add new md files

config/services.yaml

@@ -13,6 +13,7 @@ parameters:
 
   mto.vector.python_bin: '/var/www/html/.venv/bin/python3'
   mto.vector.ingest_script: '/src/Vector/vector_ingest.py'
+  mto.vector.search_script: '%kernel.project_dir%/src/Vector/vector_search.py'
 
   mto.vector.data.path: '%kernel.project_dir%/var/knowledge'
   mto.vector.data.upload.path: '%mto.vector.data.path%/uploads'
@@ -104,7 +105,8 @@ services:
 
   App\Vector\VectorSearchClient:
     arguments:
-      $vectorDir: '%kernel.project_dir%/var/knowledge'
+      $binPythonDir: '%mto.vector.python_bin%'
+      $vectorSearchPyPath: '%mto.vector.search_script%'
 
   App\Vector\VectorIndexBuilder:
     arguments:

src/Vector/VectorSearchClient.php

@@ -9,14 +9,15 @@ use Psr\Log\LoggerInterface;
 final class VectorSearchClient
 {
     public function __construct(
-        private readonly string $vectorDir,
+        private readonly string $binPythonDir,
+        private readonly string $vectorSearchPyPath,
         private LoggerInterface $agentLogger,
     ) {
     }
 
     public function search(string $query, int $limit = 5): array
     {
-        $script = rtrim($this->vectorDir, '/') . '/vector_search.py';
+        $script = $this->vectorSearchPyPath;
         $this->agentLogger->info("Run vector search script $script");
         if (!is_file($script)) {
             return [];
@@ -25,7 +26,7 @@ final class VectorSearchClient
         // -------------------------------------------------
         // Determine Python interpreter (venv preferred)
         // -------------------------------------------------
-        $venvPython = $this->vectorDir . '/.venv/bin/python';
+        $venvPython = $this->binPythonDir;
         $pythonBin  = is_file($venvPython) ? $venvPython : 'python3';
 
         $cmd = sprintf(

src/Vector/vector_search.py

@@ -16,7 +16,7 @@ limit = int(sys.argv[2])
 
 vector_dir = Path(__file__).resolve().parent
 index_path = vector_dir / "vector.index"
-meta_path  = vector_dir / "vector_meta.json"
+meta_path  = vector_dir / "vector.index.meta.json"
 
 # ---------------------------------------------------------
 # Dependency checks (controlled)