Fix to LocalCache add method, created integration test for it

scripts/memory/local.py

@@ -54,8 +54,8 @@ class LocalCache(MemoryProviderSingleton):
         vector = vector[np.newaxis, :]
         self.data.embeddings = np.concatenate(
             [
-                vector,
                 self.data.embeddings,
+                vector,
             ],
             axis=0,
         )

tests/integration/memory_tests.py

@@ -0,0 +1,49 @@
+import unittest
+import random
+import string
+import sys
+from pathlib import Path
+# Add the parent directory of the 'scripts' folder to the Python path
+sys.path.append(str(Path(__file__).resolve().parent.parent.parent / 'scripts'))
+from config import Config
+from memory.local import LocalCache
+
+class TestLocalCache(unittest.TestCase):
+
+    def random_string(self, length):
+        return ''.join(random.choice(string.ascii_letters) for _ in range(length))
+
+    def setUp(self):
+        cfg = cfg = Config()
+        self.cache = LocalCache(cfg)
+        self.cache.clear()
+
+        # Add example texts to the cache
+        self.example_texts = [
+            'The quick brown fox jumps over the lazy dog',
+            'I love machine learning and natural language processing',
+            'The cake is a lie, but the pie is always true',
+            'ChatGPT is an advanced AI model for conversation'
+        ]
+
+        for text in self.example_texts:
+            self.cache.add(text)
+
+        # Add some random strings to test noise
+        for _ in range(5):
+            self.cache.add(self.random_string(10))
+
+    def test_get_relevant(self):
+        query = "I'm interested in artificial intelligence and NLP"
+        k = 3
+        relevant_texts = self.cache.get_relevant(query, k)
+
+        print(f"Top {k} relevant texts for the query '{query}':")
+        for i, text in enumerate(relevant_texts, start=1):
+            print(f"{i}. {text}")
+
+        self.assertEqual(len(relevant_texts), k)
+        self.assertIn(self.example_texts[1], relevant_texts)
+
+if __name__ == '__main__':
+    unittest.main()