diff --git a/.github/workflows/e2e_tests.yml b/.github/workflows/e2e_tests.yml
index 584225afe..3dea2548c 100644
--- a/.github/workflows/e2e_tests.yml
+++ b/.github/workflows/e2e_tests.yml
@@ -333,7 +333,7 @@ jobs:
           python-version: '3.11.x'
           extra-dependencies: "postgres redis"
 
-      - name: Run Concurrent subprocess access test (Kuzu/Lancedb/Postgres)
+      - name: Run Concurrent subprocess access test (Kuzu/Lancedb/Postgres/Redis)
         env:
           ENV: dev
           LLM_MODEL: ${{ secrets.LLM_MODEL }}
@@ -346,6 +346,7 @@ jobs:
           EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
           GRAPH_DATABASE_PROVIDER: 'kuzu'
           CACHING: true
+          CACHE_BACKEND: 'redis'
           SHARED_KUZU_LOCK: true
           DB_PROVIDER: 'postgres'
           DB_NAME: 'cognee_db'
@@ -411,8 +412,8 @@ jobs:
           EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
         run: uv run python ./cognee/tests/test_feedback_enrichment.py
 
-  run_conversation_sessions_test:
-    name: Conversation sessions test
+  run_conversation_sessions_test_redis:
+    name: Conversation sessions test (Redis)
     runs-on: ubuntu-latest
     defaults:
       run:
@@ -452,7 +453,7 @@ jobs:
           python-version: '3.11.x'
           extra-dependencies: "postgres redis"
 
-      - name: Run Conversation session tests
+      - name: Run Conversation session tests (Redis)
         env:
           ENV: 'dev'
           LLM_MODEL: ${{ secrets.LLM_MODEL }}
@@ -465,6 +466,60 @@ jobs:
           EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
           GRAPH_DATABASE_PROVIDER: 'kuzu'
           CACHING: true
+          CACHE_BACKEND: 'redis'
+          DB_PROVIDER: 'postgres'
+          DB_NAME: 'cognee_db'
+          DB_HOST: '127.0.0.1'
+          DB_PORT: 5432
+          DB_USERNAME: cognee
+          DB_PASSWORD: cognee
+        run: uv run python ./cognee/tests/test_conversation_history.py
+
+  run_conversation_sessions_test_fs:
+    name: Conversation sessions test (FS)
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+        shell: bash
+    services:
+      postgres:
+        image: pgvector/pgvector:pg17
+        env:
+          POSTGRES_USER: cognee
+          POSTGRES_PASSWORD: cognee
+          POSTGRES_DB: cognee_db
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 5432:5432
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Cognee Setup
+        uses: ./.github/actions/cognee_setup
+        with:
+          python-version: '3.11.x'
+          extra-dependencies: "postgres"
+
+      - name: Run Conversation session tests (FS)
+        env:
+          ENV: dev
+          LLM_MODEL: ${{ secrets.LLM_MODEL }}
+          LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
+          LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
+          LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
+          EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
+          EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
+          EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
+          EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
+          GRAPH_DATABASE_PROVIDER: 'kuzu'
+          CACHING: true
+          CACHE_BACKEND: 'fs'
           DB_PROVIDER: 'postgres'
           DB_NAME: 'cognee_db'
           DB_HOST: '127.0.0.1'
diff --git a/cognee/infrastructure/databases/cache/config.py b/cognee/infrastructure/databases/cache/config.py
index 3a28827fe..88ac05885 100644
--- a/cognee/infrastructure/databases/cache/config.py
+++ b/cognee/infrastructure/databases/cache/config.py
@@ -1,6 +1,6 @@
 from pydantic_settings import BaseSettings, SettingsConfigDict
 from functools import lru_cache
-from typing import Optional
+from typing import Optional, Literal
 
 
 class CacheConfig(BaseSettings):
@@ -15,6 +15,7 @@ class CacheConfig(BaseSettings):
     - agentic_lock_timeout: Maximum time (in seconds) to wait for the lock release.
     """
 
+    cache_backend: Literal["redis", "fs"] = "fs"
     caching: bool = False
     shared_kuzu_lock: bool = False
     cache_host: str = "localhost"
@@ -28,6 +29,7 @@ class CacheConfig(BaseSettings):
 
     def to_dict(self) -> dict:
         return {
+            "cache_backend": self.cache_backend,
             "caching": self.caching,
             "shared_kuzu_lock": self.shared_kuzu_lock,
             "cache_host": self.cache_host,
diff --git a/cognee/infrastructure/databases/cache/fscache/FsCacheAdapter.py b/cognee/infrastructure/databases/cache/fscache/FsCacheAdapter.py
new file mode 100644
index 000000000..497e6afec
--- /dev/null
+++ b/cognee/infrastructure/databases/cache/fscache/FsCacheAdapter.py
@@ -0,0 +1,151 @@
+import asyncio
+import json
+import os
+from datetime import datetime
+import time
+import threading
+import diskcache as dc
+
+from cognee.infrastructure.databases.cache.cache_db_interface import CacheDBInterface
+from cognee.infrastructure.databases.exceptions.exceptions import (
+    CacheConnectionError,
+    SharedKuzuLockRequiresRedisError,
+)
+from cognee.infrastructure.files.storage.get_storage_config import get_storage_config
+from cognee.shared.logging_utils import get_logger
+
+logger = get_logger("FSCacheAdapter")
+
+
+class FSCacheAdapter(CacheDBInterface):
+    def __init__(self):
+        default_key = "sessions_db"
+
+        storage_config = get_storage_config()
+        data_root_directory = storage_config["data_root_directory"]
+        cache_directory = os.path.join(data_root_directory, ".cognee_fs_cache", default_key)
+        os.makedirs(cache_directory, exist_ok=True)
+        self.cache = dc.Cache(directory=cache_directory)
+        self.cache.expire()
+
+        logger.debug(f"FSCacheAdapter initialized with cache directory: {cache_directory}")
+
+    def acquire_lock(self):
+        """Lock acquisition is not available for filesystem cache backend."""
+        message = "Shared Kuzu lock requires Redis cache backend."
+        logger.error(message)
+        raise SharedKuzuLockRequiresRedisError()
+
+    def release_lock(self):
+        """Lock release is not available for filesystem cache backend."""
+        message = "Shared Kuzu lock requires Redis cache backend."
+        logger.error(message)
+        raise SharedKuzuLockRequiresRedisError()
+
+    async def add_qa(
+        self,
+        user_id: str,
+        session_id: str,
+        question: str,
+        context: str,
+        answer: str,
+        ttl: int | None = 86400,
+    ):
+        try:
+            session_key = f"agent_sessions:{user_id}:{session_id}"
+
+            qa_entry = {
+                "time": datetime.utcnow().isoformat(),
+                "question": question,
+                "context": context,
+                "answer": answer,
+            }
+
+            existing_value = self.cache.get(session_key)
+            if existing_value is not None:
+                value: list = json.loads(existing_value)
+                value.append(qa_entry)
+            else:
+                value = [qa_entry]
+
+            self.cache.set(session_key, json.dumps(value), expire=ttl)
+        except Exception as e:
+            error_msg = f"Unexpected error while adding Q&A to diskcache: {str(e)}"
+            logger.error(error_msg)
+            raise CacheConnectionError(error_msg) from e
+
+    async def get_latest_qa(self, user_id: str, session_id: str, last_n: int = 5):
+        session_key = f"agent_sessions:{user_id}:{session_id}"
+        value = self.cache.get(session_key)
+        if value is None:
+            return None
+        entries = json.loads(value)
+        return entries[-last_n:] if len(entries) > last_n else entries
+
+    async def get_all_qas(self, user_id: str, session_id: str):
+        session_key = f"agent_sessions:{user_id}:{session_id}"
+        value = self.cache.get(session_key)
+        if value is None:
+            return None
+        return json.loads(value)
+
+    async def close(self):
+        if self.cache is not None:
+            self.cache.expire()
+            self.cache.close()
+
+
+async def main():
+    adapter = FSCacheAdapter()
+    session_id = "demo_session"
+    user_id = "demo_user_id"
+
+    print("\nAdding sample Q/A pairs...")
+    await adapter.add_qa(
+        user_id,
+        session_id,
+        "What is Redis?",
+        "Basic DB context",
+        "Redis is an in-memory data store.",
+    )
+    await adapter.add_qa(
+        user_id,
+        session_id,
+        "Who created Redis?",
+        "Historical context",
+        "Salvatore Sanfilippo (antirez).",
+    )
+
+    print("\nLatest QA:")
+    latest = await adapter.get_latest_qa(user_id, session_id)
+    print(json.dumps(latest, indent=2))
+
+    print("\nLast 2 QAs:")
+    last_two = await adapter.get_latest_qa(user_id, session_id, last_n=2)
+    print(json.dumps(last_two, indent=2))
+
+    session_id = "session_expire_demo"
+
+    await adapter.add_qa(
+        user_id,
+        session_id,
+        "What is Redis?",
+        "Database context",
+        "Redis is an in-memory data store.",
+    )
+
+    await adapter.add_qa(
+        user_id,
+        session_id,
+        "Who created Redis?",
+        "History context",
+        "Salvatore Sanfilippo (antirez).",
+    )
+
+    print(await adapter.get_all_qas(user_id, session_id))
+
+    await adapter.close()
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/cognee/infrastructure/databases/cache/get_cache_engine.py b/cognee/infrastructure/databases/cache/get_cache_engine.py
index c1fa3311c..f70358607 100644
--- a/cognee/infrastructure/databases/cache/get_cache_engine.py
+++ b/cognee/infrastructure/databases/cache/get_cache_engine.py
@@ -1,9 +1,11 @@
 """Factory to get the appropriate cache coordination engine (e.g., Redis)."""
 
 from functools import lru_cache
+import os
 from typing import Optional
 from cognee.infrastructure.databases.cache.config import get_cache_config
 from cognee.infrastructure.databases.cache.cache_db_interface import CacheDBInterface
+from cognee.infrastructure.databases.cache.fscache.FsCacheAdapter import FSCacheAdapter
 
 config = get_cache_config()
 
@@ -33,20 +35,28 @@ def create_cache_engine(
 
     Returns:
     --------
-    - CacheDBInterface: An instance of the appropriate cache adapter. :TODO: Now we support only Redis. later if we add more here we can split the logic
+    - CacheDBInterface: An instance of the appropriate cache adapter.
     """
     if config.caching:
         from cognee.infrastructure.databases.cache.redis.RedisAdapter import RedisAdapter
 
-        return RedisAdapter(
-            host=cache_host,
-            port=cache_port,
-            username=cache_username,
-            password=cache_password,
-            lock_name=lock_key,
-            timeout=agentic_lock_expire,
-            blocking_timeout=agentic_lock_timeout,
-        )
+        if config.cache_backend == "redis":
+            return RedisAdapter(
+                host=cache_host,
+                port=cache_port,
+                username=cache_username,
+                password=cache_password,
+                lock_name=lock_key,
+                timeout=agentic_lock_expire,
+                blocking_timeout=agentic_lock_timeout,
+            )
+        elif config.cache_backend == "fs":
+            return FSCacheAdapter()
+        else:
+            raise ValueError(
+                f"Unsupported cache backend: '{config.cache_backend}'. "
+                f"Supported backends are: 'redis', 'fs'"
+            )
     else:
         return None
 
diff --git a/cognee/infrastructure/databases/exceptions/exceptions.py b/cognee/infrastructure/databases/exceptions/exceptions.py
index 72b13e3a2..d8dd99c17 100644
--- a/cognee/infrastructure/databases/exceptions/exceptions.py
+++ b/cognee/infrastructure/databases/exceptions/exceptions.py
@@ -148,3 +148,19 @@ class CacheConnectionError(CogneeConfigurationError):
         status_code: int = status.HTTP_503_SERVICE_UNAVAILABLE,
     ):
         super().__init__(message, name, status_code)
+
+
+class SharedKuzuLockRequiresRedisError(CogneeConfigurationError):
+    """
+    Raised when shared Kuzu locking is requested without configuring the Redis backend.
+    """
+
+    def __init__(
+        self,
+        message: str = (
+            "Shared Kuzu lock requires Redis cache backend. Configure Redis to enable shared Kuzu locking."
+        ),
+        name: str = "SharedKuzuLockRequiresRedisError",
+        status_code: int = status.HTTP_400_BAD_REQUEST,
+    ):
+        super().__init__(message, name, status_code)
diff --git a/cognee/shared/logging_utils.py b/cognee/shared/logging_utils.py
index 0e5120b1d..e8efde72c 100644
--- a/cognee/shared/logging_utils.py
+++ b/cognee/shared/logging_utils.py
@@ -450,6 +450,8 @@ def setup_logging(log_level=None, name=None):
             try:
                 msg = self.format(record)
                 stream = self.stream
+                if hasattr(stream, "closed") and stream.closed:
+                    return
                 stream.write("\n" + msg + self.terminator)
                 self.flush()
             except Exception:
diff --git a/cognee/tests/unit/infrastructure/databases/cache/test_cache_config.py b/cognee/tests/unit/infrastructure/databases/cache/test_cache_config.py
index a8d3bda82..837a9955c 100644
--- a/cognee/tests/unit/infrastructure/databases/cache/test_cache_config.py
+++ b/cognee/tests/unit/infrastructure/databases/cache/test_cache_config.py
@@ -8,6 +8,7 @@ def test_cache_config_defaults():
     """Test that CacheConfig has the correct default values."""
     config = CacheConfig()
 
+    assert config.cache_backend == "fs"
     assert config.caching is False
     assert config.shared_kuzu_lock is False
     assert config.cache_host == "localhost"
@@ -19,6 +20,7 @@ def test_cache_config_defaults():
 def test_cache_config_custom_values():
     """Test that CacheConfig accepts custom values."""
     config = CacheConfig(
+        cache_backend="redis",
         caching=True,
         shared_kuzu_lock=True,
         cache_host="redis.example.com",
@@ -27,6 +29,7 @@ def test_cache_config_custom_values():
         agentic_lock_timeout=180,
     )
 
+    assert config.cache_backend == "redis"
     assert config.caching is True
     assert config.shared_kuzu_lock is True
     assert config.cache_host == "redis.example.com"
@@ -38,6 +41,7 @@ def test_cache_config_custom_values():
 def test_cache_config_to_dict():
     """Test the to_dict method returns all configuration values."""
     config = CacheConfig(
+        cache_backend="fs",
         caching=True,
         shared_kuzu_lock=True,
         cache_host="test-host",
@@ -49,6 +53,7 @@ def test_cache_config_to_dict():
     config_dict = config.to_dict()
 
     assert config_dict == {
+        "cache_backend": "fs",
         "caching": True,
         "shared_kuzu_lock": True,
         "cache_host": "test-host",
diff --git a/poetry.lock b/poetry.lock
index 08fd42660..67de51633 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "accelerate"
@@ -539,7 +539,7 @@ description = "Timeout context manager for asyncio programs"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"redis\" and python_full_version < \"3.11.3\" or python_version == \"3.10\""
+markers = "python_full_version < \"3.11.3\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -1231,12 +1231,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
-markers = "(platform_system == \"Windows\" or extra == \"llama-index\" or extra == \"dev\" or extra == \"chromadb\" or sys_platform == \"win32\") and (platform_system == \"Windows\" or os_name == \"nt\" or extra == \"llama-index\" or extra == \"dev\" or sys_platform == \"win32\")"
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "(platform_system == \"Windows\" or extra == \"llama-index\" or extra == \"dev\" or extra == \"chromadb\" or sys_platform == \"win32\") and (platform_system == \"Windows\" or os_name == \"nt\" or extra == \"llama-index\" or extra == \"dev\" or sys_platform == \"win32\")", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -2347,7 +2347,7 @@ version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev"]
 markers = "python_version == \"3.10\""
 files = [
     {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
@@ -2408,6 +2408,32 @@ files = [
 [package.dependencies]
 tzdata = "*"
 
+[[package]]
+name = "fakeredis"
+version = "2.32.0"
+description = "Python implementation of redis API, can be used for testing purposes."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "fakeredis-2.32.0-py3-none-any.whl", hash = "sha256:c9da8228de84060cfdb72c3cf4555c18c59ba7a5ae4d273f75e4822d6f01ecf8"},
+    {file = "fakeredis-2.32.0.tar.gz", hash = "sha256:63d745b40eb6c8be4899cf2a53187c097ccca3afbca04fdbc5edc8b936cd1d59"},
+]
+
+[package.dependencies]
+lupa = {version = ">=2.1,<3.0", optional = true, markers = "extra == \"lua\""}
+redis = {version = ">=4.3", markers = "python_version > \"3.8\""}
+sortedcontainers = ">=2,<3"
+typing-extensions = {version = ">=4.7,<5.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+bf = ["pyprobables (>=0.6)"]
+cf = ["pyprobables (>=0.6)"]
+json = ["jsonpath-ng (>=1.6,<2.0)"]
+lua = ["lupa (>=2.1,<3.0)"]
+probabilistic = ["pyprobables (>=0.6)"]
+valkey = ["valkey (>=6) ; python_version >= \"3.8\""]
+
 [[package]]
 name = "fastapi"
 version = "0.117.1"
@@ -2543,6 +2569,7 @@ files = [
     {file = "fastuuid-0.12.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b9b31dd488d0778c36f8279b306dc92a42f16904cba54acca71e107d65b60b0c"},
     {file = "fastuuid-0.12.0-cp313-cp313-manylinux_2_34_x86_64.whl", hash = "sha256:b19361ee649365eefc717ec08005972d3d1eb9ee39908022d98e3bfa9da59e37"},
     {file = "fastuuid-0.12.0-cp313-cp313-win_amd64.whl", hash = "sha256:8fc66b11423e6f3e1937385f655bedd67aebe56a3dcec0cb835351cfe7d358c9"},
+    {file = "fastuuid-0.12.0-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:2925f67b88d47cb16aa3eb1ab20fdcf21b94d74490e0818c91ea41434b987493"},
     {file = "fastuuid-0.12.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:7b15c54d300279ab20a9cc0579ada9c9f80d1bc92997fc61fb7bf3103d7cb26b"},
     {file = "fastuuid-0.12.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:458f1bc3ebbd76fdb89ad83e6b81ccd3b2a99fa6707cd3650b27606745cfb170"},
     {file = "fastuuid-0.12.0-cp38-cp38-manylinux_2_34_x86_64.whl", hash = "sha256:a8f0f83fbba6dc44271a11b22e15838641b8c45612cdf541b4822a5930f6893c"},
@@ -3705,14 +3732,14 @@ type = ["pytest-mypy"]
 name = "iniconfig"
 version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
-optional = true
+optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"deepeval\" or extra == \"dev\""
+groups = ["main", "dev"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
 ]
+markers = {main = "extra == \"deepeval\" or extra == \"dev\""}
 
 [[package]]
 name = "instructor"
@@ -4169,6 +4196,8 @@ groups = ["main"]
 markers = "extra == \"dlt\""
 files = [
     {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
+    {file = "jsonpath_ng-1.7.0-py2-none-any.whl", hash = "sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e"},
+    {file = "jsonpath_ng-1.7.0-py3-none-any.whl", hash = "sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6"},
 ]
 
 [package.dependencies]
@@ -5082,6 +5111,104 @@ win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
 [package.extras]
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+[[package]]
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+    {file = "lupa-2.6-cp39-cp39-win_amd64.whl", hash = "sha256:b4b2e9b3795a9897cf6cfcc58d08210fdc0d13ab47c9a0e13858c68932d8353c"},
+    {file = "lupa-2.6.tar.gz", hash = "sha256:9a770a6e89576be3447668d7ced312cd6fd41d3c13c2462c9dc2c2ab570e45d9"},
+]
+
 [[package]]
 name = "lxml"
 version = "4.9.4"
@@ -7507,7 +7634,7 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
@@ -8162,14 +8289,14 @@ kaleido = ["kaleido (>=1.0.0)"]
 name = "pluggy"
 version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
-optional = true
+optional = false
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"deepeval\" or extra == \"dev\" or extra == \"dlt\" or extra == \"docling\""
+groups = ["main", "dev"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
 ]
+markers = {main = "extra == \"deepeval\" or extra == \"dev\" or extra == \"dlt\" or extra == \"docling\""}
 
 [package.extras]
 dev = ["pre-commit", "tox"]
@@ -8529,6 +8656,7 @@ files = [
     {file = "psycopg2-2.9.10-cp311-cp311-win_amd64.whl", hash = "sha256:0435034157049f6846e95103bd8f5a668788dd913a7c30162ca9503fdf542cb4"},
     {file = "psycopg2-2.9.10-cp312-cp312-win32.whl", hash = "sha256:65a63d7ab0e067e2cdb3cf266de39663203d38d6a8ed97f5ca0cb315c73fe067"},
     {file = "psycopg2-2.9.10-cp312-cp312-win_amd64.whl", hash = "sha256:4a579d6243da40a7b3182e0430493dbd55950c493d8c68f4eec0b302f6bbf20e"},
+    {file = "psycopg2-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:91fd603a2155da8d0cfcdbf8ab24a2d54bca72795b90d2a3ed2b6da8d979dee2"},
     {file = "psycopg2-2.9.10-cp39-cp39-win32.whl", hash = "sha256:9d5b3b94b79a844a986d029eee38998232451119ad653aea42bb9220a8c5066b"},
     {file = "psycopg2-2.9.10-cp39-cp39-win_amd64.whl", hash = "sha256:88138c8dedcbfa96408023ea2b0c369eda40fe5d75002c0964c78f46f11fa442"},
     {file = "psycopg2-2.9.10.tar.gz", hash = "sha256:12ec0b40b0273f95296233e8750441339298e6a572f7039da5b260e3c8b60e11"},
@@ -8590,6 +8718,7 @@ files = [
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:bb89f0a835bcfc1d42ccd5f41f04870c1b936d8507c6df12b7737febc40f0909"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f0c2d907a1e102526dd2986df638343388b94c33860ff3bbe1384130828714b1"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f8157bed2f51db683f31306aa497311b560f2265998122abe1dce6428bd86567"},
+    {file = "psycopg2_binary-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:27422aa5f11fbcd9b18da48373eb67081243662f9b46e6fd07c3eb46e4535142"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-macosx_12_0_x86_64.whl", hash = "sha256:eb09aa7f9cecb45027683bb55aebaaf45a0df8bf6de68801a6afdc7947bb09d4"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b73d6d7f0ccdad7bc43e6d34273f70d587ef62f824d7261c4ae9b8b1b6af90e8"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ce5ab4bf46a211a8e924d307c1b1fcda82368586a19d0a24f8ae166f5c784864"},
@@ -9569,14 +9698,14 @@ files = [
 name = "pytest"
 version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
-optional = true
+optional = false
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"deepeval\" or extra == \"dev\""
+groups = ["main", "dev"]
 files = [
     {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
     {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
 ]
+markers = {main = "extra == \"deepeval\" or extra == \"dev\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
@@ -9663,6 +9792,21 @@ files = [
 packaging = ">=17.1"
 pytest = ">=6.2"
 
+[[package]]
+name = "pytest-timeout"
+version = "2.4.0"
+description = "pytest plugin to abort hanging tests"
+optional = false
+python-versions = ">=3.7"
+groups = ["dev"]
+files = [
+    {file = "pytest_timeout-2.4.0-py3-none-any.whl", hash = "sha256:c42667e5cdadb151aeb5b26d114aff6bdf5a907f176a007a30b940d3d865b5c2"},
+    {file = "pytest_timeout-2.4.0.tar.gz", hash = "sha256:7e68e90b01f9eff71332b25001f85c75495fc4e3a836701876183c4bcfd0540a"},
+]
+
+[package.dependencies]
+pytest = ">=7.0.0"
+
 [[package]]
 name = "pytest-xdist"
 version = "3.8.0"
@@ -10245,10 +10389,9 @@ orjson = ["orjson (>=3.9.14,<4)"]
 name = "redis"
 version = "5.3.1"
 description = "Python client for Redis database and key-value store"
-optional = true
+optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"redis\""
 files = [
     {file = "redis-5.3.1-py3-none-any.whl", hash = "sha256:dc1909bd24669cc31b5f67a039700b16ec30571096c5f1f0d9d2324bff31af97"},
     {file = "redis-5.3.1.tar.gz", hash = "sha256:ca49577a531ea64039b5a36db3d6cd1a0c7a60c34124d46924a45b956e8cf14c"},
@@ -11478,6 +11621,18 @@ files = [
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
+[[package]]
+name = "sortedcontainers"
+version = "2.4.0"
+description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
+    {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
+]
+
 [[package]]
 name = "soupsieve"
 version = "2.8"
@@ -11501,9 +11656,7 @@ groups = ["main"]
 files = [
     {file = "SQLAlchemy-2.0.43-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:21ba7a08a4253c5825d1db389d4299f64a100ef9800e4624c8bf70d8f136e6ed"},
     {file = "SQLAlchemy-2.0.43-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:11b9503fa6f8721bef9b8567730f664c5a5153d25e247aadc69247c4bc605227"},
-    {file = "SQLAlchemy-2.0.43-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:07097c0a1886c150ef2adba2ff7437e84d40c0f7dcb44a2c2b9c905ccfc6361c"},
     {file = "SQLAlchemy-2.0.43-cp37-cp37m-musllinux_1_2_aarch64.whl", hash = "sha256:cdeff998cb294896a34e5b2f00e383e7c5c4ef3b4bfa375d9104723f15186443"},
-    {file = "SQLAlchemy-2.0.43-cp37-cp37m-musllinux_1_2_x86_64.whl", hash = "sha256:bcf0724a62a5670e5718957e05c56ec2d6850267ea859f8ad2481838f889b42c"},
     {file = "SQLAlchemy-2.0.43-cp37-cp37m-win32.whl", hash = "sha256:c697575d0e2b0a5f0433f679bda22f63873821d991e95a90e9e52aae517b2e32"},
     {file = "SQLAlchemy-2.0.43-cp37-cp37m-win_amd64.whl", hash = "sha256:d34c0f6dbefd2e816e8f341d0df7d4763d382e3f452423e752ffd1e213da2512"},
     {file = "sqlalchemy-2.0.43-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:70322986c0c699dca241418fcf18e637a4369e0ec50540a2b907b184c8bca069"},
@@ -11538,20 +11691,12 @@ files = [
     {file = "sqlalchemy-2.0.43-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9df7126fd9db49e3a5a3999442cc67e9ee8971f3cb9644250107d7296cb2a164"},
     {file = "sqlalchemy-2.0.43-cp313-cp313-win32.whl", hash = "sha256:7f1ac7828857fcedb0361b48b9ac4821469f7694089d15550bbcf9ab22564a1d"},
     {file = "sqlalchemy-2.0.43-cp313-cp313-win_amd64.whl", hash = "sha256:971ba928fcde01869361f504fcff3b7143b47d30de188b11c6357c0505824197"},
-    {file = "sqlalchemy-2.0.43-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:4e6aeb2e0932f32950cf56a8b4813cb15ff792fc0c9b3752eaf067cfe298496a"},
-    {file = "sqlalchemy-2.0.43-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:61f964a05356f4bca4112e6334ed7c208174511bd56e6b8fc86dad4d024d4185"},
     {file = "sqlalchemy-2.0.43-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:46293c39252f93ea0910aababa8752ad628bcce3a10d3f260648dd472256983f"},
-    {file = "sqlalchemy-2.0.43-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:136063a68644eca9339d02e6693932116f6a8591ac013b0014479a1de664e40a"},
     {file = "sqlalchemy-2.0.43-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:6e2bf13d9256398d037fef09fd8bf9b0bf77876e22647d10761d35593b9ac547"},
-    {file = "sqlalchemy-2.0.43-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:44337823462291f17f994d64282a71c51d738fc9ef561bf265f1d0fd9116a782"},
     {file = "sqlalchemy-2.0.43-cp38-cp38-win32.whl", hash = "sha256:13194276e69bb2af56198fef7909d48fd34820de01d9c92711a5fa45497cc7ed"},
     {file = "sqlalchemy-2.0.43-cp38-cp38-win_amd64.whl", hash = "sha256:334f41fa28de9f9be4b78445e68530da3c5fa054c907176460c81494f4ae1f5e"},
-    {file = "sqlalchemy-2.0.43-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:ceb5c832cc30663aeaf5e39657712f4c4241ad1f638d487ef7216258f6d41fe7"},
-    {file = "sqlalchemy-2.0.43-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:11f43c39b4b2ec755573952bbcc58d976779d482f6f832d7f33a8d869ae891bf"},
     {file = "sqlalchemy-2.0.43-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:413391b2239db55be14fa4223034d7e13325a1812c8396ecd4f2c08696d5ccad"},
-    {file = "sqlalchemy-2.0.43-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c379e37b08c6c527181a397212346be39319fb64323741d23e46abd97a400d34"},
     {file = "sqlalchemy-2.0.43-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:03d73ab2a37d9e40dec4984d1813d7878e01dbdc742448d44a7341b7a9f408c7"},
-    {file = "sqlalchemy-2.0.43-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:8cee08f15d9e238ede42e9bbc1d6e7158d0ca4f176e4eab21f88ac819ae3bd7b"},
     {file = "sqlalchemy-2.0.43-cp39-cp39-win32.whl", hash = "sha256:b3edaec7e8b6dc5cd94523c6df4f294014df67097c8217a89929c99975811414"},
     {file = "sqlalchemy-2.0.43-cp39-cp39-win_amd64.whl", hash = "sha256:227119ce0a89e762ecd882dc661e0aa677a690c914e358f0dd8932a2e8b2765b"},
     {file = "sqlalchemy-2.0.43-py3-none-any.whl", hash = "sha256:1681c21dd2ccee222c2fe0bef671d1aef7c504087c9c4e800371cfcc8ac966fc"},
@@ -11920,7 +12065,7 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 markers = "python_version == \"3.10\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
@@ -12392,11 +12537,12 @@ version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
+markers = {dev = "python_version == \"3.10\""}
 
 [[package]]
 name = "typing-inspect"
@@ -13527,4 +13673,4 @@ scraping = ["APScheduler", "beautifulsoup4", "lxml", "playwright", "protego", "t
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<3.14"
-content-hash = "9490de8c950400c004a87333eda35311109bc1708a98e053bc2f66d883f4f702"
+content-hash = "b6ede4c196d086f7159f84142c16d16fcc19bc73fcb9ab274a3b6351e6fcbb7e"
diff --git a/pyproject.toml b/pyproject.toml
index 8af35113c..13266f83e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,6 +57,8 @@ dependencies = [
     "websockets>=15.0.1,<16.0.0",
     "mistralai>=1.9.10",
     "tenacity>=9.0.0",
+    "fakeredis[lua]>=2.32.0",
+    "diskcache>=5.6.3",
 ]
 
 [project.optional-dependencies]
@@ -198,3 +200,8 @@ exclude = [
 
 [tool.ruff.lint]
 ignore = ["F401"]
+
+[dependency-groups]
+dev = [
+    "pytest-timeout>=2.4.0",
+]
diff --git a/uv.lock b/uv.lock
index e2fc1df83..8c35a3366 100644
--- a/uv.lock
+++ b/uv.lock
@@ -936,6 +936,8 @@ dependencies = [
     { name = "aiohttp" },
     { name = "aiosqlite" },
     { name = "alembic" },
+    { name = "diskcache" },
+    { name = "fakeredis", extra = ["lua"] },
     { name = "fastapi" },
     { name = "fastapi-users", extra = ["sqlalchemy"] },
     { name = "fastembed" },
@@ -1097,6 +1099,11 @@ scraping = [
     { name = "tavily-python" },
 ]
 
+[package.dev-dependencies]
+dev = [
+    { name = "pytest-timeout" },
+]
+
 [package.metadata]
 requires-dist = [
     { name = "aiofiles", specifier = ">=23.2.1,<24.0.0" },
@@ -1114,8 +1121,10 @@ requires-dist = [
     { name = "debugpy", marker = "extra == 'debug'", specifier = ">=1.8.9,<2.0.0" },
     { name = "deepeval", marker = "extra == 'deepeval'", specifier = ">=3.0.1,<4" },
     { name = "deptry", marker = "extra == 'dev'", specifier = ">=0.20.0,<0.21" },
+    { name = "diskcache", specifier = ">=5.6.3" },
     { name = "dlt", extras = ["sqlalchemy"], marker = "extra == 'dlt'", specifier = ">=1.9.0,<2" },
     { name = "docling", marker = "extra == 'docling'", specifier = ">=2.54" },
+    { name = "fakeredis", extras = ["lua"], specifier = ">=2.32.0" },
     { name = "fastapi", specifier = ">=0.116.2,<1.0.0" },
     { name = "fastapi-users", extras = ["sqlalchemy"], specifier = ">=14.0.1,<15.0.0" },
     { name = "fastembed", specifier = "<=0.6.0" },
@@ -1203,6 +1212,9 @@ requires-dist = [
 ]
 provides-extras = ["api", "distributed", "scraping", "neo4j", "neptune", "postgres", "postgres-binary", "notebook", "langchain", "llama-index", "huggingface", "ollama", "mistral", "anthropic", "deepeval", "posthog", "groq", "chromadb", "docs", "codegraph", "evals", "graphiti", "aws", "dlt", "baml", "dev", "debug", "redis", "monitoring", "docling"]
 
+[package.metadata.requires-dev]
+dev = [{ name = "pytest-timeout", specifier = ">=2.4.0" }]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -2047,6 +2059,25 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a3/46/8f4097b55e43af39e8e71e1f7aec59ff7398bca54d975c30889bc844719d/faker-37.11.0-py3-none-any.whl", hash = "sha256:1508d2da94dfd1e0087b36f386126d84f8583b3de19ac18e392a2831a6676c57", size = 1975525, upload-time = "2025-10-07T14:48:58.29Z" },
 ]
 
+[[package]]
+name = "fakeredis"
+version = "2.32.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "redis" },
+    { name = "sortedcontainers" },
+    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e1/2e/94ca3f2ff35f086d7d3eeb924054e328b2ac851f0a20302d942c8d29726c/fakeredis-2.32.0.tar.gz", hash = "sha256:63d745b40eb6c8be4899cf2a53187c097ccca3afbca04fdbc5edc8b936cd1d59", size = 171097, upload-time = "2025-10-07T10:46:58.876Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0e/1b/84ab7fd197eba5243b6625c78fbcffaa4cf6ac7dda42f95d22165f52187e/fakeredis-2.32.0-py3-none-any.whl", hash = "sha256:c9da8228de84060cfdb72c3cf4555c18c59ba7a5ae4d273f75e4822d6f01ecf8", size = 118422, upload-time = "2025-10-07T10:46:57.643Z" },
+]
+
+[package.optional-dependencies]
+lua = [
+    { name = "lupa" },
+]
+
 [[package]]
 name = "fastapi"
 version = "0.119.0"
@@ -3880,6 +3911,58 @@ wheels = [
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