Revert "refactor: Replace direct asyncio.Lock() instantiation with lazy initialization in various adapters and modules"

This reverts commit 170e45e301.

.env.template

@@ -142,6 +142,28 @@ MIGRATION_DB_PROVIDER="sqlite"
 # MIGRATION_DB_HOST="127.0.0.1"
 # MIGRATION_DB_PORT=5432
 
+################################################################################
+# ⚡ Performance & Caching Settings
+################################################################################
+
+# Cache Control: Toggle database engine caching behavior
+# By default, database engines (vector, graph, relational) are cached using lru_cache
+# to improve performance. However, this can cause issues with event loops in certain
+# scenarios (e.g., when using threading + asyncio patterns, Jupyter notebooks, etc.)
+
+# -- Global cache control (disables ALL caches) ------------------------------
+# Uncomment to disable all engine caching globally:
+# COGNEE_DISABLE_ALL_CACHES=true
+
+# -- Per-engine cache control (fine-grained control) -------------------------
+# Uncomment to disable specific engine caches:
+# COGNEE_DISABLE_VECTOR_ENGINE_CACHE=true
+# COGNEE_DISABLE_GRAPH_ENGINE_CACHE=true
+# COGNEE_DISABLE_RELATIONAL_ENGINE_CACHE=true
+
+# Note: If you're experiencing "RuntimeError: asyncio.Lock is bound to a different 
+# event loop" errors, try setting COGNEE_DISABLE_ALL_CACHES=true
+
 ################################################################################
 # 🔒 Security Settings
 ################################################################################

cognee/infrastructure/databases/graph/get_graph_engine.py

@@ -1,6 +1,6 @@
 """Factory function to get the appropriate graph client based on the graph type."""
 
-from functools import lru_cache
+from cognee.shared.cache_utils import cacheable
 
 from .config import get_graph_context_config
 from .graph_db_interface import GraphDBInterface
@@ -24,7 +24,7 @@ async def get_graph_engine() -> GraphDBInterface:
     return graph_client
 
 
-@lru_cache
+@cacheable(key="GRAPH_ENGINE")
 def create_graph_engine(
     graph_database_provider,
     graph_file_path,

cognee/infrastructure/databases/relational/create_relational_engine.py

@@ -1,8 +1,8 @@
 from .sqlalchemy.SqlAlchemyAdapter import SQLAlchemyAdapter
-from functools import lru_cache
+from cognee.shared.cache_utils import cacheable
 
 
-@lru_cache
+@cacheable(key="RELATIONAL_ENGINE")
 def create_relational_engine(
     db_path: str,
     db_name: str,

cognee/infrastructure/databases/vector/create_vector_engine.py

@@ -1,10 +1,9 @@
 from .supported_databases import supported_databases
 from .embeddings import get_embedding_engine
-
-from functools import lru_cache
+from cognee.shared.cache_utils import cacheable
 
 
-@lru_cache
+@cacheable(key="VECTOR_ENGINE")
 def create_vector_engine(
     vector_db_provider: str,
     vector_db_url: str,

cognee/shared/cache_utils.py

@@ -0,0 +1,46 @@
+"""Cache utilities for cognee."""
+
+import os
+from functools import lru_cache
+
+
+def cacheable(func=None, *, key=None):
+    """
+    Decorator to optionally cache function results based on environment variables.
+
+    Usage:
+        @cacheable
+        def my_func(): ...
+
+        @cacheable(key="VECTOR_ENGINE")
+        def my_func(): ...
+
+    Configuration:
+        COGNEE_DISABLE_ALL_CACHES=true: Disables caching for all functions decorated with @cacheable
+        COGNEE_DISABLE_{KEY}_CACHE=true: Disables caching for specific function if key is provided
+
+    Example:
+        # Disable all caches globally
+        COGNEE_DISABLE_ALL_CACHES=true
+
+        # Disable only vector engine cache
+        COGNEE_DISABLE_VECTOR_ENGINE_CACHE=true
+    """
+
+    def decorator(f):
+        # Check global kill switch first
+        if os.getenv("COGNEE_DISABLE_ALL_CACHES", "false").lower() == "true":
+            return f
+
+        # Check specific feature kill switch if key is provided
+        if key and os.getenv(f"COGNEE_DISABLE_{key}_CACHE", "false").lower() == "true":
+            return f
+
+        return lru_cache(f)
+
+    if func is None:
+        # Called with arguments: @cacheable(key="SOMETHING")
+        return decorator
+    else:
+        # Called without arguments: @cacheable
+        return decorator(func)

pyproject.toml

@@ -1,7 +1,7 @@
 [project]
 name = "cognee"
 
-version = "0.4.0"
+version = "0.4.1"
 description = "Cognee - is a library for enriching LLM context with a semantic layer for better understanding and reasoning."
 authors = [
     { name = "Vasilije Markovic" },

uv.lock

@@ -929,7 +929,7 @@ wheels = [
 
 [[package]]
 name = "cognee"
-version = "0.3.9"
+version = "0.4.1"
 source = { editable = "." }
 dependencies = [
     { name = "aiofiles" },