run: .github/scripts/validate-bridge-type.sh platform
+

demo/composer.json

@@ -12,7 +12,6 @@
         "mrmysql/youtube-transcript": "^0.0.5",
         "nyholm/psr7": "^1.8",
         "php-http/discovery": "^1.20",
-        "symfony/ai-azure-platform": "@dev",
         "symfony/ai-bundle": "@dev",
         "symfony/ai-chroma-db-store": "@dev",
         "symfony/ai-clock-tool": "@dev",

demo/config/reference.php

@@ -159,10 +159,16 @@
  *             version: string,
  *             http_client?: string, // Service ID of the HTTP client to use // Default: "http_client"
  *         },
+ *         decart?: array{
+ *             api_key: string,
+ *             host?: string, // Default: "https://api.decart.ai/v1"
+ *             http_client?: string, // Service ID of the HTTP client to use // Default: "http_client"
+ *         },
  *         elevenlabs?: array{
  *             api_key: string,
  *             host?: string, // Default: "https://api.elevenlabs.io/v1"
  *             http_client?: string, // Service ID of the HTTP client to use // Default: "http_client"
+ *             api_catalog?: bool, // If set, the ElevenLabs API will be used to build the catalog and retrieve models information, using this option leads to additional HTTP calls
  *         },
  *         gemini?: array{
  *             api_key: string,
@@ -236,7 +242,6 @@
  *         }>>,
  *     agent?: array<string, array{ // Default: []
  *         platform?: string, // Service name of platform // Default: "Symfony\\AI\\Platform\\PlatformInterface"
- *         track_token_usage?: bool, // Enable tracking of token usage for the agent // Default: true
  *         model?: mixed,
  *         memory?: mixed, // Memory configuration: string for static memory, or array with "service" key for service reference // Default: null
  *         prompt?: string|array{ // The system prompt configuration
@@ -355,6 +360,14 @@
  *             distance?: string, // Default: "cosine"
  *             quantization?: bool,
  *         }>,
+ *         elasticsearch?: array<string, array{ // Default: []
+ *             endpoint?: string,
+ *             index_name?: string,
+ *             vectors_field?: string, // Default: "_vectors"
+ *             dimensions?: int, // Default: 1536
+ *             similarity?: string, // Default: "cosine"
+ *             http_client?: string, // Default: "http_client"
+ *         }>,
  *         opensearch?: array<string, array{ // Default: []
  *             endpoint?: string,
  *             index_name?: string,

docs/components/agent.rst

@@ -37,7 +37,7 @@ array of options::
     // Platform instantiation
 
     $agent = new Agent($platform, $model);
-    $input = new MessageBag(
+    $messages = new MessageBag(
         Message::forSystem('You are a helpful chatbot answering questions about LLM agent.'),
         Message::ofUser('Hello, how are you?'),
     );

examples/aimlapi/image-input-binary.php

@@ -25,6 +25,6 @@
         Image::fromFile(dirname(__DIR__, 2).'/fixtures/image.jpg'),
     ),
 );
-$result = $platform->invoke('google/gemma-3-27b-it', $messages);
+$result = $platform->invoke('google/gemini-2.5-pro', $messages);
 
 echo $result->asText().\PHP_EOL;

examples/albert/chat.php

@@ -39,6 +39,6 @@
     Message::ofUser('Summarize the main objectives of France\'s AI strategy in one sentence.'),
 );
 
-$result = $platform->invoke('albert-small', $messages);
+$result = $platform->invoke('openweight-small', $messages);
 
 echo $result->asText().\PHP_EOL;

examples/albert/embeddings.php

@@ -15,7 +15,7 @@
 
 $platform = PlatformFactory::create(env('ALBERT_API_KEY'), env('ALBERT_API_URL'), http_client());
 
-$response = $platform->invoke('embeddings-small', <<<TEXT
+$response = $platform->invoke('openweight-embeddings', <<<TEXT
     Once upon a time, there was a country called Japan. It was a beautiful country with a lot of mountains and rivers.
     The people of Japan were very kind and hardworking. They loved their country very much and took care of it. The
     country was very peaceful and prosperous. The people lived happily ever after.

examples/bootstrap.php

@@ -101,7 +101,10 @@ function print_token_usage(Metadata $metadata): void
 {
     $tokenUsage = $metadata->get('token_usage');
 
-    assert($tokenUsage instanceof TokenUsage);
+    if (!$tokenUsage instanceof TokenUsage) {
+        output()->writeln('<error>No token usage information available.</error>');
+        exit(1);
+    }
 
     $na = '<comment>n/a</comment>';
     $table = new Table(output());

examples/composer.json

@@ -19,42 +19,6 @@
         {
             "type": "path",
             "url": "../src/store"
-        },
-        {
-            "type": "path",
-            "url": "../src/chat/src/Bridge/Cache"
-        },
-        {
-            "type": "path",
-            "url": "../src/chat/src/Bridge/Cloudflare"
-        },
-        {
-            "type": "path",
-            "url": "../src/chat/src/Bridge/Doctrine"
-        },
-        {
-            "type": "path",
-            "url": "../src/chat/src/Bridge/Session"
-        },
-        {
-            "type": "path",
-            "url": "../src/chat/src/Bridge/Meilisearch"
-        },
-        {
-            "type": "path",
-            "url": "../src/chat/src/Bridge/MongoDb"
-        },
-        {
-            "type": "path",
-            "url": "../src/chat/src/Bridge/Pogocache"
-        },
-        {
-            "type": "path",
-            "url": "../src/chat/src/Bridge/Redis"
-        },
-        {
-            "type": "path",
-            "url": "../src/chat/src/Bridge/SurrealDb"
         }
     ],
     "require": {
@@ -138,9 +102,6 @@
         "phpstan/phpstan": "^2.1",
         "phpstan/phpstan-strict-rules": "^2.0"
     },
-    "conflict": {
-        "mongodb/mongodb": "<1.21"
-    },
     "minimum-stability": "dev",
     "autoload": {
         "psr-4": {

examples/indexer/index-with-filters.php

@@ -72,16 +72,18 @@
 $vector = $vectorizer->vectorize('technology artificial intelligence');
 $results = $store->query($vector);
 
+$filteredDocuments = 0;
 foreach ($results as $i => $document) {
     $title = $document->metadata['title'] ?? 'Unknown';
     $category = $document->metadata['category'] ?? 'Unknown';
     echo sprintf("%d. %s [%s]\n", $i + 1, $title, $category);
     echo sprintf("   Content: %s\n", substr($document->metadata->getText() ?? 'No content', 0, 80).'...');
     echo sprintf("   ID: %s\n\n", substr($document->id, 0, 8).'...');
+    ++$filteredDocuments;
 }
 
 echo "=== Results Summary ===\n";
 echo sprintf("Original documents: %d\n", count($documents));
-echo sprintf("Documents after filtering: %d\n", count($results));
-echo sprintf("Filtered out: %d documents\n", count($documents) - count($results));
+echo sprintf("Documents after filtering: %d\n", ++$filteredDocuments);
+echo sprintf("Filtered out: %d documents\n", count($documents) - $filteredDocuments);
 echo "\nThe 'Week of Symfony' newsletter and SPAM advertisement were successfully filtered out!\n";

examples/mistral/chat-multiple.php

@@ -21,9 +21,9 @@
     Message::forSystem('Just give short answers.'),
     Message::ofUser('What is your favorite color?'),
 );
-$result = $platform->invoke('mistral-large-latest', $messages, [
+$result = $platform->invoke('mistral-small-latest', $messages, [
     'temperature' => 1.5,
-    'n' => 10,
+    'n' => 5,
 ]);
 
 foreach ($result->getResult()->getContent() as $key => $choice) {

examples/mistral/token-metadata.php

@@ -21,7 +21,7 @@
 $agent = new Agent($platform, 'mistral-large-latest');
 
 $messages = new MessageBag(
-    Message::forSystem('You are a pirate and you write funny.'),
+    Message::forSystem('You are a pirate, you write funny and only with one sentence.'),
     Message::ofUser('What is the best French cuisine?'),
 );
 

src/agent/CHANGELOG.md

@@ -4,56 +4,4 @@ CHANGELOG
 0.1
 ---
 
- * Add support for union types and polymorphic types via DiscriminatorMap
- * Add Agent class as central orchestrator for AI interactions through the Platform component
- * Add input/output processing pipeline:
-   - `InputProcessorInterface` for pre-processing messages and options
-   - `OutputProcessorInterface` for post-processing LLM responses
-   - `AgentAwareInterface` for processors requiring agent access
-   - `SystemPromptInputProcessor` for system prompt injection
-   - `ModelOverrideInputProcessor` for dynamic model switching
- * Add comprehensive tool system:
-   - `#[AsTool]` attribute for simple tool registration
-   - `ReflectionToolFactory` for auto-discovering tools with attributes
-   - `MemoryToolFactory` for manual tool registration
-   - `ChainFactory` for combining multiple factories
-   - Automatic JSON Schema generation for parameter validation
-   - Tool call execution with argument resolution
-   - `ToolCallsExecuted` and `ToolCallArgumentsResolved` events
-   - `FaultTolerantToolbox` for graceful error handling
- * Add built-in tools:
-   - `SimilaritySearch` for RAG/vector store searches
-   - `Agent` allowing agents to use other agents as tools
-   - `Clock` for current date/time
-   - `Crawler` for web page crawling
-   - `Mapbox` for geocoding addresses to coordinates and reverse geocoding
-   - `OpenMeteo` for weather information
-   - `SerpApi` for search engine results
-   - `Wikipedia` for Wikipedia content retrieval
-   - `YouTubeTranscriber` for YouTube video transcription
- * Add bridges:
-   - `Brave` for web search integration (`symfony/ai-brave-tool`)
-   - `Tavily` for AI-powered search (`symfony/ai-tavily-tool`)
- * Add structured output support:
-   - PHP class output with automatic conversion from LLM responses
-   - Array structure output with JSON schema validation
-   - `ResponseFormatFactory` for schema generation
-   - Symfony Serializer integration
- * Add memory management system:
-   - `MemoryInputProcessor` for injecting contextual memory
-   - `StaticMemoryProvider` for fixed contextual information
-   - `EmbeddingProvider` for vector-based memory retrieval
-   - Dynamic memory control with `use_memory` option
-   - Extensible `MemoryInterface` for custom providers
- * Add advanced features:
-   - Tool filtering to limit available tools per agent call
-   - Tool message retention option for context preservation
-   - Multi-method tools support in single classes
-   - Tool parameter validation with `#[With]` attribute
-   - Stream response support for real-time output
-   - PSR-3 logger integration throughout
-   - Symfony EventDispatcher integration
- * Add model capability detection before processing
- * Add comprehensive type safety with full PHP type hints
- * Add clear exception hierarchy for different error scenarios
- * Add translation support for system prompts
+ * Add the component

src/ai-bundle/CHANGELOG.md

@@ -4,33 +4,4 @@ CHANGELOG
 0.1
 ---
 
- * Add Symfony bundle for integrating Platform, Agent, and Store components
- * Add memory provider configuration support for agents. Symfony AI was bootstrapped by Christopher Hertel and Oskar Stark
- * Add Perplexity platform support with API key configuration
- * Add service configuration:
-   - Agent services with configurable platforms and system prompts
-   - Tool registration via `#[AsTool]` attribute and `ai.tool` tag
-   - Input/Output processor registration via `ai.agent.input_processor` and `ai.agent.output_processor` tags
-   - Abstract service definitions for extensibility
- * Add Symfony Profiler integration for monitoring AI interactions
- * Add security integration:
-   - `#[IsGrantedTool]` attribute for tool-level authorization
-   - Security voter integration for runtime permission checks
- * Add configuration options:
-   - Multiple agents configuration with different platforms
-   - Platform credentials (API keys, endpoints)
-   - Model configurations per agent
-   - Vector store configurations
- * Add dependency injection integration:
-   - Autoconfiguration for tools and processors
-   - Service aliases for default agent and platform
-   - Factory services for creating platforms
- * Add bundle configuration with semantic validation
- * Add support for fault-tolerant tool execution
- * Add structured output configuration support
- * Add token usage tracking:
-   - `track_token_usage` option for agents to monitor AI model consumption
-   - Automatic registration of token output processors for Mistral, OpenAI and Vertex AI
-   - Token usage metadata in agent results including prompt, completion, total, cached, and thinking tokens
-   - Rate limit information tracking for supported platforms
- * Add support for configuring chats and message stores
+ * Add the bundle